From 1669c7a5fe55d322e70df672673ca1392761e6d8 Mon Sep 17 00:00:00 2001 From: "miriam.baglioni" Date: Wed, 9 Nov 2022 18:03:55 +0100 Subject: [PATCH 01/49] [Enrichment] first version of documentation for the bulktagging and part of the propagation --- docs/data-provision/enrichment/enrichment.md | 73 +++++++++++++++--- docs/data-provision/enrichment/img.png | Bin 0 -> 37674 bytes .../enrichment/bulktagging_datasource.png | Bin 0 -> 255435 bytes .../enrichment/bulktagging_selconstraints.png | Bin 0 -> 341238 bytes .../docs/enrichment/bulktagging_subject.png | Bin 0 -> 206075 bytes .../docs/enrichment/bulktagging_zenodo.png | Bin 0 -> 268624 bytes .../propagation_affiliationistrepo.png | Bin 0 -> 69641 bytes .../docs/enrichment/propagation_country.png | Bin 0 -> 70118 bytes .../img/docs/enrichment/propagation_orcid.png | Bin 0 -> 55853 bytes .../propagation_organizationsemrel.png | Bin 0 -> 60465 bytes ...n_resulttocommunitythroughorganization.png | Bin 0 -> 57106 bytes ...agation_resulttocommunitythroughsemrel.png | Bin 0 -> 66495 bytes .../propagation_resulttoproject.png | Bin 0 -> 67459 bytes 13 files changed, 61 insertions(+), 12 deletions(-) create mode 100644 docs/data-provision/enrichment/img.png create mode 100644 static/img/docs/enrichment/bulktagging_datasource.png create mode 100644 static/img/docs/enrichment/bulktagging_selconstraints.png create mode 100644 static/img/docs/enrichment/bulktagging_subject.png create mode 100644 static/img/docs/enrichment/bulktagging_zenodo.png create mode 100644 static/img/docs/enrichment/propagation_affiliationistrepo.png create mode 100644 static/img/docs/enrichment/propagation_country.png create mode 100644 static/img/docs/enrichment/propagation_orcid.png create mode 100644 static/img/docs/enrichment/propagation_organizationsemrel.png create mode 100644 static/img/docs/enrichment/propagation_resulttocommunitythroughorganization.png create mode 100644 static/img/docs/enrichment/propagation_resulttocommunitythroughsemrel.png create mode 100644 static/img/docs/enrichment/propagation_resulttoproject.png diff --git a/docs/data-provision/enrichment/enrichment.md b/docs/data-provision/enrichment/enrichment.md index f6938c2..0604141 100644 --- a/docs/data-provision/enrichment/enrichment.md +++ b/docs/data-provision/enrichment/enrichment.md @@ -18,27 +18,76 @@ The OpenAIRE Research Graph is enriched by links mined by OpenAIRE’s full-text The Deduction process (also known as “bulk tagging”) enriches each record with new information that can be derived from the existing property values. -As of September 2020, three procedures are in place to relate a research product to a research initiative, infrastructure (RI) or community (RC) based on: +This process is used to associate results to community/research initiatives that are part of OpenAIRE. +As of November 2022, three procedures are in place to relate a research product to a research initiative, infrastructure (RI) or community (RC) based on: -* subjects (2.7M results tagged) +* subjects: it is possible to specify a list of subjects that are relevant for the RC/RI. Every time one of the subjects is found among the subjects of a result, the result is linked to the RC/RI. -* Zenodo community (16K results tagged) +

+ Bulktagging Subject +

+ + +* data sources: it is possible to list a set of data sources relevant for the RC/RI. All the results collected from these data sources will be linked to the RC/RI +

+ Bulktagging Data source +

+ + When only some results collected from a datasource are relevant for the RC/RI, it is possible to specify a set of selection constraints (SC) that have to be verified before linking the result to the +community. The selection constraint has the form SC = S1 or S2 or ... or Sn. The generic Si has the form Si = si1 and si2 and ...and sin and each sij is a condition on a specific field of the result. The set of fields that can be specified is F={title, author, contributor, description, orcid}, +while the set of condition can be among V={contains, equals, not_contains, not_equals, contains_ignorecase, equals_ignorecase, not_contains_ignorecase, not_equal_ignorecase}, and the value is free text. +A possible selection criteria can be: “All the products whose contributor contains DARIAH “ + +

+ Bulktagging Data source +

+ +* Zenodo community: it is possible to list a set of Zenodo communities relevant for the RC/RI. All the products collected from the listed Zenodo communities are linked to the RC/RI + + +

+ Bulktagging Zenodo Community +

-* the data source it comes from (250K results tagged) The list of subjects, Zenodo communities and data sources used to enrich the products are defined by the managers of the community gateway or infrastructure monitoring dashboard associated with the RC/RI. ## Propagation -This process “propagates” properties and links from one product to another if between the two there is a “strong” semantic relationship. +This process enriches the graph by adding new links and/or new properties. The new information is added by exploiting existing semantic +relationships and values between the involved entities -As of September 2020, the following procedures are in place: -Propagation of the property “country” to results from institutional repositories: e.g. publication collected from an institutional repository maintained by an italian university will be enriched with the property “country = IT”. +As of November 2022, the following procedures are in place: -* Propagation of links to projects: e.g. publication linked to project P “is supplemented by” a dataset D. Dataset D will get the link to project P. The relationships considered for this procedure are “isSupplementedBy” and “supplements”. +* Country propagation: updates of the property “country” of a results. This happen when the result is collected from an institutional datasource or when the datasource hosting the result in inserted in a whitelist. For all the results whose hosting datasource verifies one of the conditions above, the country of the organization providing the datasource is added to the country of the result: e.g. publication collected from an institutional repository maintained by an italian university will be enriched with the property “country = IT”. +

+ Country Propagation +

-* Propagation of related community/infrastructure/initiative from organizations to products via affiliation relationships: e.g. a publication with an author affiliated with organization O. The manager of the community gateway C declared that the outputs of O are all relevant for his/her community C. The publication is tagged as relevant for C. +* Project propagation: adds a "isProducedBy" relationship (and its inverse) between a Project P and Result R, if R has a strong semantic relationship with another Result R1 and R1 is linked to P: e.g. publication linked to project P “is supplemented by” a dataset D. Dataset D will get the link to project P. The relationships considered for this procedure are “isSupplementedBy” and “isSupplementTo”. +

+ Project Propagation +

+* Result to RC/RI through organization propagation. The manager of the RC/RI can specify a set of organizations whose product are relevant for the +community. This kind of propagation exploits the hasAuthorInstitution relation between results and organizations, +Each result having such a relation with at least one organization relevant for the RC/RI will be linked to it. +

+ Result to community through organization propagation +

-* Propagation of related community/infrastructure/initiative to related products: e.g. publication associated to community C is supplemented by a dataset D. Dataset D will get the association to C. The relationships considered for this procedure are “isSupplementedBy” and “supplements”. - -* Propagation of ORCID identifiers to related products, if the products have the same authors: e.g. publication has ORCID for its authors and is supplemented by a dataset D. Dataset D has the same authors as the publication. Authors of D are enriched with the ORCIDs available in the publication. The relationships considered for this procedure are “isSupplementedBy” and “supplements”. \ No newline at end of file +* Result to RC/RI through semantic relation: e.g. publication associated to community C is supplemented by a dataset D. Dataset D will get the association to C. The relationships considered for this procedure are “isSupplementedBy” and “supplements”. +

+ Result to community through organization propagation +

+* ORCID identifiers to result through semantic relation related products, if the products have the same authors: e.g. publication has ORCID for its authors and is supplemented by a dataset D. Dataset D has the same authors as the publication. Authors of D are enriched with the ORCIDs available in the publication. The relationships considered for this procedure are “isSupplementedBy” and “supplements”. +

+ Result to community through organization propagation +

+* affiliation to organization through institutional repository +

+ Result to community through organization propagation +

+* affiliation to organization through semantic relation +

+ Result to community through organization propagation +

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z-cg|aG7kozqPnQUL*bw0h77^{I5ogzhxvwx*}*^Di;w@CMq)_ZKxrqBX96*KfZEV! z1h*)R0IinM4!iIM-Z|BpNtZPH$V2$_*CvB=9AF$+Z|S@EEsiRa-!siovUn)?{k&z0 z!|suZ&Ho^ch!JntxoC!d&zT@L*vQSW-UiTSS=PaAlk>1S70>+;xeqoh9)it{33k5S z;&Gq^^i0uQn_D~vaQs^sc-E74l)=`b6Z$A)_iZA9EbC1|5h^o-~az7 if&ZULfFP{(3GFUG{J^B2GXeqr_ew!szD(9M^#22+6S$}V literal 0 HcmV?d00001 From 849901f231bbb281efb43f5713ccbb332c93c891 Mon Sep 17 00:00:00 2001 From: Andreas Czerniak Date: Thu, 10 Nov 2022 12:15:55 +0100 Subject: [PATCH 02/49] add redmine page --- docs/data-provision/aggregation/aggregation.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/docs/data-provision/aggregation/aggregation.md b/docs/data-provision/aggregation/aggregation.md index 22c2e52..8498957 100644 --- a/docs/data-provision/aggregation/aggregation.md +++ b/docs/data-provision/aggregation/aggregation.md @@ -49,6 +49,8 @@ The OpenAIRE aggregator collects metadata records in the majority of cases via [ For additional details about the aggregation workflows, please refer to [2]. +The whole list of available and used collectors could be found in the [RedMine Wiki - API Protocols](https://support.openaire.eu/projects/openaire/wiki/API_protocols) + ## References [1] Manghi P. et al. (2014) "The D-NET software toolkit: A framework for the realization, maintenance, and operation of aggregative infrastructures", Program, Vol. 48 Issue: 4, pp.322-354, [10.1108/PROG-08-2013-0045](https://doi.org/10.1108/PROG-08-2013-0045) From ce17228075f866c1e43d22ec1e1247d3cf975d7a Mon Sep 17 00:00:00 2001 From: Andreas Czerniak Date: Thu, 10 Nov 2022 12:26:43 +0100 Subject: [PATCH 03/49] contributing APIs wiki page, CAP, DRIS --- docs/data-provision/aggregation/aggregation.md | 13 ++++++++++--- 1 file changed, 10 insertions(+), 3 deletions(-) diff --git a/docs/data-provision/aggregation/aggregation.md b/docs/data-provision/aggregation/aggregation.md index 8498957..69a241c 100644 --- a/docs/data-provision/aggregation/aggregation.md +++ b/docs/data-provision/aggregation/aggregation.md @@ -8,7 +8,14 @@ OpenAIRE materializes an open, participatory research graph (the OpenAIRE Resear ## What does OpenAIRE collect? -OpenAIRE aggregates metadata records describing objects of the research life-cycle from content providers compliant to the [OpenAIRE guidelines](https://guidelines.openaire.eu/) and from entity registries (i.e. data sources offering authoritative lists of entities, like [OpenDOAR](https://v2.sherpa.ac.uk/opendoar/), [re3data](https://www.re3data.org/), [DOAJ](https://doaj.org/), and various funder databases). After collection, metadata are transformed according to the OpenAIRE internal metadata model, which is used to generate the final OpenAIRE Research Graph, accessible from the [OpenAIRE EXPLORE portal](https://explore.openaire.eu) and the [APIs](https://graph.openaire.eu/develop/). +OpenAIRE aggregates metadata records describing objects of the research life-cycle from content providers +compliant to the [OpenAIRE guidelines](https://guidelines.openaire.eu/) base on the [OpenAIRE Content Acquisition Policies](https://doi.org/10.5281/zenodo.1446408) +from 2018. And from entity registries (i.e. data sources offering authoritative lists of entities, +like [OpenDOAR](https://v2.sherpa.ac.uk/opendoar/), [re3data](https://www.re3data.org/), +[DOAJ](https://doaj.org/), [DRIS](https://dspacecris.eurocris.org/cris/explore/dris) from [euroCRIS](https://www.openaire.eu/openaire-and-eurocris-sign-a-memorandum-of-understanding), and +various funder databases). + +After collection, metadata are transformed according to the OpenAIRE internal metadata model, which is used to generate the final OpenAIRE Research Graph, accessible from the [OpenAIRE EXPLORE portal](https://explore.openaire.eu) and the [APIs](https://graph.openaire.eu/develop/). The transformation process includes the application of cleaning functions whose goal is to ensure that values are harmonised according to a common format (e.g. dates as YYYY-MM-dd) and, whenever applicable, to a common controlled vocabulary. The controlled vocabularies used for cleansing are accessible at [api.openaire.eu/vocabularies](https://api.openaire.eu/vocabularies/). Each vocabulary features a set of controlled terms, each with one code, one label, and a set of synonyms. If a synonym is found as field value, the value is updated with the corresponding term. Also, the OpenAIRE Research Graph is extended with other relevant scholarly communication sources that do not follow the OpenAIRE Guidelines and/or are too large to be integrated via the “normal” aggregation mechanism: DOIBoost (which merges Crossref, ORCID, Microsoft Academic Graph, and Unpaywall). @@ -32,7 +39,7 @@ Relationships between objects are collected from the data sources, but also auto Objects and relationships in the OpenAIRE Research Graph are extracted from information packages, i.e. metadata records, collected from data sources of the following kinds: -- *Institutional or thematic repositories*: Information systems where scientists upload the bibliographic metadata and full-texts of their articles, due to obligations from their organization or due to community practices (e.g. ArXiv, Europe PMC); +- *Literature, Institutional and thematic repositories*: Information systems where scientists upload the bibliographic metadata and full-texts of their articles, due to obligations from their organization or due to community practices (e.g. ArXiv, Europe PMC); - *Open Access Publishers and journals*: Information system of open access publishers or relative journals, which offer bibliographic metadata and PDFs of their published articles; - *Data archives*: Information systems where scientists deposit descriptive metadata and files about their research data (also known as scientific data, datasets, etc.).; - *Hybrid repositories/archives*: information systems where scientists deposit metadata and file of any kind of scientific products, incuding scientific literature, research data and research software (e.g. Zenodo) @@ -46,10 +53,10 @@ Objects and relationships in the OpenAIRE Research Graph are extracted from info OpenAIRE collects metadata records describing objects of the research life-cycle from content providers compliant to the OpenAIRE guidelines and from entity registries (i.e. data sources offering authoritative lists of entities, like OpenDOAR, re3data, DOAJ, and funder databases). The OpenAIRE aggregator collects metadata records in the majority of cases via [OAI-PMH](https://www.openarchives.org/pmh/), but also supports other standard exchange protocols like FTP(S), SFTP, and some RESTful API. +The whole list of available and used collectors could be found in the [RedMine Wiki - API Protocols](https://support.openaire.eu/projects/openaire/wiki/API_protocols) For additional details about the aggregation workflows, please refer to [2]. -The whole list of available and used collectors could be found in the [RedMine Wiki - API Protocols](https://support.openaire.eu/projects/openaire/wiki/API_protocols) ## References From 6a773cfe1ab2bd09c39ac7984049b5e350b3787c Mon Sep 17 00:00:00 2001 From: "miriam.baglioni" Date: Fri, 18 Nov 2022 17:15:02 +0100 Subject: [PATCH 04/49] [Enrichment] first version for propagation finished --- docs/data-provision/enrichment/enrichment.md | 49 ++++++++++++------ .../enrichment/bulktagging_datasource.png | Bin 255435 -> 82199 bytes .../docs/enrichment/bulktagging_subject.png | Bin 206075 -> 78980 bytes .../docs/enrichment/bulktagging_zenodo.png | Bin 268624 -> 77548 bytes .../img/docs/enrichment/organization_tree.png | Bin 0 -> 168232 bytes .../propagation_affiliationistrepo.png | Bin 69641 -> 114302 bytes .../docs/enrichment/propagation_country.png | Bin 70118 -> 109727 bytes .../img/docs/enrichment/propagation_orcid.png | Bin 55853 -> 87877 bytes .../propagation_organizationsemrel.png | Bin 60465 -> 98146 bytes ...n_resulttocommunitythroughorganization.png | Bin 57106 -> 100345 bytes ...agation_resulttocommunitythroughsemrel.png | Bin 66495 -> 100402 bytes .../propagation_resulttoproject.png | Bin 67459 -> 104737 bytes 12 files changed, 32 insertions(+), 17 deletions(-) create mode 100644 static/img/docs/enrichment/organization_tree.png diff --git a/docs/data-provision/enrichment/enrichment.md b/docs/data-provision/enrichment/enrichment.md index 0604141..16ff94e 100644 --- a/docs/data-provision/enrichment/enrichment.md +++ b/docs/data-provision/enrichment/enrichment.md @@ -24,13 +24,13 @@ As of November 2022, three procedures are in place to relate a research product * subjects: it is possible to specify a list of subjects that are relevant for the RC/RI. Every time one of the subjects is found among the subjects of a result, the result is linked to the RC/RI.

- Bulktagging Subject + Bulktagging Subject

* data sources: it is possible to list a set of data sources relevant for the RC/RI. All the results collected from these data sources will be linked to the RC/RI

- Bulktagging Data source + Bulktagging Data source

When only some results collected from a datasource are relevant for the RC/RI, it is possible to specify a set of selection constraints (SC) that have to be verified before linking the result to the @@ -46,7 +46,7 @@ A possible selection criteria can be: “All the products whose contributor cont

- Bulktagging Zenodo Community + Bulktagging Zenodo Community

@@ -59,35 +59,50 @@ relationships and values between the involved entities As of November 2022, the following procedures are in place: -* Country propagation: updates of the property “country” of a results. This happen when the result is collected from an institutional datasource or when the datasource hosting the result in inserted in a whitelist. For all the results whose hosting datasource verifies one of the conditions above, the country of the organization providing the datasource is added to the country of the result: e.g. publication collected from an institutional repository maintained by an italian university will be enriched with the property “country = IT”. +* Country propagation: updates the property “country” of a results. This happens when the result is collected from an institutional datasource or when the datasource hosting the result is inserted in a whitelist. For all the results whose hosting datasource verifies one of the conditions above, the country of the organization providing the datasource is added to the country of the result: e.g. publication collected from an institutional repository maintained by an italian university will be enriched with the property “country = IT”.

- Country Propagation + Country Propagation

-* Project propagation: adds a "isProducedBy" relationship (and its inverse) between a Project P and Result R, if R has a strong semantic relationship with another Result R1 and R1 is linked to P: e.g. publication linked to project P “is supplemented by” a dataset D. Dataset D will get the link to project P. The relationships considered for this procedure are “isSupplementedBy” and “isSupplementTo”. +* Project propagation: adds a "isProducedBy" relationship (and its inverse) between a Project P and Result R1, if R1 has a strong semantic relationship with another Result R2 and P produces R2: e.g. publication linked to project P “is supplemented by” a dataset D. Dataset D will get the link to project P. The relationships considered for this procedure are “isSupplementedBy” and “isSupplementTo”.

Project Propagation

* Result to RC/RI through organization propagation. The manager of the RC/RI can specify a set of organizations whose product are relevant for the -community. This kind of propagation exploits the hasAuthorInstitution relation between results and organizations, -Each result having such a relation with at least one organization relevant for the RC/RI will be linked to it. +community. +Each result having such a relation of affiliation with at least one organization relevant for the RC/RI will be linked to it.

- Result to community through organization propagation + Result to community through organization propagation

-* Result to RC/RI through semantic relation: e.g. publication associated to community C is supplemented by a dataset D. Dataset D will get the association to C. The relationships considered for this procedure are “isSupplementedBy” and “supplements”. +* Result to RC/RI through semantic relation: extends the set of products linked to a RC/RI by exploiting strong semantic relationships between the results; +e.g. if a result R1 is associated to the community C and is supplemented by a result R2 then the result R2 will be linked to the community. The relationships considered for this procedure are “isSupplementedBy” and “supplements”.

- Result to community through organization propagation + Result to community through semantic relation propagation

-* ORCID identifiers to result through semantic relation related products, if the products have the same authors: e.g. publication has ORCID for its authors and is supplemented by a dataset D. Dataset D has the same authors as the publication. Authors of D are enriched with the ORCIDs available in the publication. The relationships considered for this procedure are “isSupplementedBy” and “supplements”. +* ORCID identifiers to result through semantic relation. This propagation enriches the results by adding ORCID identifiers to authors. The added ORCID will be marked as "potential" since they have been inserted through propagation. +The process considers the set of overlapping authors between results (R1 and R2) linked with a strong semantic relationship (IsSupplementedBy, IsSupplementTo). +For each author A in the overlapping set, if R1 provides the ORCID value for A and R2 does not, then the author A in R2 will be enriched with the information of the ORCID found in R1. +

- Result to community through organization propagation + Orcid propation through semantic relation

-* affiliation to organization through institutional repository + +* affiliation to organization through institutional repository. This propagation adds one "hasAuthorInstitution" relationship (and its inverse) +between a Result R and Organization O, +if R was collected from a datasource D with type institutional repository, and D was provided by O.

- Result to community through organization propagation + Affiliation propagation through institutional repository

-* affiliation to organization through semantic relation + +* affiliation to organization through semantic relation. This propagation adds one "hasAuthorInstitution" relationship (and its inverse) between a +Result R and an Organization O, +if R has an affiliation relation with an organization O1 that is in relation "isChildOf" with O. +

- Result to community through organization propagation + Affiliation propagation through semantic relation

+ The algorithm exploits only the organization leaves that are in a "IsChildOf" relation with another organization. So far one single step is done +

+ propagation strategy +

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z-cg|aG7kozqPnQUL*bw0h77^{I5ogzhxvwx*}*^Di;w@CMq)_ZKxrqBX96*KfZEV! z1h*)R0IinM4!iIM-Z|BpNtZPH$V2$_*CvB=9AF$+Z|S@EEsiRa-!siovUn)?{k&z0 z!|suZ&Ho^ch!JntxoC!d&zT@L*vQSW-UiTSS=PaAlk>1S70>+;xeqoh9)it{33k5S z;&Gq^^i0uQn_D~vaQs^sc-E74l)=`b6Z$A)_iZA9EbC1|5h^o-~az7 if&ZULfFP{(3GFUG{J^B2GXeqr_ew!szD(9M^#22+6S$}V From 2f3e832d4d3c3af155c7bf8490d4b001202dc93f Mon Sep 17 00:00:00 2001 From: "miriam.baglioni" Date: Fri, 18 Nov 2022 17:53:03 +0100 Subject: [PATCH 05/49] [Bulk Download] first versione of the documentation --- docs/download.md | 69 +++++++++++++++++++++++++++++++++++++++++++++--- 1 file changed, 65 insertions(+), 4 deletions(-) diff --git a/docs/download.md b/docs/download.md index 6a6e6a8..99ae077 100644 --- a/docs/download.md +++ b/docs/download.md @@ -4,11 +4,72 @@ sidebar_position: 4 # Bulk downloads -In order to facilitate users, different dumps are available. All are available under the Zenodo community called [OpenAIRE Research Graph](https://zenodo.org/communities/openaire-research-graph). -Here we provide detailed documentation about the full dump: +In order to facilitate users, different dumps are available under the Zenodo community called [OpenAIRE Research Graph](https://zenodo.org/communities/openaire-research-graph). +In the following the list of Dumps available: -* JSON dump: https://doi.org/10.5281/zenodo.3516917 -* JSON schema: https://doi.org/10.5281/zenodo.4238938 +* The whole OpenAIRE Research Graph Dump + + Dataset: https://doi.org/10.5281/zenodo.3516917 + + Schema: https://doi.org/10.5281/zenodo.4238938 + + This dataset is licensed under a Creative Commons Attribution 4.0 International License. +It is composed of several files so that you can download the parts you are interested into. The files are named after the entity they store (i.e. publication, dataset). Each file is at most 10GB and it is +a tar archive containing gz files, each with one json per line. + +* The OpenAIRE COVID-19 dump + + Dataset: https://doi.org/10.5281/zenodo.6638745 + + Schema: https://doi.org/10.5281/zenodo.6372977 + + This dataset is licensed under a Creative Commons Attribution 4.0 International License. + It contains metadata records of publications, research data, software and projects on the topic of Corona Virus and COVID-19. +This dump is part of the activities of OpenAIRE to support the fight against COVID-19 together with the OpenAIRE COVID-19 Gateway. +The dump consists of a tar archive containing gzip files with one json per line. + +* The dump of funded products + + Dataset: https://doi.org/10.5281/zenodo.6634431 + + Schema: https://doi.org/10.5281/zenodo.6372977 + + This dataset is licensed under a Creative Commons Attribution 4.0 International License. +It contains metadata records of research products (research literature, data, software, other types of research products) with funding +information available in the OpenAIRE Graph. Records are grouped by funder in a dedicated archive file. Each tar archive contains +gzip files, each with one json record per line. + +* The dump of delta projects + + Dataset: https://doi.org/10.5281/zenodo.7119633 + + Schema: https://doi.org/10.5281/zenodo.5799514 + + This dataset is licensed under a Creative Commons Attribution 4.0 International License. + It contains the metadata records of projects collected by OpenAIRE in a given time frame. Usually one deposition of collected projects is done for each release of the OpenAIRE Graph + The deposition is one tar archive containing gzip files, each with one json record per line. + +* The dumps about research communities, initiatives and infrastructures + + Dataset: https://doi.org/10.5281/zenodo.6638478 + + Schema: https://doi.org/10.5281/zenodo.6372977 + + This dataset is licensed under a Creative Commons Attribution 4.0 International License. +The dataset contains one file per community/initiative/infrastructure collaborating with OpenAIRE. Check out also their community gateways on + CONNECT. Each file is a tar archive containing gzip files with one json per line. The only communities/research initiative/infrastructure we dump are those visible to everyone. + +* The dump of ScholeXplorer + + Dataset: https://doi.org/10.5281/zenodo.6338616 + + Schema (Scholix version 3): https://doi.org/10.5281/zenodo.1120275 + + Schema (Scholix version 4): https://doi.org/10.5281/zenodo.6351557 + + This dataset is licensed under a CC0 1.0 Universal (CC0 1.0) Public Domain Dedication. +The dataset contains the GZ-compressed dump of the Scholix links exposed by the OpenAIRE ScholeXplorer service. + :::note Tip! From 989d9ea34c41e64bacf3b4ec67308d4a76a7ffd8 Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Mon, 28 Nov 2022 14:19:40 +0200 Subject: [PATCH 06/49] Split bulk downloads page in sub-pages --- docs/downloads/downloads.md | 41 ++++++++++++++++++++ docs/downloads/starter-kit.md | 6 +++ docs/{download.md => downloads/subgraphs.md} | 32 ++++----------- sidebars.js | 11 ++++-- 4 files changed, 63 insertions(+), 27 deletions(-) create mode 100644 docs/downloads/downloads.md create mode 100644 docs/downloads/starter-kit.md rename docs/{download.md => downloads/subgraphs.md} (65%) diff --git a/docs/downloads/downloads.md b/docs/downloads/downloads.md new file mode 100644 index 0000000..ef4c702 --- /dev/null +++ b/docs/downloads/downloads.md @@ -0,0 +1,41 @@ +--- +sidebar_position: 4 +--- + +# Bulk downloads + +You can download the full OpenAIRE Research Dump as well as its schema from the following links: + + Dataset: https://doi.org/10.5281/zenodo.3516917 + + Schema: https://doi.org/10.5281/zenodo.4238938 + + This dataset is licensed under a Creative Commons Attribution 4.0 International License. +It is composed of several files so that you can download the parts you are interested into. The files are named after the entity they store (i.e. publication, dataset). Each file is at most 10GB and it is +a tar archive containing gz files, each with one json per line. + + +:::note Tip! + +For a visual and interactive overview of the JSON schema, we suggest to use a JSON schema viewer like [jsonschemaviewer](https://navneethg.github.io/jsonschemaviewer/) (you just need to copy the schema and then you can easily navigate through the nodes). + +::: + + +

    diff --git a/docs/downloads/starter-kit.md b/docs/downloads/starter-kit.md new file mode 100644 index 0000000..8071d5d --- /dev/null +++ b/docs/downloads/starter-kit.md @@ -0,0 +1,6 @@ +--- +sidebar_position: 1 +--- + +# Starter-kit + diff --git a/docs/download.md b/docs/downloads/subgraphs.md similarity index 65% rename from docs/download.md rename to docs/downloads/subgraphs.md index 99ae077..53b9a04 100644 --- a/docs/download.md +++ b/docs/downloads/subgraphs.md @@ -2,22 +2,12 @@ sidebar_position: 4 --- -# Bulk downloads +# Sub-graphs and other formats -In order to facilitate users, different dumps are available under the Zenodo community called [OpenAIRE Research Graph](https://zenodo.org/communities/openaire-research-graph). -In the following the list of Dumps available: +In order to facilitate users, different dumps and formats are available under the Zenodo community called [OpenAIRE Research Graph](https://zenodo.org/communities/openaire-research-graph). +In the following, you can find the list of alternative Dumps currently available: -* The whole OpenAIRE Research Graph Dump - - Dataset: https://doi.org/10.5281/zenodo.3516917 - - Schema: https://doi.org/10.5281/zenodo.4238938 - - This dataset is licensed under a Creative Commons Attribution 4.0 International License. -It is composed of several files so that you can download the parts you are interested into. The files are named after the entity they store (i.e. publication, dataset). Each file is at most 10GB and it is -a tar archive containing gz files, each with one json per line. - -* The OpenAIRE COVID-19 dump +## The OpenAIRE COVID-19 dump Dataset: https://doi.org/10.5281/zenodo.6638745 @@ -28,7 +18,7 @@ a tar archive containing gz files, each with one json per line. This dump is part of the activities of OpenAIRE to support the fight against COVID-19 together with the OpenAIRE COVID-19 Gateway. The dump consists of a tar archive containing gzip files with one json per line. -* The dump of funded products +## The dump of funded products Dataset: https://doi.org/10.5281/zenodo.6634431 @@ -39,7 +29,7 @@ It contains metadata records of research products (research literature, data, so information available in the OpenAIRE Graph. Records are grouped by funder in a dedicated archive file. Each tar archive contains gzip files, each with one json record per line. -* The dump of delta projects +## The dump of delta projects Dataset: https://doi.org/10.5281/zenodo.7119633 @@ -49,7 +39,7 @@ gzip files, each with one json record per line. It contains the metadata records of projects collected by OpenAIRE in a given time frame. Usually one deposition of collected projects is done for each release of the OpenAIRE Graph The deposition is one tar archive containing gzip files, each with one json record per line. -* The dumps about research communities, initiatives and infrastructures +## The dumps about research communities, initiatives and infrastructures Dataset: https://doi.org/10.5281/zenodo.6638478 @@ -59,7 +49,7 @@ gzip files, each with one json record per line. The dataset contains one file per community/initiative/infrastructure collaborating with OpenAIRE. Check out also their community gateways on CONNECT. Each file is a tar archive containing gzip files with one json per line. The only communities/research initiative/infrastructure we dump are those visible to everyone. -* The dump of ScholeXplorer +## The dump of ScholeXplorer Dataset: https://doi.org/10.5281/zenodo.6338616 @@ -70,9 +60,3 @@ The dataset contains one file per community/initiative/infrastructure collaborat This dataset is licensed under a CC0 1.0 Universal (CC0 1.0) Public Domain Dedication. The dataset contains the GZ-compressed dump of the Scholix links exposed by the OpenAIRE ScholeXplorer service. - -:::note Tip! - -For a visual and interactive overview of the JSON schema, we suggest to use a JSON schema viewer like [jsonschemaviewer](https://navneethg.github.io/jsonschemaviewer/) (you just need to copy the schema and then you can easily navigate through the nodes). - -::: diff --git a/sidebars.js b/sidebars.js index ba0f462..f7d0fe6 100644 --- a/sidebars.js +++ b/sidebars.js @@ -51,9 +51,14 @@ const sidebars = { href: "https://graph.openaire.eu/develop/overview.html" }, { - type: 'doc', - id: 'download' - }, + type: 'category', + label: 'Bulk downloads', + link: {type: 'doc', id: 'downloads/downloads'}, + items: [ + { type: 'doc', id: 'downloads/starter-kit' }, + { type: 'doc', id: 'downloads/subgraphs' }, + ] + }, { type: 'category', label: "Data provision", From 4b63ab0acee76c303613a18e8ab7b1dc11d6f211 Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Tue, 29 Nov 2022 13:18:34 +0200 Subject: [PATCH 07/49] Add sitemap.xml generation during build --- docusaurus.config.js | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/docusaurus.config.js b/docusaurus.config.js index e49bbc8..84fd44e 100644 --- a/docusaurus.config.js +++ b/docusaurus.config.js @@ -64,6 +64,12 @@ const config = { theme: { customCss: require.resolve('./src/css/custom.css'), }, + sitemap: { + changefreq: 'weekly', + priority: 0.5, + ignorePatterns: ['/tags/**'], + filename: 'sitemap.xml', + }, }), ], ], From f4f84a5a310800f13dc80e12e477d164ff9bc9c9 Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Tue, 29 Nov 2022 14:16:22 +0200 Subject: [PATCH 08/49] Fix typos --- docs/data-provision/aggregation/aggregation.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/data-provision/aggregation/aggregation.md b/docs/data-provision/aggregation/aggregation.md index 69a241c..69ab3d0 100644 --- a/docs/data-provision/aggregation/aggregation.md +++ b/docs/data-provision/aggregation/aggregation.md @@ -9,13 +9,13 @@ OpenAIRE materializes an open, participatory research graph (the OpenAIRE Resear ## What does OpenAIRE collect? OpenAIRE aggregates metadata records describing objects of the research life-cycle from content providers -compliant to the [OpenAIRE guidelines](https://guidelines.openaire.eu/) base on the [OpenAIRE Content Acquisition Policies](https://doi.org/10.5281/zenodo.1446408) -from 2018. And from entity registries (i.e. data sources offering authoritative lists of entities, +compliant to the [OpenAIRE guidelines](https://guidelines.openaire.eu/) based on the [OpenAIRE Content Acquisition Policies](https://doi.org/10.5281/zenodo.1446408) +from 2018 onward, and from entity registries (i.e. data sources offering authoritative lists of entities, like [OpenDOAR](https://v2.sherpa.ac.uk/opendoar/), [re3data](https://www.re3data.org/), [DOAJ](https://doaj.org/), [DRIS](https://dspacecris.eurocris.org/cris/explore/dris) from [euroCRIS](https://www.openaire.eu/openaire-and-eurocris-sign-a-memorandum-of-understanding), and various funder databases). -After collection, metadata are transformed according to the OpenAIRE internal metadata model, which is used to generate the final OpenAIRE Research Graph, accessible from the [OpenAIRE EXPLORE portal](https://explore.openaire.eu) and the [APIs](https://graph.openaire.eu/develop/). +After collection, metadata are transformed according to the OpenAIRE internal metadata model, which is used to generate the final version of OpenAIRE Research Graph. The transformation process includes the application of cleaning functions whose goal is to ensure that values are harmonised according to a common format (e.g. dates as YYYY-MM-dd) and, whenever applicable, to a common controlled vocabulary. The controlled vocabularies used for cleansing are accessible at [api.openaire.eu/vocabularies](https://api.openaire.eu/vocabularies/). Each vocabulary features a set of controlled terms, each with one code, one label, and a set of synonyms. If a synonym is found as field value, the value is updated with the corresponding term. Also, the OpenAIRE Research Graph is extended with other relevant scholarly communication sources that do not follow the OpenAIRE Guidelines and/or are too large to be integrated via the “normal” aggregation mechanism: DOIBoost (which merges Crossref, ORCID, Microsoft Academic Graph, and Unpaywall). From a844ac459cd4715cfb90e4b271b7c750e5a50eab Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Tue, 29 Nov 2022 14:21:52 +0200 Subject: [PATCH 09/49] Align references in aggregation section with those in relevant pubs --- docs/data-provision/aggregation/aggregation.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/data-provision/aggregation/aggregation.md b/docs/data-provision/aggregation/aggregation.md index 69ab3d0..7e50f3f 100644 --- a/docs/data-provision/aggregation/aggregation.md +++ b/docs/data-provision/aggregation/aggregation.md @@ -60,6 +60,6 @@ For additional details about the aggregation workflows, please refer to [2]. ## References -[1] Manghi P. et al. (2014) "The D-NET software toolkit: A framework for the realization, maintenance, and operation of aggregative infrastructures", Program, Vol. 48 Issue: 4, pp.322-354, [10.1108/PROG-08-2013-0045](https://doi.org/10.1108/PROG-08-2013-0045) +[1] Manghi, P., Artini, M., Atzori, C., Bardi, A., Mannocci, A., La Bruzzo, S., Candela, L., Castelli, D. and Pagano, P. (2014), “The D-NET software toolkit: A framework for the realization, maintenance, and operation of aggregative infrastructures”, Program: electronic library and information systems, Vol. 48 No. 4, pp. 322-354. [doi:10.1108/prog-08-2013-0045](http://doi.org/10.1108/prog-08-2013-0045) -[2] Atzori, Claudio, Bardi, Alessia, Manghi, Paolo, & Mannocci, Andrea. (2017). The OpenAIRE workflows for data management. Zenodo. [10.5281/zenodo.996006](http://doi.org/10.5281/zenodo.996006) +[2] Atzori, C., Bardi, A., Manghi, P., & Mannocci, A. (2017, January). "The OpenAIRE workflows for data management". In Italian Research Conference on Digital Libraries (pp. 95-107). Springer, Cham. [doi:10.1007/978-3-319-68130-6_8](https://doi.org/10.1007/978-3-319-68130-6_8) \ No newline at end of file From df6b49bd8f982eced88766d89285a1bebcf7de91 Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Tue, 29 Nov 2022 15:49:11 +0200 Subject: [PATCH 10/49] Remove services page --- docs/services.md | 20 -------------------- sidebars.js | 4 ---- 2 files changed, 24 deletions(-) delete mode 100644 docs/services.md diff --git a/docs/services.md b/docs/services.md deleted file mode 100644 index ee763ea..0000000 --- a/docs/services.md +++ /dev/null @@ -1,20 +0,0 @@ ---- -sidebar_position: 8 ---- - -# Graph-based services - -## Explore -TODO - -## Provide -TODO - -## Connect -TODO - -## Monitor -TODO - -## Develop -TODO diff --git a/sidebars.js b/sidebars.js index ba0f462..9c3406a 100644 --- a/sidebars.js +++ b/sidebars.js @@ -111,10 +111,6 @@ const sidebars = { { type: 'doc', id: 'data-provision/stats' }, ] }, - { - type: 'doc', - id: 'services' - }, { type: "link", label: "Learning center", From 7b5d9eae82f3afc0aa7f3abd56c65321a067219a Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Tue, 29 Nov 2022 16:43:06 +0200 Subject: [PATCH 11/49] Update logo & styling --- docusaurus.config.js | 22 +++++++++++----------- src/css/custom.css | 32 ++++++++++++++++++-------------- static/img/logo.png | Bin 6208 -> 7668 bytes 3 files changed, 29 insertions(+), 25 deletions(-) diff --git a/docusaurus.config.js b/docusaurus.config.js index e49bbc8..830a02d 100644 --- a/docusaurus.config.js +++ b/docusaurus.config.js @@ -81,24 +81,24 @@ const config = { /** @type {import('@docusaurus/preset-classic').ThemeConfig} */ ({ navbar: { - // title: 'OpenAIRE Documentation', + title: 'documentation', logo: { alt: 'OpenAIRE', src: 'img/logo.png', }, items: [ - { - type: 'doc', - docId: 'intro', - position: 'left', - label: 'Research graph v5.0', - }, + // { + // type: 'doc', + // docId: 'intro', + // position: 'left', + // label: 'Research graph v5.0', + // }, // // documentation version in the navbar - // { - // type: 'docsVersionDropdown', - // position: 'right' - // }, + { + type: 'docsVersionDropdown', + position: 'right' + }, // // link to blog, the blog must be enabled first // {to: '/blog', label: 'Blog', position: 'left'}, diff --git a/src/css/custom.css b/src/css/custom.css index 27cefe3..69d24a8 100644 --- a/src/css/custom.css +++ b/src/css/custom.css @@ -34,28 +34,32 @@ */ :root { - --ifm-color-primary: #4666ca; 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- --ifm-color-primary-dark: #29784c; - --ifm-color-primary-darker: #277148; - --ifm-color-primary-darkest: #205d3b; - --ifm-color-primary-light: #33925d; - --ifm-color-primary-lighter: #359962; - --ifm-color-primary-lightest: #3cad6e; - --ifm-code-font-size: 95%; - --docusaurus-highlighted-code-line-bg: rgba(0, 0, 0, 0.1); -} -*/ - -/* For readability concerns, you should choose a lighter palette in dark mode. */ -/* -[data-theme='dark'] { - --ifm-color-primary: #25c2a0; - --ifm-color-primary-dark: #21af90; - --ifm-color-primary-darker: #1fa588; - --ifm-color-primary-darkest: #1a8870; - --ifm-color-primary-light: #29d5b0; - --ifm-color-primary-lighter: #32d8b4; - --ifm-color-primary-lightest: #4fddbf; - --docusaurus-highlighted-code-line-bg: rgba(0, 0, 0, 0.3); -} -*/ :root { --ifm-color-primary: #e6122e; @@ -41,6 +14,8 @@ --ifm-color-primary-light: #ee233e; --ifm-color-primary-lighter: #ef2f48; --ifm-color-primary-lightest: #f15166; + --ifm-background-color: #F5F5F5; + --ifm-navbar-background-color: #fff; --ifm-code-font-size: 95%; --docusaurus-highlighted-code-line-bg: rgba(0, 0, 0, 0.1); } @@ -54,6 +29,7 @@ --ifm-color-primary-lighter: #f57e8d; --ifm-color-primary-lightest: #f8aab5; --ifm-background-color: #2c2e3a; + --ifm-navbar-background-color: #2c2e3a; --docusaurus-highlighted-code-line-bg: rgba(0, 0, 0, 0.3); } From 9a8c0f69235dd7f5897ad7f009d160353933ae69 Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Wed, 30 Nov 2022 14:15:45 +0200 Subject: [PATCH 13/49] Change the update frequency of the sitemap.xml to monthly --- docusaurus.config.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docusaurus.config.js b/docusaurus.config.js index 84fd44e..d613ecf 100644 --- a/docusaurus.config.js +++ b/docusaurus.config.js @@ -65,7 +65,7 @@ const config = { customCss: require.resolve('./src/css/custom.css'), }, sitemap: { - changefreq: 'weekly', + changefreq: 'monthly', priority: 0.5, ignorePatterns: ['/tags/**'], filename: 'sitemap.xml', From 7c12a37f11b46862894971656022bab2e07c4622 Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Wed, 30 Nov 2022 18:09:31 +0200 Subject: [PATCH 14/49] Split the enrichment section in sub-pages --- docs/data-provision/enrichment/enrichment.md | 108 ------------------- sidebars.js | 9 +- 2 files changed, 7 insertions(+), 110 deletions(-) delete mode 100644 docs/data-provision/enrichment/enrichment.md diff --git a/docs/data-provision/enrichment/enrichment.md b/docs/data-provision/enrichment/enrichment.md deleted file mode 100644 index db2a93e..0000000 --- a/docs/data-provision/enrichment/enrichment.md +++ /dev/null @@ -1,108 +0,0 @@ -# Enrichment - -## Mining - -The OpenAIRE Graph is enriched by links mined by OpenAIRE’s full-text mining algorithms that scan the plaintexts of publications for funding information, references to datasets, software URIs, accession numbers of bioetities, and EPO patent mentions. Custom mining modules also link research objects to specific research communities, initiatives and infrastructures. In addition, other inference modules provide content-based document classification, document similarity, citation matching, and author affiliation matching. - -**Project mining** in OpenAIRE text mines the full-texts of publications in order to extract matches to funding project codes/IDs. The mining algorithm works by utilising (i) the grant identifier, and (ii) the project acronym (if available) of each project. The mining algorithm: (1) Preprocesses/normalizes the full-texts using several functions, which depend on the characteristics of each funder (i.e., the format of the grant identifiers), such as stopword and/or punctuation removal, tokenization, stemming, converting to lowercase; then (2) String matching of grant identifiers against the normalized text is done using database techniques; and (3) The results are validated and cleaned using the context near the match by looking at the context around the matched ID for relevant metadata and positive or negative words/phrases, in order to calculate a confidence value for each publication-->project link. A confidence threshold is set to optimise high accuracy while minimising false positives, such as matches with page or report numbers, post/zip codes, parts of telephone numbers, DOIs or URLs, accession numbers. The algorithm also applies rules for disambiguating results, as different funders can share identical project IDs; for example, grant number 633172 could refer to H2020 project EuroMix but also to Australian-funded NHMRC project “Brain activity (EEG) analysis and brain imaging techniques to measure the neurobiological effects of sleep apnea”. Project mining works very well and was the first Text & Data Mining (TDM) service of OpenAIRE. Performance results vary from funder to funder but precision is higher than 98% for all funders and 99.5% for EC projects. Recall is higher than 95% (99% for EC projects), when projects are properly acknowledged using project/grant IDs. - -**Dataset extraction** runs on publications full-texts as described in “High pass text-filtering for Citation matching”, TPDL 2017[1]. In particular, we search for citations to datasets using their DOIs, titles and other metadata (i.e., dates, creator names, publishers, etc.). We extract parts of the text which look like citations and search for datasets using database join and pattern matching techniques. Based on the experiments described in the paper, precision of the dataset extraction module is 98.5% and recall is 97.4% but it is also probably overestimated since it does not take into account corruptions that may take place during pdf to text extraction. It is calculated on the extracted full-texts of small samples from PubMed and arXiv. - -**Software extraction** runs also on parts of the text which look like citations. We search the citations for links to software in open software repositories, specifically github, sourceforge, bitbucket and the google code archive. After that, we search for links that are included in Software Heritage (SH, https://www.softwareheritage.org) and return the permanent URL that SH provides for each software project. We also enrich this content with user names, titles and descriptions of the software projects using web mining techniques. Since software mining is based on URL matching, our precision is 100% (we return a software link only if we find it in the text and there is no need to disambiguate). As for recall rate, this is not calculable for this mining task. Although we apply all the necessary normalizations to the URLs in order to overcome usual issues (e.g., http or https, existence of www or not, lower/upper case), we do not calculate cases where a software is mentioned using its name and not by a link from the supported software repositories. - -**For the extraction of bio-entities**, we focus on Protein Data Bank (PDB) entries. We have downloaded the database with PDB codes and we update it regularly. We search through the whole publication’s full-text for references to PDB codes. We apply disambiguation rules (e.g., there are PDB codes that are the same as antibody codes or other issues) so that we return valid results. Current precision is 98%. Although it's risky to mention recall rates since these are usually overestimated, we have calculated a recall rate of 98% using small samples from pubmed publications. Moreover, our technique is able to identify about 30% more links to proteins than the ones that are tagged in Pubmed xmls. - -**Other text-mining modules** include mining for links to EPO patents, or custom mining modules for linking research objects to specific research communities, initiatives and infrastructures, e.g. COVID-19 mining module. Apart from text-mining modules, OpenAIRE also provides a document classification service that employs analysis of free text stemming from the abstracts of the publications. The purpose of applying a document classification module is to assign a scientific text one or more predefined content classes. In OpenAIRE, the currently used taxonomies are arXiv, MeSH (Medical Subject Headings), ACM and DDC (Dewey Decimal Classification, or Dewey Decimal System). - -## Bulk Tagging/Deduction - -The Deduction process (also known as “bulk tagging”) enriches each record with new information that can be derived from the existing property values. - -This process is used to associate results to community/research initiatives that are part of OpenAIRE. -As of November 2022, three procedures are in place to relate a research product to a research initiative, infrastructure (RI) or community (RC) based on: - -* subjects: it is possible to specify a list of subjects that are relevant for the RC/RI. Every time one of the subjects is found among the subjects of a result, the result is linked to the RC/RI. - -

    - Bulktagging Subject -

    - - -* data sources: it is possible to list a set of data sources relevant for the RC/RI. All the results collected from these data sources will be linked to the RC/RI -

    - Bulktagging Data source -

    - - When only some results collected from a datasource are relevant for the RC/RI, it is possible to specify a set of selection constraints (SC) that have to be verified before linking the result to the -community. The selection constraint has the form SC = S1 or S2 or ... or Sn. The generic Si has the form Si = si1 and si2 and ...and sin and each sij is a condition on a specific field of the result. The set of fields that can be specified is F={title, author, contributor, description, orcid}, -while the set of condition can be among V={contains, equals, not_contains, not_equals, contains_ignorecase, equals_ignorecase, not_contains_ignorecase, not_equal_ignorecase}, and the value is free text. -A possible selection criteria can be: “All the products whose contributor contains DARIAH “ - -

    - Bulktagging Data source -

    - -* Zenodo community: it is possible to list a set of Zenodo communities relevant for the RC/RI. All the products collected from the listed Zenodo communities are linked to the RC/RI - - -

    - Bulktagging Zenodo Community -

    - - -The list of subjects, Zenodo communities and data sources used to enrich the products are defined by the managers of the community gateway or infrastructure monitoring dashboard associated with the RC/RI. - -## Propagation - -This process enriches the graph by adding new links and/or new properties. The new information is added by exploiting existing semantic -relationships and values between the involved entities - -As of November 2022, the following procedures are in place: - -* Country propagation: updates the property “country” of a results. This happens when the result is collected from an institutional datasource or when the datasource hosting the result is inserted in a whitelist. For all the results whose hosting datasource verifies one of the conditions above, the country of the organization providing the datasource is added to the country of the result: e.g. publication collected from an institutional repository maintained by an italian university will be enriched with the property “country = IT”. -

    - Country Propagation -

    - -* Project propagation: adds a "isProducedBy" relationship (and its inverse) between a Project P and Result R1, if R1 has a strong semantic relationship with another Result R2 and P produces R2: e.g. publication linked to project P “is supplemented by” a dataset D. Dataset D will get the link to project P. The relationships considered for this procedure are “isSupplementedBy” and “isSupplementTo”. -

    - Project Propagation -

    -* Result to RC/RI through organization propagation. The manager of the RC/RI can specify a set of organizations whose product are relevant for the -community. -Each result having such a relation of affiliation with at least one organization relevant for the RC/RI will be linked to it. -

    - Result to community through organization propagation -

    - -* Result to RC/RI through semantic relation: extends the set of products linked to a RC/RI by exploiting strong semantic relationships between the results; -e.g. if a result R1 is associated to the community C and is supplemented by a result R2 then the result R2 will be linked to the community. The relationships considered for this procedure are “isSupplementedBy” and “supplements”. -

    - Result to community through semantic relation propagation -

    -* ORCID identifiers to result through semantic relation. This propagation enriches the results by adding ORCID identifiers to authors. The added ORCID will be marked as "potential" since they have been inserted through propagation. -The process considers the set of overlapping authors between results (R1 and R2) linked with a strong semantic relationship (IsSupplementedBy, IsSupplementTo). -For each author A in the overlapping set, if R1 provides the ORCID value for A and R2 does not, then the author A in R2 will be enriched with the information of the ORCID found in R1. - -

    - Orcid propation through semantic relation -

    - -* affiliation to organization through institutional repository. This propagation adds one "hasAuthorInstitution" relationship (and its inverse) -between a Result R and Organization O, -if R was collected from a datasource D with type institutional repository, and D was provided by O. -

    - Affiliation propagation through institutional repository -

    - -* affiliation to organization through semantic relation. This propagation adds one "hasAuthorInstitution" relationship (and its inverse) between a -Result R and an Organization O, -if R has an affiliation relation with an organization O1 that is in relation "isChildOf" with O. - -

    - Affiliation propagation through semantic relation -

    - The algorithm exploits only the organization leaves that are in a "IsChildOf" relation with another organization. So far one single step is done -

    - propagation strategy -

    \ No newline at end of file diff --git a/sidebars.js b/sidebars.js index ba0f462..a56bffb 100644 --- a/sidebars.js +++ b/sidebars.js @@ -82,11 +82,14 @@ const sidebars = { { type: 'category', label: "Enrichment", - link: {type: 'doc', id: 'data-provision/enrichment/enrichment'}, + link: { + type: 'generated-index', + description: 'The OpenAIRE Graph is enriched using the different processes that we describe in this section.' + }, items: [ { type: 'category', - label: "Mining algorithms", + label: "Mining", link: { type: 'generated-index', description: 'The Text and Data Mining (TDM) algorithms used for enriching the OpenAIRE Graph are grouped in the following main categories:' @@ -103,6 +106,8 @@ const sidebars = { { type: 'doc', id: 'data-provision/enrichment/metadata_extraction' }, ] }, + { type: 'doc', id: 'data-provision/enrichment/bulk-tagging' }, + { type: 'doc', id: 'data-provision/enrichment/propagation' }, { type: 'doc', id: 'data-provision/enrichment/impact-scores' }, ] }, From eb2364b8f45fe7e53264ac1612b1ce841c5a4813 Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Fri, 2 Dec 2022 12:26:21 +0200 Subject: [PATCH 15/49] Add missing enrichment files --- .../data-provision/enrichment/bulk-tagging.md | 38 +++++++++++++ docs/data-provision/enrichment/propagation.md | 54 +++++++++++++++++++ 2 files changed, 92 insertions(+) create mode 100644 docs/data-provision/enrichment/bulk-tagging.md create mode 100644 docs/data-provision/enrichment/propagation.md diff --git a/docs/data-provision/enrichment/bulk-tagging.md b/docs/data-provision/enrichment/bulk-tagging.md new file mode 100644 index 0000000..3f1f4ac --- /dev/null +++ b/docs/data-provision/enrichment/bulk-tagging.md @@ -0,0 +1,38 @@ + +# Bulk Tagging/Deduction + +The Deduction process (also known as “bulk tagging”) enriches each record with new information that can be derived from the existing property values. + +This process is used to associate results to community/research initiatives that are part of OpenAIRE. +As of November 2022, three procedures are in place to relate a research product to a research initiative, infrastructure (RI) or community (RC) based on: + +* subjects: it is possible to specify a list of subjects that are relevant for the RC/RI. Every time one of the subjects is found among the subjects of a result, the result is linked to the RC/RI. + +

    + Bulktagging Subject +

    + + +* data sources: it is possible to list a set of data sources relevant for the RC/RI. All the results collected from these data sources will be linked to the RC/RI +

    + Bulktagging Data source +

    + + When only some results collected from a datasource are relevant for the RC/RI, it is possible to specify a set of selection constraints (SC) that have to be verified before linking the result to the +community. The selection constraint has the form SC = S1 or S2 or ... or Sn. The generic Si has the form Si = si1 and si2 and ...and sin and each sij is a condition on a specific field of the result. The set of fields that can be specified is F={title, author, contributor, description, orcid}, +while the set of condition can be among V={contains, equals, not_contains, not_equals, contains_ignorecase, equals_ignorecase, not_contains_ignorecase, not_equal_ignorecase}, and the value is free text. +A possible selection criteria can be: “All the products whose contributor contains DARIAH “ + +

    + Bulktagging Data source +

    + +* Zenodo community: it is possible to list a set of Zenodo communities relevant for the RC/RI. All the products collected from the listed Zenodo communities are linked to the RC/RI + + +

    + Bulktagging Zenodo Community +

    + + +The list of subjects, Zenodo communities and data sources used to enrich the products are defined by the managers of the community gateway or infrastructure monitoring dashboard associated with the RC/RI. diff --git a/docs/data-provision/enrichment/propagation.md b/docs/data-provision/enrichment/propagation.md new file mode 100644 index 0000000..604dafa --- /dev/null +++ b/docs/data-provision/enrichment/propagation.md @@ -0,0 +1,54 @@ +# Propagation + +This process enriches the graph by adding new links and/or new properties. The new information is added by exploiting existing semantic +relationships and values between the involved entities + +As of November 2022, the following procedures are in place: + +* Country propagation: updates the property “country” of a results. This happens when the result is collected from an institutional datasource or when the datasource hosting the result is inserted in a whitelist. For all the results whose hosting datasource verifies one of the conditions above, the country of the organization providing the datasource is added to the country of the result: e.g. publication collected from an institutional repository maintained by an italian university will be enriched with the property “country = IT”. +

    + Country Propagation +

    + +* Project propagation: adds a "isProducedBy" relationship (and its inverse) between a Project P and Result R1, if R1 has a strong semantic relationship with another Result R2 and P produces R2: e.g. publication linked to project P “is supplemented by” a dataset D. Dataset D will get the link to project P. The relationships considered for this procedure are “isSupplementedBy” and “isSupplementTo”. +

    + Project Propagation +

    +* Result to RC/RI through organization propagation. The manager of the RC/RI can specify a set of organizations whose product are relevant for the +community. +Each result having such a relation of affiliation with at least one organization relevant for the RC/RI will be linked to it. +

    + Result to community through organization propagation +

    + +* Result to RC/RI through semantic relation: extends the set of products linked to a RC/RI by exploiting strong semantic relationships between the results; +e.g. if a result R1 is associated to the community C and is supplemented by a result R2 then the result R2 will be linked to the community. The relationships considered for this procedure are “isSupplementedBy” and “supplements”. +

    + Result to community through semantic relation propagation +

    +* ORCID identifiers to result through semantic relation. This propagation enriches the results by adding ORCID identifiers to authors. The added ORCID will be marked as "potential" since they have been inserted through propagation. +The process considers the set of overlapping authors between results (R1 and R2) linked with a strong semantic relationship (IsSupplementedBy, IsSupplementTo). +For each author A in the overlapping set, if R1 provides the ORCID value for A and R2 does not, then the author A in R2 will be enriched with the information of the ORCID found in R1. + +

    + Orcid propation through semantic relation +

    + +* affiliation to organization through institutional repository. This propagation adds one "hasAuthorInstitution" relationship (and its inverse) +between a Result R and Organization O, +if R was collected from a datasource D with type institutional repository, and D was provided by O. +

    + Affiliation propagation through institutional repository +

    + +* affiliation to organization through semantic relation. This propagation adds one "hasAuthorInstitution" relationship (and its inverse) between a +Result R and an Organization O, +if R has an affiliation relation with an organization O1 that is in relation "isChildOf" with O. + +

    + Affiliation propagation through semantic relation +

    + The algorithm exploits only the organization leaves that are in a "IsChildOf" relation with another organization. So far one single step is done +

    + propagation strategy +

    \ No newline at end of file From 2cd5c4d686709bde3d242c1f1df7b710b5d6737f Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Fri, 2 Dec 2022 12:37:54 +0200 Subject: [PATCH 16/49] Remove stats page for now --- docs/data-provision/stats.md | 7 ------- sidebars.js | 1 - 2 files changed, 8 deletions(-) delete mode 100644 docs/data-provision/stats.md diff --git a/docs/data-provision/stats.md b/docs/data-provision/stats.md deleted file mode 100644 index 6f1cb17..0000000 --- a/docs/data-provision/stats.md +++ /dev/null @@ -1,7 +0,0 @@ ---- -sidebar_position: 6 ---- - -# Stats analysis - -The OpenAIRE Graph is also processed by a pipeline for extracting the statistics and producing the charts for funders, research initiative, infrastructures, and policy makers that you can see on MONITOR. Based on the information available on the graph, OpenAIRE provides a set of indicators for monitoring the funding and research impact and the uptake of Open Science publishing practices, such as Open Access publishing of publications and datasets, availability of interlinks between research products, availability of post-print versions in institutional or thematic Open Access repositories, etc. \ No newline at end of file diff --git a/sidebars.js b/sidebars.js index 88c6175..2358d81 100644 --- a/sidebars.js +++ b/sidebars.js @@ -113,7 +113,6 @@ const sidebars = { }, { type: 'doc', id: 'data-provision/post-cleaning' }, { type: 'doc', id: 'data-provision/indexing' }, - { type: 'doc', id: 'data-provision/stats' }, ] }, { From ac7554cb8a598cf1982d05a0d470d2187918f256 Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Fri, 2 Dec 2022 13:57:16 +0200 Subject: [PATCH 17/49] Minor rephrasing --- docs/data-provision/aggregation/aggregation.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/data-provision/aggregation/aggregation.md b/docs/data-provision/aggregation/aggregation.md index d1711b3..037d98e 100644 --- a/docs/data-provision/aggregation/aggregation.md +++ b/docs/data-provision/aggregation/aggregation.md @@ -11,7 +11,7 @@ OpenAIRE materializes an open, participatory research graph (the OpenAIRE Graph) OpenAIRE aggregates metadata records describing objects of the research life-cycle from content providers compliant to the [OpenAIRE guidelines](https://guidelines.openaire.eu/) and from entity registries (i.e. data sources offering authoritative lists of entities, like [OpenDOAR](https://v2.sherpa.ac.uk/opendoar/), [re3data](https://www.re3data.org/), [DOAJ](https://doaj.org/), and various funder databases). After collection, metadata are transformed according to the OpenAIRE internal metadata model, which is used to generate the final OpenAIRE Graph, accessible from the [OpenAIRE EXPLORE portal](https://explore.openaire.eu) and the [APIs](https://graph.openaire.eu/develop/). The transformation process includes the application of cleaning functions whose goal is to ensure that values are harmonised according to a common format (e.g. dates as YYYY-MM-dd) and, whenever applicable, to a common controlled vocabulary. The controlled vocabularies used for cleansing are accessible at [api.openaire.eu/vocabularies](https://api.openaire.eu/vocabularies/). Each vocabulary features a set of controlled terms, each with one code, one label, and a set of synonyms. If a synonym is found as field value, the value is updated with the corresponding term. -Also, the OpenAIRE Graph is extended with other relevant scholarly communication sources that do not follow the OpenAIRE Guidelines and/or are too large to be integrated via the “normal” aggregation mechanism: DOIBoost (which merges Crossref, ORCID, Microsoft Academic Graph, and Unpaywall). +In addition, the OpenAIRE Graph is extended with other relevant scholarly communication sources that need special handling, either because they do not strictly follow the OpenAIRE Guidelines or due to the vast amount of data of data they offer (e.g. DOIBoost, that merges Crossref, ORCID, Microsoft Academic Graph, and Unpaywall).

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zcf_wqOuRzV#==JVn%YL&z_Yv9tVGbAQ^(D?Cy0cM!&2AZ;JW2ga4#hx(IT%v_U5$F zp(xV3!!|$D<>iP)ymPx5@X0x2GaeO-3oY+0eWw%~Bgu|s=qF3dR|g}jGws4=3V(u>Rz?0e&HV-B|J*;13-V6i&q3k0@*)|CXV-CUsQ5!a z@Z9#pnxLjQlsoUkPQ6NBovTlR6%1uQ&w^lY!Z+#$w=M0`#|^H|8(nlm!@|s|MZK)I zUe9bvc)cyW`|6n9HM&=wu95jhz*NByDR>rKOXl1hVbJUDr-nnmGg3ItWNqj^`NyTw z@$ez2@Lx%($8g zx>lL9XyUGzYmulI_^*b83nh7o Date: Mon, 5 Dec 2022 12:45:57 +0100 Subject: [PATCH 19/49] [CommunityModel] first version of the community model --- docs/downloads/alternative-model/cfhb.md | 30 ++++ .../alternative-model/communityInstance.md | 37 +++++ docs/downloads/alternative-model/context.md | 46 ++++++ .../alternative-model/extendedresult.md | 143 ++++++++++++++++++ docs/downloads/alternative-model/funder.md | 72 +++++++++ docs/downloads/alternative-model/project.md | 134 ++++++++++++++++ docs/downloads/alternative-model/validated.md | 41 +++++ docs/downloads/alternativedump.md | 16 ++ docs/downloads/downloads.md | 5 +- docs/downloads/subgraphs.md | 3 +- 10 files changed, 524 insertions(+), 3 deletions(-) create mode 100644 docs/downloads/alternative-model/cfhb.md create mode 100644 docs/downloads/alternative-model/communityInstance.md create mode 100644 docs/downloads/alternative-model/context.md create mode 100644 docs/downloads/alternative-model/extendedresult.md create mode 100644 docs/downloads/alternative-model/funder.md create mode 100644 docs/downloads/alternative-model/project.md create mode 100644 docs/downloads/alternative-model/validated.md create mode 100644 docs/downloads/alternativedump.md diff --git a/docs/downloads/alternative-model/cfhb.md b/docs/downloads/alternative-model/cfhb.md new file mode 100644 index 0000000..168be58 --- /dev/null +++ b/docs/downloads/alternative-model/cfhb.md @@ -0,0 +1,30 @@ +--- + +sidebar_position: 1 + +--- + +# CfHbKeyValue + +Information about the sources from which the record has been collected + + + @JsonSchema(description = "the OpenAIRE identifier of the data source") +### key +_Type: String • Cardinality: ONE_ + +the OpenAIRE identifier of the data source + +```json +"key":"10|openaire____::081b82f96300b6a6e3d282bad31cb6e2" +``` + +### value +_Type: String • Cardinality: ONE_ + +The name of the data source + +```json +"value":"Crossref" +``` + diff --git a/docs/downloads/alternative-model/communityInstance.md b/docs/downloads/alternative-model/communityInstance.md new file mode 100644 index 0000000..0ec83ca --- /dev/null +++ b/docs/downloads/alternative-model/communityInstance.md @@ -0,0 +1,37 @@ +--- + +sidebar_position: 1 + +--- + +# CommunityInstance + +It is a subclass of [Instance](../../data-model/entities/result#instance) extended with information regarding the collection and hosting source for this materialization of the result. + +### hostedby +_Type: [CfHbKeyValue](./cfhb) • Cardinality: ONE_ + +Information about the source from which the instance can be viewed or downloaded. + +```json + +"hostedby": { + "key": "10|issn___print::35ee75a5ad42581d604be113a8f56427", + "value": "New Phytologist" + }, + +``` + +### collectedfrom +_Type: [CfHbKeyValue](./cfhb) • Cardinality: ONE_ + +Information about the source from which the record has been collected + + +```json + +"collectedfrom": { + "key": "10|openaire____::081b82f96300b6a6e3d282bad31cb6e2", + "value": "Crossref" + } +``` \ No newline at end of file diff --git a/docs/downloads/alternative-model/context.md b/docs/downloads/alternative-model/context.md new file mode 100644 index 0000000..0b50ca3 --- /dev/null +++ b/docs/downloads/alternative-model/context.md @@ -0,0 +1,46 @@ +--- + +sidebar_position: 1 + +--- + +# Context + +Information related to research initiative/community (RI/RC) related to the result + +### code +_Type: String • Cardinality: ONE_ + +Code identifying the RI/RC. + +```json +"code":"sdsn-gr" + +``` + + +### label +_Type: String • Cardinality: ONE_ + +Label of the RI/RC + +```json +"label":"SDSN - Greece" +``` + +### provenance +_Type: [Provenance](../../../data-model/entities/other#provenance-2) • Cardinality: MANY_ + +Why this result is associated to the RI/RC. + +```json + +"provenance":[{ + "provenance":"Inferred by OpenAIRE", + "trust":"0.9" + }, + ... + ] + +``` + diff --git a/docs/downloads/alternative-model/extendedresult.md b/docs/downloads/alternative-model/extendedresult.md new file mode 100644 index 0000000..2e90acc --- /dev/null +++ b/docs/downloads/alternative-model/extendedresult.md @@ -0,0 +1,143 @@ +--- + +sidebar_position: 1 + +--- + + +# Extended Result + + +It is a subclass of [Result](../../../data-model/entities/result) extended with information regarding projects (and funders), research communities/infrastructure and related data sources. + + + +### projects + +_Type: [Project](project.md) • Cardinality: MANY_ + + +List of projects (i.e. grants) that (co-)funded the production of the research results + + +```json + + +"projects": [ + { + "id": "40|corda__h2020::94c4a066401e22002c4811a301bb4655", + "code": "727929", + "acronym": "TomRes", + "title": "A NOVEL AND INTEGRATED APPROACH TO INCREASE MULTIPLE AND COMBINED STRESS TOLERANCE IN PLANTS USING TOMATO AS A MODEL", + "funder": { + "shortName": "EC", + "name": "European Commission", + "jurisdiction": "EU", + "fundingStream": "H2020" + }, + "provenance": { + "provenance": "Harvested", + "trust": "0.900000000000000022" + }, + "validated": { + "validationDate": "2021-0101", + "validatedByFunder": true + } + }, + ... + ] + +``` + +### context + +_Type: [Context](./context) • Cardinality: MANY_ + + +Reference to relevant research infrastructure, initiative or communities (RI/RC) among those collaborating with OpenAIRE. Please see https://connect.openaire.eu" that are publicly visible + + +```json + + +"context":[ + { + "code":"sdsn-gr", + "label":"SDSN - Greece", + "provenance":[ + { + "provenance":"Inferred by OpenAIRE", + "trust":"0.9" + } + ] + }, + ... + ] + +``` + + + +### collectedfrom + +_Type: [CfHbKeyValue](./cfhb) • Cardinality: MANY_ + + +Information about the sources from which the record has been collected + + +```json + +"collectedfrom":[ + { + "key":"10|openaire____::081b82f96300b6a6e3d282bad31cb6e2", + "value":"Crossref" + }, + ... + ] + +``` + + +### instance + +_Type: [CommunityInstance](./communityInstance) • Cardinality: MANY_ + +Information about the source from which the instance can be viewed or downloaded. + +```json + + +"instance": [ + { + "license": "http://doi.wiley.com/10.1002/tdm_license_1.1", + "accessright": { + "code": "c_16ec", + "label": "RESTRICTED", + "scheme": "http://vocabularies.coar-repositories.org/documentation/access_rights/", + "openAccessRoute": null + }, + "type": "Article", + "url": [ + "https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1111%2Fnph.15014", + "http://onlinelibrary.wiley.com/wol1/doi/10.1111/nph.15014/fullpdf", + "http://dx.doi.org/10.1111/nph.15014" + ], + "publicationdate": "2018-02-09", + "refereed": "UNKNOWN", + "hostedby": { + "key": "10|issn___print::35ee75a5ad42581d604be113a8f56427", + "value": "New Phytologist" + }, + "collectedfrom": { + "key": "10|openaire____::081b82f96300b6a6e3d282bad31cb6e2", + "value": "Crossref" + } + }, + ... + ] + + +``` + + diff --git a/docs/downloads/alternative-model/funder.md b/docs/downloads/alternative-model/funder.md new file mode 100644 index 0000000..49671c3 --- /dev/null +++ b/docs/downloads/alternative-model/funder.md @@ -0,0 +1,72 @@ +--- + +sidebar_position: 1 + +--- + +# Funder + + +Information about the funder funding the project + + +### fundingStream + +_Type: String • Cardinality: ONE_ + + +Funding information for the project. + + +```json + +"funding_stream": "H2020" + + +``` + +### jurisdiction + +_Type: String • Cardinality: ONE_ + + +Geographical jurisdiction (e.g. for European Commission is EU, for Croatian Science Foundation is HR). + + +```json + +"jurisdiction": "EU" + +``` + + +### name + +_Type: String • Cardinality: ONE_ + + +The name of the funder. + + +```json + +"name": "European Commission" + +``` + + +### shortName + +_Type: String • Cardinality: ONE_ + + +The short name of the funder. + + +```json + +"shortName": "EC" + +``` + + diff --git a/docs/downloads/alternative-model/project.md b/docs/downloads/alternative-model/project.md new file mode 100644 index 0000000..b0bae91 --- /dev/null +++ b/docs/downloads/alternative-model/project.md @@ -0,0 +1,134 @@ +--- + +sidebar_position: 1 + +--- + + + +# Project + + +The information about the projects related to the result + + +### id + +_Type: String • Cardinality: ONE_ + + +Main entity identifier, created according to the [OpenAIRE entity identifier and PID mapping policy](../../data-model/pids-and-identifiers). + + +```json + +"id": "40|corda__h2020::70ea22400fd890c5033cb31642c4ae68" + +``` + + +### code + +_Type: String • Cardinality: ONE_ + + +Τhe grant agreement code of the project. + + +```json + +"code": "777541" + +``` + + +### acronym + +_Type: String • Cardinality: ONE_ + + +Project's acronym. + + +```json + +"acronym": "OpenAIRE-Advance" + +``` + + +### title + +_Type: String • Cardinality: ONE_ + + +Project's title. + + +```json + +"title": "OpenAIRE Advancing Open Scholarship" + +``` + + +### funder + +_Type [Funder](funder.md) • Cardinality: ONE_ + + +Information about the funder funding the project + + +```json + + +"funder": { + "shortName": "EC", + "name": "European Commission", + "jurisdiction": "EU", + "fundingStream": "H2020" + } + + +``` + +### provenace + + +_Type [Provenance](../../data-model/entities/other#provenance-2) • Cardinality: ONE_ + + +The reason why the project is associated to the result + + +```json + + +"provenance": { + "provenance": "Harvested", + "trust": "0.900000000000000022" + } + +``` + + +### validated + + +_Type [Validated](validated.md) • Cardinality: ONE_ + + +Specifies it the association between the project and the result was validated + + +```json + + +"validated": { + "validationDate": "2021-0101", + "validatedByFunder": true + } + +``` + diff --git a/docs/downloads/alternative-model/validated.md b/docs/downloads/alternative-model/validated.md new file mode 100644 index 0000000..b6be470 --- /dev/null +++ b/docs/downloads/alternative-model/validated.md @@ -0,0 +1,41 @@ +--- + +sidebar_position: 1 + +--- + +# Validated + + +Information about the validtion of the association between the result and the funding information + + +### validationDate + +_Type: String • Cardinality: ONE_ + + +When OpenAIRE collected the association between the funding and the result from an authoritative source (i.e. Sygma) + + +```json + +"validationDate": "2021-0101" + +``` + + +### validatedByFunder + +_Type: Boolean • Cardinality: ONE_ + + +Specifies if the validation comes from the funder + + +```json + + +"validatedByFunder": true + +``` \ No newline at end of file diff --git a/docs/downloads/alternativedump.md b/docs/downloads/alternativedump.md new file mode 100644 index 0000000..b22f3b2 --- /dev/null +++ b/docs/downloads/alternativedump.md @@ -0,0 +1,16 @@ +--- +sidebar_position: 4 +--- + +# Dump of Research Communities/Infrastructure and products related to projects + +The dump for Research Communities/Infrastructure and products related to projects do not follow the model used to dump the whole graph. +The main differences are: + + * only research products are dumped (no relations, and entities different from results) + * the dumped results are extended with information that can be inferred in the whole dump namely: + * funding information if present + * associated research community/infrastructure + * associated data sources + +So we have just one entity which is the [extended result](alternative-model/extendedresult.md) \ No newline at end of file diff --git a/docs/downloads/downloads.md b/docs/downloads/downloads.md index ef4c702..1bdcdcb 100644 --- a/docs/downloads/downloads.md +++ b/docs/downloads/downloads.md @@ -9,8 +9,9 @@ You can download the full OpenAIRE Research Dump as well as its schema from the Dataset: https://doi.org/10.5281/zenodo.3516917 Schema: https://doi.org/10.5281/zenodo.4238938 - - This dataset is licensed under a Creative Commons Attribution 4.0 International License. + +The schema used to dump this dataset mirrors the one described in the [Data Model](../data-model) +This dataset is licensed under a Creative Commons Attribution 4.0 International License. It is composed of several files so that you can download the parts you are interested into. The files are named after the entity they store (i.e. publication, dataset). Each file is at most 10GB and it is a tar archive containing gz files, each with one json per line. diff --git a/docs/downloads/subgraphs.md b/docs/downloads/subgraphs.md index 53b9a04..04ac1ba 100644 --- a/docs/downloads/subgraphs.md +++ b/docs/downloads/subgraphs.md @@ -16,7 +16,8 @@ In the following, you can find the list of alternative Dumps currently available This dataset is licensed under a Creative Commons Attribution 4.0 International License. It contains metadata records of publications, research data, software and projects on the topic of Corona Virus and COVID-19. This dump is part of the activities of OpenAIRE to support the fight against COVID-19 together with the OpenAIRE COVID-19 Gateway. -The dump consists of a tar archive containing gzip files with one json per line. +The dump consists of a tar archive containing gzip files with one json per line. The model of this dump differs from the one of the whole graph. +The differences are shown in the [Alternative Model Dump](./alternativedump) ## The dump of funded products From 47394afd5eafbe07913b7037f16e2352ceec2b73 Mon Sep 17 00:00:00 2001 From: "miriam.baglioni" Date: Mon, 5 Dec 2022 15:39:25 +0100 Subject: [PATCH 20/49] [CommunityModel] added comments on subgraphs --- docs/downloads/subgraphs.md | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/docs/downloads/subgraphs.md b/docs/downloads/subgraphs.md index 04ac1ba..03fe641 100644 --- a/docs/downloads/subgraphs.md +++ b/docs/downloads/subgraphs.md @@ -28,13 +28,14 @@ The differences are shown in the [Alternative Model Dump](./alternativedump) This dataset is licensed under a Creative Commons Attribution 4.0 International License. It contains metadata records of research products (research literature, data, software, other types of research products) with funding information available in the OpenAIRE Graph. Records are grouped by funder in a dedicated archive file. Each tar archive contains -gzip files, each with one json record per line. +gzip files, each with one json record per line. The model of this dump differs from the one of the whole graph. + The differences are shown in the [Alternative Model Dump](./alternativedump) ## The dump of delta projects Dataset: https://doi.org/10.5281/zenodo.7119633 - Schema: https://doi.org/10.5281/zenodo.5799514 + Schema: https://doi.org/10.5281/zenodo.4238938 This dataset is licensed under a Creative Commons Attribution 4.0 International License. It contains the metadata records of projects collected by OpenAIRE in a given time frame. Usually one deposition of collected projects is done for each release of the OpenAIRE Graph @@ -48,7 +49,9 @@ gzip files, each with one json record per line. This dataset is licensed under a Creative Commons Attribution 4.0 International License. The dataset contains one file per community/initiative/infrastructure collaborating with OpenAIRE. Check out also their community gateways on - CONNECT. Each file is a tar archive containing gzip files with one json per line. The only communities/research initiative/infrastructure we dump are those visible to everyone. + CONNECT. Each file is a tar archive containing gzip files with one json per line. The only communities/research initiative/infrastructure we dump are those visible to everyone. + The model of this dump differs from the one of the whole graph. + The differences are shown in the [Alternative Model Dump](./alternativedump) ## The dump of ScholeXplorer From ede1bd98ead67a46b252d1a5ec7dcaf9ca855f20 Mon Sep 17 00:00:00 2001 From: Claudio Atzori Date: Tue, 6 Dec 2022 15:46:40 +0100 Subject: [PATCH 21/49] added release.properties file --- release.properties | 8 ++++++++ 1 file changed, 8 insertions(+) create mode 100644 release.properties diff --git a/release.properties b/release.properties new file mode 100644 index 0000000..1326652 --- /dev/null +++ b/release.properties @@ -0,0 +1,8 @@ +#The name of the tag +tag_name=1.0 +# A description of the tag +tag_description=1.0 is our 1st tag +#The release name +release_name=release-1.0 +#The release description +release_description=this is the release 1.0 \ No newline at end of file From bee82cbd4c19acbac6db510b18fd55616eeb5577 Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Tue, 6 Dec 2022 18:43:54 +0200 Subject: [PATCH 22/49] Re-arrange downloads section --- docs/downloads/alternative-model/cfhb.md | 4 +- docs/downloads/alternative-model/context.md | 4 +- .../alternative-model/extendedresult.md | 8 ++-- docs/downloads/alternative-model/funder.md | 2 +- docs/downloads/alternative-model/project.md | 8 ++-- docs/downloads/alternative-model/validated.md | 6 +-- docs/downloads/alternativedump.md | 16 ------- docs/downloads/beginners-kit.md | 6 +++ docs/downloads/downloads.md | 42 ------------------- docs/downloads/full-graph.md | 23 ++++++++++ docs/downloads/related-datasets.md | 18 ++++++++ docs/downloads/starter-kit.md | 6 --- docs/downloads/subgraphs.md | 37 ++++++++-------- sidebars.js | 21 ++++++---- 14 files changed, 95 insertions(+), 106 deletions(-) delete mode 100644 docs/downloads/alternativedump.md create mode 100644 docs/downloads/beginners-kit.md delete mode 100644 docs/downloads/downloads.md create mode 100644 docs/downloads/full-graph.md create mode 100644 docs/downloads/related-datasets.md delete mode 100644 docs/downloads/starter-kit.md diff --git a/docs/downloads/alternative-model/cfhb.md b/docs/downloads/alternative-model/cfhb.md index 168be58..db13233 100644 --- a/docs/downloads/alternative-model/cfhb.md +++ b/docs/downloads/alternative-model/cfhb.md @@ -6,7 +6,7 @@ sidebar_position: 1 # CfHbKeyValue -Information about the sources from which the record has been collected +Information about the sources from which the record has been collected. @JsonSchema(description = "the OpenAIRE identifier of the data source") @@ -22,7 +22,7 @@ the OpenAIRE identifier of the data source ### value _Type: String • Cardinality: ONE_ -The name of the data source +The name of the data source. ```json "value":"Crossref" diff --git a/docs/downloads/alternative-model/context.md b/docs/downloads/alternative-model/context.md index 0b50ca3..2684d85 100644 --- a/docs/downloads/alternative-model/context.md +++ b/docs/downloads/alternative-model/context.md @@ -6,7 +6,7 @@ sidebar_position: 1 # Context -Information related to research initiative/community (RI/RC) related to the result +Information related to research initiative/community (RI/RC) related to the result. ### code _Type: String • Cardinality: ONE_ @@ -22,7 +22,7 @@ Code identifying the RI/RC. ### label _Type: String • Cardinality: ONE_ -Label of the RI/RC +Label of the RI/RC. ```json "label":"SDSN - Greece" diff --git a/docs/downloads/alternative-model/extendedresult.md b/docs/downloads/alternative-model/extendedresult.md index 2e90acc..d9e9b0c 100644 --- a/docs/downloads/alternative-model/extendedresult.md +++ b/docs/downloads/alternative-model/extendedresult.md @@ -17,7 +17,7 @@ It is a subclass of [Result](../../../data-model/entities/result) extended with _Type: [Project](project.md) • Cardinality: MANY_ -List of projects (i.e. grants) that (co-)funded the production of the research results +List of projects (i.e. grants) that (co-)funded the production of the research results. ```json @@ -54,7 +54,7 @@ List of projects (i.e. grants) that (co-)funded the production of the research r _Type: [Context](./context) • Cardinality: MANY_ -Reference to relevant research infrastructure, initiative or communities (RI/RC) among those collaborating with OpenAIRE. Please see https://connect.openaire.eu" that are publicly visible +Reference to relevant research infrastructure, initiative or communities (RI/RC) among those collaborating with OpenAIRE. Please see https://connect.openaire.eu that are publicly visible. ```json @@ -83,7 +83,7 @@ Reference to relevant research infrastructure, initiative or communities (RI/RC) _Type: [CfHbKeyValue](./cfhb) • Cardinality: MANY_ -Information about the sources from which the record has been collected +Information about the sources from which the record has been collected. ```json @@ -139,5 +139,3 @@ Information about the source from which the instance can be viewed or downloaded ``` - - diff --git a/docs/downloads/alternative-model/funder.md b/docs/downloads/alternative-model/funder.md index 49671c3..1da93a9 100644 --- a/docs/downloads/alternative-model/funder.md +++ b/docs/downloads/alternative-model/funder.md @@ -7,7 +7,7 @@ sidebar_position: 1 # Funder -Information about the funder funding the project +Information about the funder funding the project. ### fundingStream diff --git a/docs/downloads/alternative-model/project.md b/docs/downloads/alternative-model/project.md index b0bae91..774b487 100644 --- a/docs/downloads/alternative-model/project.md +++ b/docs/downloads/alternative-model/project.md @@ -9,7 +9,7 @@ sidebar_position: 1 # Project -The information about the projects related to the result +The information about the projects related to the result. ### id @@ -77,7 +77,7 @@ Project's title. _Type [Funder](funder.md) • Cardinality: ONE_ -Information about the funder funding the project +Information about the funder funding the project. ```json @@ -99,7 +99,7 @@ Information about the funder funding the project _Type [Provenance](../../data-model/entities/other#provenance-2) • Cardinality: ONE_ -The reason why the project is associated to the result +The reason why the project is associated to the result. ```json @@ -119,7 +119,7 @@ The reason why the project is associated to the result _Type [Validated](validated.md) • Cardinality: ONE_ -Specifies it the association between the project and the result was validated +Specifies it the association between the project and the result was validated. ```json diff --git a/docs/downloads/alternative-model/validated.md b/docs/downloads/alternative-model/validated.md index b6be470..e92b2c9 100644 --- a/docs/downloads/alternative-model/validated.md +++ b/docs/downloads/alternative-model/validated.md @@ -7,7 +7,7 @@ sidebar_position: 1 # Validated -Information about the validtion of the association between the result and the funding information +Information about the validtion of the association between the result and the funding information. ### validationDate @@ -15,7 +15,7 @@ Information about the validtion of the association between the result and the fu _Type: String • Cardinality: ONE_ -When OpenAIRE collected the association between the funding and the result from an authoritative source (i.e. Sygma) +When OpenAIRE collected the association between the funding and the result from an authoritative source (i.e. Sygma). ```json @@ -30,7 +30,7 @@ When OpenAIRE collected the association between the funding and the result from _Type: Boolean • Cardinality: ONE_ -Specifies if the validation comes from the funder +Specifies if the validation comes from the funder. ```json diff --git a/docs/downloads/alternativedump.md b/docs/downloads/alternativedump.md deleted file mode 100644 index b22f3b2..0000000 --- a/docs/downloads/alternativedump.md +++ /dev/null @@ -1,16 +0,0 @@ ---- -sidebar_position: 4 ---- - -# Dump of Research Communities/Infrastructure and products related to projects - -The dump for Research Communities/Infrastructure and products related to projects do not follow the model used to dump the whole graph. -The main differences are: - - * only research products are dumped (no relations, and entities different from results) - * the dumped results are extended with information that can be inferred in the whole dump namely: - * funding information if present - * associated research community/infrastructure - * associated data sources - -So we have just one entity which is the [extended result](alternative-model/extendedresult.md) \ No newline at end of file diff --git a/docs/downloads/beginners-kit.md b/docs/downloads/beginners-kit.md new file mode 100644 index 0000000..5bb8548 --- /dev/null +++ b/docs/downloads/beginners-kit.md @@ -0,0 +1,6 @@ +--- +sidebar_position: 2 +--- + +# Beginners kit + diff --git a/docs/downloads/downloads.md b/docs/downloads/downloads.md deleted file mode 100644 index 1bdcdcb..0000000 --- a/docs/downloads/downloads.md +++ /dev/null @@ -1,42 +0,0 @@ ---- -sidebar_position: 4 ---- - -# Bulk downloads - -You can download the full OpenAIRE Research Dump as well as its schema from the following links: - - Dataset: https://doi.org/10.5281/zenodo.3516917 - - Schema: https://doi.org/10.5281/zenodo.4238938 - -The schema used to dump this dataset mirrors the one described in the [Data Model](../data-model) -This dataset is licensed under a Creative Commons Attribution 4.0 International License. -It is composed of several files so that you can download the parts you are interested into. The files are named after the entity they store (i.e. publication, dataset). Each file is at most 10GB and it is -a tar archive containing gz files, each with one json per line. - - -:::note Tip! - -For a visual and interactive overview of the JSON schema, we suggest to use a JSON schema viewer like [jsonschemaviewer](https://navneethg.github.io/jsonschemaviewer/) (you just need to copy the schema and then you can easily navigate through the nodes). - -::: - - -

    diff --git a/docs/downloads/full-graph.md b/docs/downloads/full-graph.md new file mode 100644 index 0000000..1aa9131 --- /dev/null +++ b/docs/downloads/full-graph.md @@ -0,0 +1,23 @@ +--- +sidebar_position: 1 +--- + +# Full graph dump + +You can download the full OpenAIRE Research Graph Dump as well as its schema from the following links: + + Dataset: https://doi.org/10.5281/zenodo.3516917 + + Schema: https://doi.org/10.5281/zenodo.4238938 + +The schema used to dump this dataset mirrors the one described in the [Data Model](../data-model). +This dataset is licensed under a Creative Commons Attribution 4.0 International License. +It is composed of several files so that you can download the parts you are interested into. The files are named after the entity they store (i.e. publication, dataset). Each file is at most 10GB and it is +a tar archive containing gz files, each with one json per line. + + +:::note Tip! + +For a visual and interactive overview of the JSON schema, we suggest to use a JSON schema viewer like [jsonschemaviewer](https://navneethg.github.io/jsonschemaviewer/) (you just need to copy the schema and then you can easily navigate through the nodes). + +::: diff --git a/docs/downloads/related-datasets.md b/docs/downloads/related-datasets.md new file mode 100644 index 0000000..93f112c --- /dev/null +++ b/docs/downloads/related-datasets.md @@ -0,0 +1,18 @@ +--- +sidebar_position: 4 +--- + +# Other related datasets + +In this page, we list other related datasets; please refer to their respective schema definitions for the data model they follow. + +## The dump of ScholeXplorer + + Dataset: https://doi.org/10.5281/zenodo.6338616 + + Schema (Scholix version 3): https://doi.org/10.5281/zenodo.1120275 + + Schema (Scholix version 4): https://doi.org/10.5281/zenodo.6351557 + +This dataset is licensed under a CC0 1.0 Universal (CC0 1.0) Public Domain Dedication. +The dataset contains the GZ-compressed dump of the Scholix links exposed by the OpenAIRE ScholeXplorer service. \ No newline at end of file diff --git a/docs/downloads/starter-kit.md b/docs/downloads/starter-kit.md deleted file mode 100644 index 8071d5d..0000000 --- a/docs/downloads/starter-kit.md +++ /dev/null @@ -1,6 +0,0 @@ ---- -sidebar_position: 1 ---- - -# Starter-kit - diff --git a/docs/downloads/subgraphs.md b/docs/downloads/subgraphs.md index 03fe641..59ae4da 100644 --- a/docs/downloads/subgraphs.md +++ b/docs/downloads/subgraphs.md @@ -1,11 +1,13 @@ --- -sidebar_position: 4 +sidebar_position: 3 --- -# Sub-graphs and other formats +# Sub-graph dumps + +In order to facilitate users, different dumps are available under the Zenodo community called [OpenAIRE Research Graph](https://zenodo.org/communities/openaire-research-graph). +This page lists all alternative dumps currently available. + -In order to facilitate users, different dumps and formats are available under the Zenodo community called [OpenAIRE Research Graph](https://zenodo.org/communities/openaire-research-graph). -In the following, you can find the list of alternative Dumps currently available: ## The OpenAIRE COVID-19 dump @@ -16,8 +18,7 @@ In the following, you can find the list of alternative Dumps currently available This dataset is licensed under a Creative Commons Attribution 4.0 International License. It contains metadata records of publications, research data, software and projects on the topic of Corona Virus and COVID-19. This dump is part of the activities of OpenAIRE to support the fight against COVID-19 together with the OpenAIRE COVID-19 Gateway. -The dump consists of a tar archive containing gzip files with one json per line. The model of this dump differs from the one of the whole graph. -The differences are shown in the [Alternative Model Dump](./alternativedump) +The dump consists of a tar archive containing gzip files with one json per line. Please refer [here](#alternative-sub-graph-data-model) for the data model of this dump. ## The dump of funded products @@ -29,7 +30,7 @@ The differences are shown in the [Alternative Model Dump](./alternativedump) It contains metadata records of research products (research literature, data, software, other types of research products) with funding information available in the OpenAIRE Graph. Records are grouped by funder in a dedicated archive file. Each tar archive contains gzip files, each with one json record per line. The model of this dump differs from the one of the whole graph. - The differences are shown in the [Alternative Model Dump](./alternativedump) +Please refer [here](#alternative-sub-graph-data-model) for the data model of this dump. ## The dump of delta projects @@ -51,16 +52,18 @@ gzip files, each with one json record per line. The model of this dump differs f The dataset contains one file per community/initiative/infrastructure collaborating with OpenAIRE. Check out also their community gateways on CONNECT. Each file is a tar archive containing gzip files with one json per line. The only communities/research initiative/infrastructure we dump are those visible to everyone. The model of this dump differs from the one of the whole graph. - The differences are shown in the [Alternative Model Dump](./alternativedump) +Please refer [here](#alternative-sub-graph-data-model) for the data model of this dump. -## The dump of ScholeXplorer + --- - Dataset: https://doi.org/10.5281/zenodo.6338616 - - Schema (Scholix version 3): https://doi.org/10.5281/zenodo.1120275 - - Schema (Scholix version 4): https://doi.org/10.5281/zenodo.6351557 + ## Alternative sub-graph data model - This dataset is licensed under a CC0 1.0 Universal (CC0 1.0) Public Domain Dedication. -The dataset contains the GZ-compressed dump of the Scholix links exposed by the OpenAIRE ScholeXplorer service. - + It should be noted that the dumps for research communities, infrastructures, and products related to projects do not strictly follow the main data model of the OpenAIRE Graph. In particular, they differ in the following: + + * only research products are dumped (no relations, and entities different from results) + * the dumped results are extended with information that can be inferred in the whole dump namely: + * funding information if present + * associated research community/infrastructure + * associated data sources + +So they have just one entity type, that is the [Extended Result](alternative-model/extendedresult.md). diff --git a/sidebars.js b/sidebars.js index 4ac07e2..aadca39 100644 --- a/sidebars.js +++ b/sidebars.js @@ -51,14 +51,19 @@ const sidebars = { href: "https://graph.openaire.eu/develop/overview.html" }, { - type: 'category', - label: 'Bulk downloads', - link: {type: 'doc', id: 'downloads/downloads'}, - items: [ - { type: 'doc', id: 'downloads/starter-kit' }, - { type: 'doc', id: 'downloads/subgraphs' }, - ] - }, + type: 'category', + label: "Downloads", + link: { + type: 'generated-index', + description: 'All resources, available for download, are listed below.' + }, + items: [ + { type: 'doc', id: 'downloads/full-graph'}, + { type: 'doc', id: 'downloads/beginners-kit' }, + { type: 'doc', id: 'downloads/subgraphs' }, + { type: 'doc', id: 'downloads/related-datasets' }, + ] + }, { type: 'category', label: "Data provision", From 6c283bde25df33865109c2bfeff2e1481465698f Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Tue, 6 Dec 2022 18:52:35 +0200 Subject: [PATCH 23/49] Minor fix on alternative sub-graph data model description --- docs/downloads/subgraphs.md | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/docs/downloads/subgraphs.md b/docs/downloads/subgraphs.md index 59ae4da..cf5aeb4 100644 --- a/docs/downloads/subgraphs.md +++ b/docs/downloads/subgraphs.md @@ -8,7 +8,6 @@ In order to facilitate users, different dumps are available under the Zenodo com This page lists all alternative dumps currently available. - ## The OpenAIRE COVID-19 dump Dataset: https://doi.org/10.5281/zenodo.6638745 @@ -18,7 +17,7 @@ This page lists all alternative dumps currently available. This dataset is licensed under a Creative Commons Attribution 4.0 International License. It contains metadata records of publications, research data, software and projects on the topic of Corona Virus and COVID-19. This dump is part of the activities of OpenAIRE to support the fight against COVID-19 together with the OpenAIRE COVID-19 Gateway. -The dump consists of a tar archive containing gzip files with one json per line. Please refer [here](#alternative-sub-graph-data-model) for the data model of this dump. +The dump consists of a tar archive containing gzip files with one json per line. Please refer [here](#alternative-sub-graph-data-model) for details on the data model of this dump. ## The dump of funded products @@ -30,7 +29,7 @@ The dump consists of a tar archive containing gzip files with one json per line. It contains metadata records of research products (research literature, data, software, other types of research products) with funding information available in the OpenAIRE Graph. Records are grouped by funder in a dedicated archive file. Each tar archive contains gzip files, each with one json record per line. The model of this dump differs from the one of the whole graph. -Please refer [here](#alternative-sub-graph-data-model) for the data model of this dump. +Please refer [here](#alternative-sub-graph-data-model) for details on the data model of this dump. ## The dump of delta projects @@ -52,7 +51,7 @@ Please refer [here](#alternative-sub-graph-data-model) for the data model of thi The dataset contains one file per community/initiative/infrastructure collaborating with OpenAIRE. Check out also their community gateways on CONNECT. Each file is a tar archive containing gzip files with one json per line. The only communities/research initiative/infrastructure we dump are those visible to everyone. The model of this dump differs from the one of the whole graph. -Please refer [here](#alternative-sub-graph-data-model) for the data model of this dump. +Please refer [here](#alternative-sub-graph-data-model) for details on the data model of this dump. --- From b4cd25b8db104722e3e8ad56146ac3361eff112f Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Thu, 8 Dec 2022 19:40:12 +0200 Subject: [PATCH 24/49] Add how to cite & badge in download page --- docs/assets/openaire-red-badge.png | Bin 0 -> 24201 bytes docs/downloads/full-graph.md | 16 +++++++-- .../bibtex/OpenAIRE_Research_Graph_dump.bib | 33 ++++++++++++++++++ 3 files changed, 47 insertions(+), 2 deletions(-) create mode 100644 docs/assets/openaire-red-badge.png create mode 100644 static/bibtex/OpenAIRE_Research_Graph_dump.bib diff --git a/docs/assets/openaire-red-badge.png b/docs/assets/openaire-red-badge.png new file mode 100644 index 0000000000000000000000000000000000000000..e346dca6b65d0b7274d02c8ddcf32fe59a6e7d49 GIT 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Commons Attribution 4.0 International It is composed of several files so that you can download the parts you are interested into. The files are named after the entity they store (i.e. publication, dataset). Each file is at most 10GB and it is a tar archive containing gz files, each with one json per line. +## How to acknowledge this work -:::note Tip! +Open Science services are open and transparent and survive thanks to your active support and to the visibility and reward they gather. If you use one of the [OpenAIRE Graph dumps](https://doi.org/10.5281/zenodo.3516917) for your research, please provide a proper citation following the recommendation that you find on the dump's Zenodo page or as provided below. -For a visual and interactive overview of the JSON schema, we suggest to use a JSON schema viewer like [jsonschemaviewer](https://navneethg.github.io/jsonschemaviewer/) (you just need to copy the schema and then you can easily navigate through the nodes). +:::note How to cite +Manghi P., Atzori C., Bardi A., Baglioni M., Schirrwagen J., Dimitropoulos H., La Bruzzo S., Foufoulas I., Mannocci A., Horst M., Czerniak A., Kiatropoulou K., Kokogiannaki A., De Bonis M., Artini M., Ottonello E., Lempesis A., Ioannidis A., Manola N., Principe P. (2022). "OpenAIRE Research Graph Dump", *Dataset*, Zenodo. [doi:10.5281/zenodo.3516917](https://doi.org/10.5281/zenodo.3516917) ([BibTex](/bibtex/OpenAIRE_Research_Graph_dump.bib)) ::: + +Please also consider citing [other relevant research products](/publications#relevant-research-products) that can be of interest. + +Also consider adding one of the following badges to your service with the appropriate link to [our website](https://graph.openaire.eu): + +

    + + Openaire badge + +

    diff --git a/static/bibtex/OpenAIRE_Research_Graph_dump.bib b/static/bibtex/OpenAIRE_Research_Graph_dump.bib new file mode 100644 index 0000000..2bd491d --- /dev/null +++ b/static/bibtex/OpenAIRE_Research_Graph_dump.bib @@ -0,0 +1,33 @@ +@dataset{manghi_paolo_2022_6616871, + author = {Manghi, Paolo and + Atzori, Claudio and + Bardi, Alessia and + Baglioni, Miriam and + Schirrwagen, Jochen and + Dimitropoulos, Harry and + La Bruzzo, Sandro and + Foufoulas, Ioannis and + Mannocci, Andrea and + Horst, Marek and + Czerniak, Andreas and + Kiatropoulou, Katerina and + Kokogiannaki, Argiro and + De Bonis, Michele and + Artini, Michele and + Ottonello, Enrico and + Lempesis, Antonis and + Ioannidis, Alexandros and + Manola, Natalia and + Principe, Pedro}, + title = {OpenAIRE Research Graph Dump}, + month = jun, + year = 2022, + note = {{A new version of this dataset is published every 6 + months. The content available on the OpenAIRE + EXPLORE and CONNECT portals might be more up-to- + date with respect to the data you find here.}}, + publisher = {Zenodo}, + version = {4.1}, + doi = {10.5281/zenodo.6616871}, + url = {https://doi.org/10.5281/zenodo.6616871} +} \ No newline at end of file From 750d57a110044a44506fc2dc39c707c97c9667b1 Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Thu, 8 Dec 2022 20:12:29 +0200 Subject: [PATCH 25/49] Format the publications in the same way --- docs/publications.md | 62 +++++++++++++++++++++++++------------------- 1 file changed, 35 insertions(+), 27 deletions(-) diff --git a/docs/publications.md b/docs/publications.md index 7c6495f..974a69b 100644 --- a/docs/publications.md +++ b/docs/publications.md @@ -2,70 +2,78 @@ sidebar_position: 7 --- -# How to cite +# Relevant publications -Open Science services are open and transparent and survive thanks to your active support and to the visibility and reward they gather. If you use one of the [OpenAIRE Graph dumps](https://zenodo.org/record/6616871) for your research, please provide a proper citation following the recommendation that you find on the dump's Zenodo page. +Open Science services are open and transparent and survive thanks to your active support and to the visibility and reward they gather. If you use one of the [OpenAIRE Graph dumps](https://doi.org/10.5281/zenodo.3516917) for your research, please provide a proper citation following the recommendation that you find on the dump's Zenodo page or as provided below. -## Relevant research products +:::note How to cite + +Manghi P., Atzori C., Bardi A., Baglioni M., Schirrwagen J., Dimitropoulos H., La Bruzzo S., Foufoulas I., Mannocci A., Horst M., Czerniak A., Kiatropoulou K., Kokogiannaki A., De Bonis M., Artini M., Ottonello E., Lempesis A., Ioannidis A., Manola N., Principe P. (2022). "OpenAIRE Research Graph Dump", *Dataset*, Zenodo. [doi:10.5281/zenodo.3516917](https://doi.org/10.5281/zenodo.3516917) ([BibTex](/bibtex/OpenAIRE_Research_Graph_dump.bib)) +::: + +## Other relevant research products + +Please also consider citing the related research products listed below. ### Aggregation system -Manghi, P., Artini, M., Atzori, C., Bardi, A., Mannocci, A., La Bruzzo, S., Candela, L., Castelli, D. and Pagano, P. (2014), “The D-NET software toolkit: A framework for the realization, maintenance, and operation of aggregative infrastructures”, Program: electronic library and information systems, Vol. 48 No. 4, pp. 322-354. [doi:10.1108/prog-08-2013-0045](http://doi.org/10.1108/prog-08-2013-0045) +Manghi P., Artini M., Atzori C., Bardi A., Mannocci A., La Bruzzo S., Candela L., Castelli D., Pagano P. (2014). "The D-NET software toolkit: A framework for the realization, maintenance, and operation of aggregative infrastructures", Program: electronic library and information systems, Vol. 48 No. 4, pp. 322-354. [doi:10.1108/prog-08-2013-0045](http://doi.org/10.1108/prog-08-2013-0045) -Atzori, C., Bardi, A., Manghi, P., & Mannocci, A. (2017, January). "The OpenAIRE workflows for data management". In Italian Research Conference on Digital Libraries (pp. 95-107). Springer, Cham. [doi:10.1007/978-3-319-68130-6_8](https://doi.org/10.1007/978-3-319-68130-6_8) +Atzori C., Bardi A., Manghi P., Mannocci A. (2017). "The OpenAIRE workflows for data management", In Italian Research Conference on Digital Libraries (IRCDL), pp. 95-107, Springer, Cham. [doi:10.1007/978-3-319-68130-6_8](https://doi.org/10.1007/978-3-319-68130-6_8) -*Software* Michele Artini, Claudio Atzori, Alessia Bardi, Sandro La Bruzzo, Paolo Manghi, & Andrea Mannocci. (2016, November 24). "The D-NET software toolkit: dnet-basic-aggregator (Version 1.3.0)". Zenodo. [doi:10.5281/zenodo.168356](https://doi.org/10.5281/zenodo.168356) +Artini M., Atzori C., Bardi A., La Bruzzo S., Manghi P., Mannocci A. (2016). "The D-NET software toolkit: dnet-basic-aggregator (Version 1.3.0)". *Software*, Zenodo. [doi:10.5281/zenodo.168356](https://doi.org/10.5281/zenodo.168356) -Mannocci, A., & Manghi, P. (2016, September). "DataQ: a data flow quality monitoring system for aggregative data infrastructures". In International Conference on Theory and Practice of Digital Libraries (pp. 357-369). Springer, Cham. [doi:10.1007/978-3-319-43997-6_28](https://doi.org/10.1007/978-3-319-43997-6_28) +Mannocci A., Manghi P. (2016). "DataQ: a data flow quality monitoring system for aggregative data infrastructures", International Conference on Theory and Practice of Digital Libraries (TPDL), pp. 357-369, Springer, Cham. [doi:10.1007/978-3-319-43997-6_28](https://doi.org/10.1007/978-3-319-43997-6_28) ### Deduplication -Vichos K., De Bonis M., Kanellos I., Chatzopoulos S., Atzori C., Manola N., Manghi P., Vergoulis T. (Feb. 2022), "A preliminary assessment of the article deduplication algorithm used for the OpenAIRE Graph". IRCDL 2022 - 18th Italian Research Conference on Digital Libraries, Padua, Italy. CEUR-WS Proceedings. [http://ceur-ws.org/Vol-3160](http://ceur-ws.org/Vol-3160/) +Vichos K., De Bonis M., Kanellos I., Chatzopoulos S., Atzori C., Manola N., Manghi P., Vergoulis T. (2022). "A preliminary assessment of the article deduplication algorithm used for the OpenAIRE Graph", In Italian Research Conference on Digital Libraries (IRCDL), Padua, Italy, CEUR-WS Proceedings. [http://ceur-ws.org/Vol-3160](http://ceur-ws.org/Vol-3160/) -De Bonis, M., Manghi, P., & Atzori, C. (2022). "FDup: a framework for general-purpose and efficient entity deduplication of record collections". PeerJ Computer Science, 8, e1058. [https://peerj.com/articles/cs-1058](https://peerj.com/articles/cs-1058) +De Bonis M., Manghi P., Atzori C. (2022). "FDup: a framework for general-purpose and efficient entity deduplication of record collections", PeerJ Computer Science, 8, e1058. [https://peerj.com/articles/cs-1058](https://peerj.com/articles/cs-1058) -Manghi, P., Atzori, C., De Bonis, M., & Bardi, A. (2020). "Entity deduplication in big data graphs for scholarly communication". Data Technologies and Applications. [doi:10.1108/dta-09-2019-0163](https://doi.org/10.1108/dta-09-2019-0163) +Manghi P., Atzori C., De Bonis M., Bardi, A. (2020). "Entity deduplication in big data graphs for scholarly communication", Data Technologies and Applications. [doi:10.1108/dta-09-2019-0163](https://doi.org/10.1108/dta-09-2019-0163) -Atzori, C., Manghi, P., & Bardi, A. (2018, December). "GDup: de-duplication of scholarly communication big graphs". In 2018 IEEE/ACM 5th International Conference on Big Data Computing Applications and Technologies (BDCAT) (pp. 142-151). IEEE. [doi:10.1109/bdcat.2018.00025](https://doi.org/10.1109/bdcat.2018.00025) +Atzori C., Manghi P., Bardi, A. (2018). "GDup: de-duplication of scholarly communication big graphs", In 2018 IEEE/ACM 5th International Conference on Big Data Computing Applications and Technologies (BDCAT) (pp. 142-151). IEEE. [doi:10.1109/bdcat.2018.00025](https://doi.org/10.1109/bdcat.2018.00025) -*Software* Claudio Atzori, & Paolo Manghi. (2017, February 17). "GDup: a big graph entity deduplication system" (Version 4.0.5). Zenodo. [doi:/10.5281/zenodo.292980](https://doi.org/10.5281/zenodo.292980) +Atzori C., & Paolo Manghi. (2017). "GDup: a big graph entity deduplication system" (Version 4.0.5), *Software*, Zenodo. [doi:/10.5281/zenodo.292980](https://doi.org/10.5281/zenodo.292980) -Atzori, Claudio. "GDup: an Integrated, Scalable Big Graph Deduplication System." (2016). [doi:10.5281/zenodo.1454879](https://doi.org/10.5281/zenodo.1454879) +Atzori C. (2016). "GDup: an Integrated, Scalable Big Graph Deduplication System.". [doi:10.5281/zenodo.1454879](https://doi.org/10.5281/zenodo.1454879) -Manghi, Paolo, Marko Mikulicic, and Claudio Atzori. "De-duplication of aggregation authority files." International Journal of Metadata, Semantics and Ontologies 7.2 (2012): 114-130. [doi:10.1504/ijmso.2012.050014](https://doi.org/10.1504/ijmso.2012.050014) +Manghi P., Mikulicic M., Atzori C. (2012). "De-duplication of aggregation authority files." International Journal of Metadata, Semantics and Ontologies 7.2: 114-130. [doi:10.1504/ijmso.2012.050014](https://doi.org/10.1504/ijmso.2012.050014) -Manghi, P., & Mikulicic, M. (2011, October). "PACE: A general-purpose tool for authority control". In Research Conference on Metadata and Semantic Research (pp. 80-92). Springer, Berlin, Heidelberg. [doi:10.1007/978-3-642-24731-6_8](https://doi.org/10.1007/978-3-642-24731-6_8) +Manghi P., Mikulicic M. (2011). "PACE: A general-purpose tool for authority control", In Research Conference on Metadata and Semantic Research, pp. 80-92, Springer, Berlin, Heidelberg. [doi:10.1007/978-3-642-24731-6_8](https://doi.org/10.1007/978-3-642-24731-6_8) ### Mining -Giannakopoulos T., Foufoulas Y., Dimitropoulos H., Manola N. (2019) “Interactive Text Analysis and Information Extraction”. In: Manghi P., Candela L., Silvello G. (eds) Digital Libraries: Supporting Open Science. IRCDL 2019. Communications in Computer and Information Science, vol 988. Springer, Cham. [doi:10.1007/978-3-030-11226-4_27](https://doi.org/10.1007/978-3-030-11226-4_27) +Giannakopoulos T., Foufoulas Y., Dimitropoulos H., Manola N. (2019). "Interactive Text Analysis and Information Extraction", In Italian Research Conference on Digital Libraries (IRCDL), vol 988. Springer, Cham. [doi:10.1007/978-3-030-11226-4_27](https://doi.org/10.1007/978-3-030-11226-4_27) -Foufoulas Y., Stamatogiannakis L., Dimitropoulos H., Ioannidis Y. (2017) “High-Pass Text Filtering for Citation Matching”. In: Kamps J., Tsakonas G., Manolopoulos Y., Iliadis L., Karydis I. (eds) Research and Advanced Technology for Digital Libraries. TPDL 2017. Lecture Notes in Computer Science, vol 10450. Springer, Cham. [doi:10.1007/978-3-319-67008-9_28](https://doi.org/10.1007/978-3-319-67008-9_28) +Foufoulas Y., Stamatogiannakis L., Dimitropoulos H., Ioannidis Y. (2017). "High-Pass Text Filtering for Citation Matching", In International Conference on Theory and Practice of Digital Libraries (TPDL). Springer, Cham. [doi:10.1007/978-3-319-67008-9_28](https://doi.org/10.1007/978-3-319-67008-9_28) -Y. Chronis, Y. Foufoulas, V. Nikolopoulos, A. Papadopoulos, L. Stamatogiannakis, C. Svingos, Y. E. Ioannidis, "A Relational Approach to Complex Dataflows", in Workshop Proceedings of the EDBT/ICDT 2016 (MEDAL 2016) Joint Conference (March 15, 2016, Bordeaux, France) on CEUR-WS.org (ISSN 1613-0073) [http://ceur-ws.org/Vol-1558/paper45.pdf](http://ceur-ws.org/Vol-1558/paper45.pdf) +Chronis Y., Foufoulas Y., Nikolopoulos V., Papadopoulos A., Stamatogiannakis L., Svingos C., Ioannidis Y. E. (2016). "A Relational Approach to Complex Dataflows", In Workshop Proceedings of the EDBT/ICDT 2016 (MEDAL 2016) Joint Conference on CEUR-WS.org (ISSN 1613-0073) [http://ceur-ws.org/Vol-1558/paper45.pdf](http://ceur-ws.org/Vol-1558/paper45.pdf) -T. Giannakopoulos, I. Foufoulas, E. Stamatogiannakis, H. Dimitropoulos, N. Manola, and Y. Ioannidis. 2015. “Visual-Based Classification of Figures from Scientific Literature”. In Proceedings of the 24th International Conference on World Wide Web (WWW '15 Companion). Association for Computing Machinery, New York, NY, USA, 1059–1060. [doi:10.1145/2740908.2742024](https://doi.org/10.1145/2740908.2742024) +Giannakopoulos T., Foufoulas I., Stamatogiannakis E., Dimitropoulos H., Manola N., Ioannidis Y. (2015). "Visual-Based Classification of Figures from Scientific Literature", In Proceedings of the 24th International Conference on World Wide Web (WWW), Association for Computing Machinery, New York, NY, USA, 1059–1060. [doi:10.1145/2740908.2742024](https://doi.org/10.1145/2740908.2742024) -Giannakopoulos, T., Foufoulas, I., Stamatogiannakis, E., Dimitropoulos, H., Manola, N., & Ioannidis, Y. (2014). “Discovering and Visualizing Interdisciplinary Content Classes in Scientific Publications”. D-Lib Mag., Volume 20, Number 11/12. [doi:10.1045/november14-giannakopoulos](https://doi.org/10.1045/november14-giannakopoulos) +Giannakopoulos T., Foufoulas I., Stamatogiannakis E., Dimitropoulos H., Manola N., Ioannidis Y. (2014). "Discovering and Visualizing Interdisciplinary Content Classes in Scientific Publications". D-Lib Mag., Volume 20, Number 11/12. [doi:10.1045/november14-giannakopoulos](https://doi.org/10.1045/november14-giannakopoulos) -Giannakopoulos T., Stamatogiannakis E., Foufoulas I., Dimitropoulos H., Manola N., Ioannidis Y. (2014) “Content Visualization of Scientific Corpora Using an Extensible Relational Database Implementation”. In: Bolikowski Ł., Casarosa V., Goodale P., Houssos N., Manghi P., Schirrwagen J. (eds) Theory and Practice of Digital Libraries -- TPDL 2013 Selected Workshops. TPDL 2013. Communications in Computer and Information Science, vol 416. Springer, Cham. [doi:10.1007/978-3-319-08425-1_10](https://doi.org/10.1007/978-3-319-08425-1_10) +Giannakopoulos T., Stamatogiannakis E., Foufoulas I., Dimitropoulos H., Manola N., Ioannidis Y. (2014). "Content Visualization of Scientific Corpora Using an Extensible Relational Database Implementation", International Conference on Theory and Practice of Digital Libraries (TPDL), Springer, Cham. [doi:10.1007/978-3-319-08425-1_10](https://doi.org/10.1007/978-3-319-08425-1_10) -Giannakopoulos T., Dimitropoulos H., Metaxas O., Manola N., Ioannidis Y. (2013) “Supervised Content Visualization of Scientific Publications: A Case Study on the ArXiv Dataset”. In: Kłopotek M.A., Koronacki J., Marciniak M., Mykowiecka A., Wierzchoń S.T. (eds) Language Processing and Intelligent Information Systems. IIS 2013. Lecture Notes in Computer Science, vol 7912. Springer, Berlin, Heidelberg. [doi:10.1007/978-3-642-38634-3_23](https://doi.org/10.1007/978-3-642-38634-3_23) +Giannakopoulos T., Dimitropoulos H., Metaxas O., Manola N., Ioannidis Y. (2013). "Supervised Content Visualization of Scientific Publications: A Case Study on the ArXiv Dataset", Intelligent Information Systems Symposium (IIS) vol 7912, Springer, Berlin, Heidelberg. [doi:10.1007/978-3-642-38634-3_23](https://doi.org/10.1007/978-3-642-38634-3_23) -Tkaczyk, D., Szostek, P., Fedoryszak, M. et al. "CERMINE: automatic extraction of structured metadata from scientific literature". IJDAR 18, 317–335 (2015). [doi:10.1007/s10032-015-0249-8](https://doi.org/10.1007/s10032-015-0249-8) +Tkaczyk, D., Szostek, P., Fedoryszak, M., Jan Dendek P., Bolikowski Ł. (2015). "CERMINE: automatic extraction of structured metadata from scientific literature", International Journal on Document Analysis and Recognition (IJDAR), 317–335. [doi:10.1007/s10032-015-0249-8](https://doi.org/10.1007/s10032-015-0249-8) -M. Kobos, Ł. Bolikowski, M. Horst, P. Manghi, N. Manola, J. Schirrwagen (2014) “Information inference in scholarly communication infrastructures: the OpenAIREplus project experience”, Procedia Computer Science 38, 92-99. [doi:10.1016/j.procs.2014.10.016](https://doi.org/10.1016/j.procs.2014.10.016) +Kobos M., Bolikowski Ł., Horst M., Manghi P., Μanola N., Schirrwagen J. (2014). "Information inference in scholarly communication infrastructures: the OpenAIREplus project experience", Procedia Computer Science 38, 92-99. [doi:10.1016/j.procs.2014.10.016](https://doi.org/10.1016/j.procs.2014.10.016) ### Portals -Baglioni M. et al. (2019) "The OpenAIRE Research Community Dashboard: On Blending Scientific Workflows and Scientific Publishing". In: Doucet A., Isaac A., Golub K., Aalberg T., Jatowt A. (eds) Digital Libraries for Open Knowledge. TPDL 2019. Lecture Notes in Computer Science, vol 11799. Springer, Cham. [doi:10.1007/978-3-030-30760-8_5](https://doi.org/10.1007/978-3-030-30760-8_5) +Baglioni Μ., Bardi Α., Kokogiannaki Α., Manghi P., Iatropoulou K., Principe P., Vieira A., Nielsen L. H., Dimitropoulos H., Foufoulas I., Manola N., Atzori C., La Bruzzo S., Lazzeri E., Artini M., De Bonis M., Dell’Amico A. (2019). "The OpenAIRE Research Community Dashboard: On Blending Scientific Workflows and Scientific Publishing", +International Conference on Theory and Practice of Digital Libraries (TPDL). Lecture Notes in Computer Science, vol 11799. Springer, Cham. [doi:10.1007/978-3-030-30760-8_5](https://doi.org/10.1007/978-3-030-30760-8_5) ### Broker Service -Manghi, P., Atzori, C., Bardi, A., La Bruzzo, S., & Artini, M. (2016, February). "Realizing a Scalable and History-Aware Literature Broker Service for OpenAIRE". In Italian Research Conference on Digital Libraries (pp. 92-103). Springer, Cham. [doi:10.1007/978-3-319-56300-8_9](https://doi.org/10.1007/978-3-319-56300-8_9) +Manghi P., Atzori C., Bardi A., La Bruzzo S., Artini M. (2016). "Realizing a Scalable and History-Aware Literature Broker Service for OpenAIRE", Italian Research Conference on Digital Libraries (IRCDL), pp. 92-103, Springer, Cham. [doi:10.1007/978-3-319-56300-8_9](https://doi.org/10.1007/978-3-319-56300-8_9) -Artini, M., Atzori, C., Bardi, A., La Bruzzo, S., Manghi, P., & Mannocci, A. (2015). "The OpenAIRE literature broker service for institutional repositories". D-Lib Magazine, 21(11/12), 1. [doi:10.1045/november2015-artini](https://doi.org/10.1045/november2015-artini) +Artini M., Atzori C., Bardi A., La Bruzzo S., Manghi P., Mannocci A. (2015). "The OpenAIRE literature broker service for institutional repositories", D-Lib Magazine, 21(11/12), 1. [doi:10.1045/november2015-artini](https://doi.org/10.1045/november2015-artini) From 83f28816b855f854fce108854cab987355ffe02c Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Thu, 8 Dec 2022 20:26:24 +0200 Subject: [PATCH 26/49] Fix link to downloads --- docs/data-model/data-model.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/data-model/data-model.md b/docs/data-model/data-model.md index ae9d453..50a6a52 100644 --- a/docs/data-model/data-model.md +++ b/docs/data-model/data-model.md @@ -2,7 +2,7 @@ The OpenAIRE Graph comprises several types of [entities](../category/entities) and [relationships](./relationships) among them. -The latest version of the JSON schema can be found on [Bulk downloads](../download). +The latest version of the JSON schema can be found on the [Downloads](../downloads/full-graph) section.

    Data model From 17bd13446b17a6c2e88b4eabe0943b14f2141793 Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Mon, 12 Dec 2022 09:35:53 +0200 Subject: [PATCH 27/49] Add support for ENV variables --- .env | 2 ++ docusaurus.config.js | 14 ++++++++++++-- package-lock.json | 14 ++++++++++++++ package.json | 1 + 4 files changed, 29 insertions(+), 2 deletions(-) create mode 100644 .env diff --git a/.env b/.env new file mode 100644 index 0000000..9ed2036 --- /dev/null +++ b/.env @@ -0,0 +1,2 @@ +URL="http://snf-23385.ok-kno.grnetcloud.net" +BASE_URL="/" diff --git a/docusaurus.config.js b/docusaurus.config.js index 93923a7..d546833 100644 --- a/docusaurus.config.js +++ b/docusaurus.config.js @@ -6,13 +6,23 @@ const darkCodeTheme = require('prism-react-renderer/themes/dracula'); const math = require('remark-math'); const katex = require('rehype-katex'); const { filterItems } = require('./sidebar-utils'); +const dotenv = require('dotenv'); + +// load env variables (see .env file) +const env = dotenv.config(); +if (env.error) { + throw env.error; +} + +console.info("ENV VARIABLES:"); +console.info(env.parsed); /** @type {import('@docusaurus/types').Config} */ const config = { title: 'OpenAIRE Documentation', tagline: 'Open Access Infrastructure for Research in Europe', - url: 'http://snf-23385.ok-kno.grnetcloud.net', - baseUrl: '/', // serve the website at route + url: process.env.URL, + baseUrl: process.env.BASE_URL, // serve the website at route onBrokenLinks: 'throw', onBrokenMarkdownLinks: 'warn', favicon: 'img/favicon.ico', diff --git a/package-lock.json b/package-lock.json index 7203b12..6ef2d92 100644 --- a/package-lock.json +++ b/package-lock.json @@ -12,6 +12,7 @@ "@docusaurus/preset-classic": "^2.2.0", "@mdx-js/react": "^1.6.22", "clsx": "^1.2.1", + "dotenv": "^16.0.3", "hast-util-is-element": "^1.1.0", "prism-react-renderer": "^1.3.5", "react": "^17.0.2", @@ -5422,6 +5423,14 @@ "node": ">=8" } }, + "node_modules/dotenv": { + "version": "16.0.3", + "resolved": "https://registry.npmjs.org/dotenv/-/dotenv-16.0.3.tgz", + "integrity": "sha512-7GO6HghkA5fYG9TYnNxi14/7K9f5occMlp3zXAuSxn7CKCxt9xbNWG7yF8hTCSUchlfWSe3uLmlPfigevRItzQ==", + "engines": { + "node": ">=12" + } + }, "node_modules/duplexer": { "version": "0.1.2", "resolved": "https://registry.npmjs.org/duplexer/-/duplexer-0.1.2.tgz", @@ -16363,6 +16372,11 @@ } } }, + "dotenv": { + "version": "16.0.3", + "resolved": "https://registry.npmjs.org/dotenv/-/dotenv-16.0.3.tgz", + "integrity": "sha512-7GO6HghkA5fYG9TYnNxi14/7K9f5occMlp3zXAuSxn7CKCxt9xbNWG7yF8hTCSUchlfWSe3uLmlPfigevRItzQ==" + }, "duplexer": { "version": "0.1.2", "resolved": "https://registry.npmjs.org/duplexer/-/duplexer-0.1.2.tgz", diff --git a/package.json b/package.json index e022bb7..80eff8b 100644 --- a/package.json +++ b/package.json @@ -18,6 +18,7 @@ "@docusaurus/preset-classic": "^2.2.0", "@mdx-js/react": "^1.6.22", "clsx": "^1.2.1", + "dotenv": "^16.0.3", "hast-util-is-element": "^1.1.0", "prism-react-renderer": "^1.3.5", "react": "^17.0.2", From e3fb581270b9b8ca18020331defc19623428133b Mon Sep 17 00:00:00 2001 From: Claudio Atzori Date: Wed, 14 Dec 2022 14:23:22 +0100 Subject: [PATCH 28/49] Update 'README.md' --- README.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/README.md b/README.md index 171382e..90cc01b 100644 --- a/README.md +++ b/README.md @@ -9,6 +9,11 @@ $ git clone https://code-repo.d4science.org/D-Net/openaire-graph-docs.git ## Local installation and deployment +From https://docusaurus.io/docs/installation#requirements +> Node.js version 16.14 or above (which can be checked by running node -v) + + + To install the required packages use: ``` $ npm install From 2839958e3843732086869ef3be95407e88a3c8a7 Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Thu, 15 Dec 2022 14:31:41 +0200 Subject: [PATCH 29/49] Add LOD dump in other related datasets section --- docs/downloads/related-datasets.md | 14 +++++++++++++- 1 file changed, 13 insertions(+), 1 deletion(-) diff --git a/docs/downloads/related-datasets.md b/docs/downloads/related-datasets.md index 93f112c..b342307 100644 --- a/docs/downloads/related-datasets.md +++ b/docs/downloads/related-datasets.md @@ -15,4 +15,16 @@ In this page, we list other related datasets; please refer to their respective s Schema (Scholix version 4): https://doi.org/10.5281/zenodo.6351557 This dataset is licensed under a CC0 1.0 Universal (CC0 1.0) Public Domain Dedication. -The dataset contains the GZ-compressed dump of the Scholix links exposed by the OpenAIRE ScholeXplorer service. \ No newline at end of file +The dataset contains the GZ-compressed dump of the Scholix links exposed by the OpenAIRE ScholeXplorer service. + +## The OpenAIRE LOD dump + +Dataset (RDF dump): https://doi.org/10.5281/zenodo.609943 + +LOD Ontology: http://lod.openaire.eu/vocab + +SPARQL Endpoint: http://lod.openaire.eu/sparql + + +The OpenAIRE Linked Open Data (LOD) Services and their integration with the OpenAIRE information space have been released as a beta version. The LOD exporting process started with a specification of the OpenAIRE data model as an RDF vocabulary, and then mapping of the OpenAIRE data to the graph-based RDF data model. To interlink the OpenAIRE data with related data on the Web, we have identified a list of potential datasets to interlinked with, including the DBpedia dataset extracted from Wikipedia and the publication databases DBLP and CiteSeer. +Please refer [here](http://lod.openaire.eu/documentation) for more details on the LOD documentation. \ No newline at end of file From 6281938c817968a186cccc7a52ee779409c72d2b Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Thu, 15 Dec 2022 17:01:15 +0200 Subject: [PATCH 30/49] Add new badges for ack --- docs/assets/openaire-badge-1.png | Bin 0 -> 39102 bytes docs/assets/openaire-badge-1.zip | Bin 0 -> 41052 bytes docs/assets/openaire-badge-2.png | Bin 0 -> 38683 bytes docs/assets/openaire-badge-2.zip | Bin 0 -> 41333 bytes docs/assets/openaire-badge-3.png | Bin 0 -> 45331 bytes docs/assets/openaire-badge-3.zip | Bin 0 -> 47728 bytes docs/assets/openaire-red-badge.png | Bin 24201 -> 0 bytes docs/downloads/full-graph.md | 25 +++- src/css/custom.css | 23 ++- static/img/docusaurus.png | Bin 5142 -> 0 bytes static/img/undraw_docusaurus_mountain.svg | 171 ---------------------- static/img/undraw_docusaurus_react.svg | 170 --------------------- static/img/undraw_docusaurus_tree.svg | 40 ----- 13 files changed, 41 insertions(+), 388 deletions(-) create mode 100644 docs/assets/openaire-badge-1.png create mode 100644 docs/assets/openaire-badge-1.zip create mode 100644 docs/assets/openaire-badge-2.png create mode 100644 docs/assets/openaire-badge-2.zip create mode 100644 docs/assets/openaire-badge-3.png create mode 100644 docs/assets/openaire-badge-3.zip delete mode 100644 docs/assets/openaire-red-badge.png delete mode 100644 static/img/docusaurus.png delete mode 100644 static/img/undraw_docusaurus_mountain.svg delete mode 100644 static/img/undraw_docusaurus_react.svg delete mode 100644 static/img/undraw_docusaurus_tree.svg diff --git a/docs/assets/openaire-badge-1.png b/docs/assets/openaire-badge-1.png new file mode 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    +
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    -
    + -
    + - From 440e8c5b9cc7a105db48971d6a6f8b52002944de Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Thu, 15 Dec 2022 20:04:15 +0200 Subject: [PATCH 32/49] Disable color theme switch & remove code filtering sidebar items --- docusaurus.config.js | 27 ++++++++++----------------- sidebar-utils.js | 18 ------------------ 2 files changed, 10 insertions(+), 35 deletions(-) delete mode 100644 sidebar-utils.js diff --git a/docusaurus.config.js b/docusaurus.config.js index 93923a7..2edc9a5 100644 --- a/docusaurus.config.js +++ b/docusaurus.config.js @@ -5,11 +5,10 @@ const lightCodeTheme = require('prism-react-renderer/themes/github'); const darkCodeTheme = require('prism-react-renderer/themes/dracula'); const math = require('remark-math'); const katex = require('rehype-katex'); -const { filterItems } = require('./sidebar-utils'); /** @type {import('@docusaurus/types').Config} */ const config = { - title: 'OpenAIRE Documentation', + title: 'OpenAIRE Research Graph Documentation', tagline: 'Open Access Infrastructure for Research in Europe', url: 'http://snf-23385.ok-kno.grnetcloud.net', baseUrl: '/', // serve the website at route @@ -37,18 +36,7 @@ const config = { ({ docs: { routeBasePath: '/', // serve the docs at the site's route - sidebarPath: require.resolve('./sidebars.js'), - async sidebarItemsGenerator({ defaultSidebarItemsGenerator, ...args }) { - const sidebarItems = await defaultSidebarItemsGenerator(args); - - const itemsToFilterOut = [ - 'data-model/entities/entity-identifiers', - 'data-model/entities/other' - ]; - - return filterItems(sidebarItems, itemsToFilterOut); - }, // Please change this to your repo. // Remove this to remove the "edit this page" links. // editUrl: @@ -64,7 +52,7 @@ const config = { theme: { customCss: require.resolve('./src/css/custom.css'), }, - sitemap: { + sitemap: { changefreq: 'monthly', priority: 0.5, ignorePatterns: ['/tags/**'], @@ -105,14 +93,14 @@ const config = { type: 'docsVersionDropdown', position: 'right' }, - // + // link to blog, the blog must be enabled first // {to: '/blog', label: 'Blog', position: 'left'}, - // + // link to github repo // { // href: 'https://github.com/facebook/docusaurus', - // label: 'GitHub', + // label: 'Issues', // position: 'right', // }, ], @@ -179,6 +167,11 @@ const config = { ], copyright: `Copyright © ${new Date().getFullYear()} OpenAIRE`, }, + colorMode: { + defaultMode: 'light', + disableSwitch: true, + respectPrefersColorScheme: false, + }, prism: { theme: lightCodeTheme, darkTheme: darkCodeTheme, diff --git a/sidebar-utils.js b/sidebar-utils.js deleted file mode 100644 index ee69999..0000000 --- a/sidebar-utils.js +++ /dev/null @@ -1,18 +0,0 @@ -// filter out specific items from the sidebar -function filterItems(items, itemsToFilter) { - - // filter out items of categories - let result = items.map((item) => { - if (item.type === 'category') { - return {...item, items: filterItems(item.items, itemsToFilter)}; - } - return item; - }); - - // filter out items in current level - return result.filter( item => !itemsToFilter.includes(item.id) ); -} - -module.exports = { - filterItems -}; \ No newline at end of file From db8bdc4a08778b02df17a6b5378ac6e2440dce1e Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Tue, 20 Dec 2022 14:05:55 +0200 Subject: [PATCH 33/49] Fix broken links --- .env | 2 +- docs/data-model/pids-and-identifiers.md | 2 +- docs/downloads/alternative-model/context.md | 2 +- docs/downloads/alternative-model/extendedresult.md | 2 +- 4 files changed, 4 insertions(+), 4 deletions(-) diff --git a/.env b/.env index 9ed2036..a763c08 100644 --- a/.env +++ b/.env @@ -1,2 +1,2 @@ URL="http://snf-23385.ok-kno.grnetcloud.net" -BASE_URL="/" +BASE_URL="/docs" diff --git a/docs/data-model/pids-and-identifiers.md b/docs/data-model/pids-and-identifiers.md index a3b7cda..be6731b 100644 --- a/docs/data-model/pids-and-identifiers.md +++ b/docs/data-model/pids-and-identifiers.md @@ -70,5 +70,5 @@ Currently, the following data sources are used as "PID authorities": | arXiv | `arXiv_______` | arXiv.org e-Print Archive | | handle | `handle______` | any repository | -OpenAIRE also perform duplicate identification (see the [dedicated section for details](../../data-provision/deduplication/)). +OpenAIRE also perform duplicate identification (see the [dedicated section for details](/data-provision/deduplication)). All duplicates are **merged** together in a **representative record** which must be assigned a dedicated OpenAIRE identifier (i.e. it cannot have the identifier of one of the aggregated record). diff --git a/docs/downloads/alternative-model/context.md b/docs/downloads/alternative-model/context.md index 2684d85..e08ea69 100644 --- a/docs/downloads/alternative-model/context.md +++ b/docs/downloads/alternative-model/context.md @@ -29,7 +29,7 @@ Label of the RI/RC. ``` ### provenance -_Type: [Provenance](../../../data-model/entities/other#provenance-2) • Cardinality: MANY_ +_Type: [Provenance](/data-model/entities/other#provenance-2) • Cardinality: MANY_ Why this result is associated to the RI/RC. diff --git a/docs/downloads/alternative-model/extendedresult.md b/docs/downloads/alternative-model/extendedresult.md index d9e9b0c..2284479 100644 --- a/docs/downloads/alternative-model/extendedresult.md +++ b/docs/downloads/alternative-model/extendedresult.md @@ -8,7 +8,7 @@ sidebar_position: 1 # Extended Result -It is a subclass of [Result](../../../data-model/entities/result) extended with information regarding projects (and funders), research communities/infrastructure and related data sources. +It is a subclass of [Result](/data-model/entities/result) extended with information regarding projects (and funders), research communities/infrastructure and related data sources. From 4e3806e05efffe6c7fbc4b9fab0549eac384fb6c Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Tue, 20 Dec 2022 15:20:50 +0200 Subject: [PATCH 34/49] Change footer --- docusaurus.config.js | 60 +------------------------------------------- src/css/custom.css | 7 ++++++ 2 files changed, 8 insertions(+), 59 deletions(-) diff --git a/docusaurus.config.js b/docusaurus.config.js index 5fc1466..d343e38 100644 --- a/docusaurus.config.js +++ b/docusaurus.config.js @@ -116,65 +116,7 @@ const config = { ], }, footer: { - style: 'dark', - links: [ - { - title: 'Docs', - items: [ - { - label: 'Research Graph', - to: '/', - }, - ], - }, - { - title: 'Dashboards', - items: [ - { - label: 'Explore', - href: 'https://explore.openaire.eu/', - }, - { - label: 'Provide', - href: 'https://provide.openaire.eu/', - }, - { - label: 'Connect', - href: 'https://connect.openaire.eu/', - }, - { - label: 'Monitor', - href: 'https://monitor.openaire.eu/', - }, - { - label: 'Develop', - href: 'https://graph.openaire.eu/', - }, - ], - }, - { - title: 'Community', - items: [ - { - label: 'Facebook', - href: 'http://www.facebook.com/groups/openaire/' - }, - { - label: 'Linkedin', - href: 'https://www.linkedin.com/company/openaire-eu/', - }, - { - label: 'Twitter', - href: 'https://twitter.com/OpenAIRE_eu', - }, - { - label: 'Youtube', - href: 'https://www.youtube.com/channel/UChFYqizc-S6asNjQSoWuwjw', - }, - ], - }, - - ], + style: 'light', copyright: `Copyright © ${new Date().getFullYear()} OpenAIRE`, }, colorMode: { diff --git a/src/css/custom.css b/src/css/custom.css index 14bc00e..b6455c2 100644 --- a/src/css/custom.css +++ b/src/css/custom.css @@ -61,3 +61,10 @@ background-color: #c6c6c6; } +.footer { + background-color: var(--ifm-navbar-background-color); + padding-bottom: 2em; + padding-top: 1em; + height: var(--ifm-navbar-height); +} + From 1506ce928a552821da987a0104ed0d4e50a2eaf4 Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Tue, 20 Dec 2022 15:16:23 +0100 Subject: [PATCH 35/49] Update 'release.properties' --- release.properties | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/release.properties b/release.properties index 1326652..dd216a4 100644 --- a/release.properties +++ b/release.properties @@ -1,8 +1,8 @@ #The name of the tag -tag_name=1.0 +tag_name=1.1 # A description of the tag -tag_description=1.0 is our 1st tag +tag_description=1.1 is our 1st tag #The release name -release_name=release-1.0 +release_name=release-1.1 #The release description -release_description=this is the release 1.0 \ No newline at end of file +release_description=this is the release 1.1 \ No newline at end of file From 484d6cb82b49c4b5cd5a0e638c7fa4d0a6125f19 Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Tue, 20 Dec 2022 17:55:04 +0200 Subject: [PATCH 36/49] Restructure data provision section --- .env | 2 +- docs/data-model/entities/other.md | 10 +- .../aggregation/compatible-sources.md | 5 + .../{ => non-compatible-sources}/datacite.md | 0 .../{ => non-compatible-sources}/doiboost.md | 0 .../{ => non-compatible-sources}/ebi.md | 0 .../{ => non-compatible-sources}/pubmed.md | 0 docs/data-provision/cleaning.md | 1 + docs/data-provision/data-provision.md | 4 +- .../bulk-tagging.md | 3 +- .../propagation.md | 0 .../_category_.json | 0 .../acks.md | 0 .../affiliation_matching.md | 0 .../citation_matching.md | 0 .../cites.md | 0 .../classifies.md | 0 .../documents_similarity.md | 0 .../img.png | Bin .../metadata_extraction.md | 0 .../{post-cleaning.md => finalisation.md} | 8 +- docs/data-provision/indexing.md | 4 - .../impact-scores.md | 4 - .../indicators-ingestion/usage-counts.md | 1 + docs/data-provision/merge-by-id.md | 1 + sidebars.js | 94 ++++++++++++------ static/img/docs/architecture.old.png | Bin 0 -> 284843 bytes static/img/docs/architecture.png | Bin 284843 -> 85050 bytes 28 files changed, 80 insertions(+), 57 deletions(-) create mode 100644 docs/data-provision/aggregation/compatible-sources.md rename docs/data-provision/aggregation/{ => non-compatible-sources}/datacite.md (100%) rename docs/data-provision/aggregation/{ => non-compatible-sources}/doiboost.md (100%) rename docs/data-provision/aggregation/{ => non-compatible-sources}/ebi.md (100%) rename docs/data-provision/aggregation/{ => non-compatible-sources}/pubmed.md (100%) create mode 100644 docs/data-provision/cleaning.md rename docs/data-provision/{enrichment => enrichment-by-deduction-and-propagation}/bulk-tagging.md (99%) rename docs/data-provision/{enrichment => enrichment-by-deduction-and-propagation}/propagation.md (100%) rename docs/data-provision/{enrichment => enrichment-by-mining}/_category_.json (100%) rename docs/data-provision/{enrichment => enrichment-by-mining}/acks.md (100%) rename docs/data-provision/{enrichment => enrichment-by-mining}/affiliation_matching.md (100%) rename docs/data-provision/{enrichment => enrichment-by-mining}/citation_matching.md (100%) rename docs/data-provision/{enrichment => enrichment-by-mining}/cites.md (100%) rename docs/data-provision/{enrichment => enrichment-by-mining}/classifies.md (100%) rename docs/data-provision/{enrichment => enrichment-by-mining}/documents_similarity.md (100%) rename docs/data-provision/{enrichment => enrichment-by-mining}/img.png (100%) rename docs/data-provision/{enrichment => enrichment-by-mining}/metadata_extraction.md (100%) rename docs/data-provision/{post-cleaning.md => finalisation.md} (96%) rename docs/data-provision/{enrichment => indicators-ingestion}/impact-scores.md (99%) create mode 100644 docs/data-provision/indicators-ingestion/usage-counts.md create mode 100644 docs/data-provision/merge-by-id.md create mode 100644 static/img/docs/architecture.old.png diff --git a/.env b/.env index a763c08..9ed2036 100644 --- a/.env +++ b/.env @@ -1,2 +1,2 @@ URL="http://snf-23385.ok-kno.grnetcloud.net" -BASE_URL="/docs" +BASE_URL="/" diff --git a/docs/data-model/entities/other.md b/docs/data-model/entities/other.md index cd12f18..adb9d97 100644 --- a/docs/data-model/entities/other.md +++ b/docs/data-model/entities/other.md @@ -647,11 +647,11 @@ A measure computed for this instance (e.g. those provided by [BIP! Finder](https _Type: String • Cardinality: ONE_ The specified measure. Currently supported one of: -* `influence` (see [PageRank](/data-provision/enrichment/impact-scores#pagerank-pr)) -* `influence_alt` (see [Citation Count](/data-provision/enrichment/impact-scores#citation-count-cc)) -* `popularity` (see [AttRank](/data-provision/enrichment/impact-scores#attrank)) -* `popularity_alt` (see [RAM](/data-provision/enrichment/impact-scores#ram)) -* `impulse` (see ["Incubation" Citation Count](/data-provision/enrichment/impact-scores#incubation-citation-count-icc)) +* `influence` (see [PageRank](/data-provision/indicators-ingestion/impact-scores#pagerank-pr)) +* `influence_alt` (see [Citation Count](/data-provision/indicators-ingestion/impact-scores#citation-count-cc)) +* `popularity` (see [AttRank](/data-provision/indicators-ingestion/impact-scores#attrank)) +* `popularity_alt` (see [RAM](/data-provision/indicators-ingestion/impact-scores#ram)) +* `impulse` (see ["Incubation" Citation Count](/data-provision/indicators-ingestion/impact-scores#incubation-citation-count-icc)) ```json "key": "influence" diff --git a/docs/data-provision/aggregation/compatible-sources.md b/docs/data-provision/aggregation/compatible-sources.md new file mode 100644 index 0000000..3d6ac0b --- /dev/null +++ b/docs/data-provision/aggregation/compatible-sources.md @@ -0,0 +1,5 @@ +--- +sidebar_position: 1 +--- + +# OpenAIRE compatible sources \ No newline at end of file diff --git a/docs/data-provision/aggregation/datacite.md b/docs/data-provision/aggregation/non-compatible-sources/datacite.md similarity index 100% rename from docs/data-provision/aggregation/datacite.md rename to docs/data-provision/aggregation/non-compatible-sources/datacite.md diff --git a/docs/data-provision/aggregation/doiboost.md b/docs/data-provision/aggregation/non-compatible-sources/doiboost.md similarity index 100% rename from docs/data-provision/aggregation/doiboost.md rename to docs/data-provision/aggregation/non-compatible-sources/doiboost.md diff --git a/docs/data-provision/aggregation/ebi.md b/docs/data-provision/aggregation/non-compatible-sources/ebi.md similarity index 100% rename from docs/data-provision/aggregation/ebi.md rename to docs/data-provision/aggregation/non-compatible-sources/ebi.md diff --git a/docs/data-provision/aggregation/pubmed.md b/docs/data-provision/aggregation/non-compatible-sources/pubmed.md similarity index 100% rename from docs/data-provision/aggregation/pubmed.md rename to docs/data-provision/aggregation/non-compatible-sources/pubmed.md diff --git a/docs/data-provision/cleaning.md b/docs/data-provision/cleaning.md new file mode 100644 index 0000000..81b62dd --- /dev/null +++ b/docs/data-provision/cleaning.md @@ -0,0 +1 @@ +# Cleaning \ No newline at end of file diff --git a/docs/data-provision/data-provision.md b/docs/data-provision/data-provision.md index ea103c3..95cd3bc 100644 --- a/docs/data-provision/data-provision.md +++ b/docs/data-provision/data-provision.md @@ -1,7 +1,7 @@ -# Data provision +# Graph production workflow OpenAIRE collects metadata records from more than 70K scholarly communication sources from all over the world, including Open Access institutional repositories, data archives, journals. All the metadata records (i.e. descriptions of research products) are put together in a data lake, together with records from Crossref, Unpaywall, ORCID, Grid.ac, and information about projects provided by national and international funders. Dedicated inference algorithms applied to metadata and to the full-texts of Open Access publications enrich the content of the data lake with links between research results and projects, author affiliations, subject classification, links to entries from domain-specific databases. Duplicated organisations and results are identified and merged together to obtain an open, trusted, public resource enabling explorations of the scholarly communication landscape like never before.

    - Data provision + Data provision

    diff --git a/docs/data-provision/enrichment/bulk-tagging.md b/docs/data-provision/enrichment-by-deduction-and-propagation/bulk-tagging.md similarity index 99% rename from docs/data-provision/enrichment/bulk-tagging.md rename to docs/data-provision/enrichment-by-deduction-and-propagation/bulk-tagging.md index 3f1f4ac..b13c767 100644 --- a/docs/data-provision/enrichment/bulk-tagging.md +++ b/docs/data-provision/enrichment-by-deduction-and-propagation/bulk-tagging.md @@ -1,5 +1,4 @@ - -# Bulk Tagging/Deduction +# Deduction The Deduction process (also known as “bulk tagging”) enriches each record with new information that can be derived from the existing property values. diff --git a/docs/data-provision/enrichment/propagation.md b/docs/data-provision/enrichment-by-deduction-and-propagation/propagation.md similarity index 100% rename from docs/data-provision/enrichment/propagation.md rename to docs/data-provision/enrichment-by-deduction-and-propagation/propagation.md diff --git a/docs/data-provision/enrichment/_category_.json b/docs/data-provision/enrichment-by-mining/_category_.json similarity index 100% rename from docs/data-provision/enrichment/_category_.json rename to docs/data-provision/enrichment-by-mining/_category_.json diff --git a/docs/data-provision/enrichment/acks.md b/docs/data-provision/enrichment-by-mining/acks.md similarity index 100% rename from docs/data-provision/enrichment/acks.md rename to docs/data-provision/enrichment-by-mining/acks.md diff --git a/docs/data-provision/enrichment/affiliation_matching.md b/docs/data-provision/enrichment-by-mining/affiliation_matching.md similarity index 100% rename from docs/data-provision/enrichment/affiliation_matching.md rename to docs/data-provision/enrichment-by-mining/affiliation_matching.md diff --git a/docs/data-provision/enrichment/citation_matching.md b/docs/data-provision/enrichment-by-mining/citation_matching.md similarity index 100% rename from docs/data-provision/enrichment/citation_matching.md rename to docs/data-provision/enrichment-by-mining/citation_matching.md diff --git a/docs/data-provision/enrichment/cites.md b/docs/data-provision/enrichment-by-mining/cites.md similarity index 100% rename from docs/data-provision/enrichment/cites.md rename to docs/data-provision/enrichment-by-mining/cites.md diff --git a/docs/data-provision/enrichment/classifies.md b/docs/data-provision/enrichment-by-mining/classifies.md similarity index 100% rename from docs/data-provision/enrichment/classifies.md rename to docs/data-provision/enrichment-by-mining/classifies.md diff --git a/docs/data-provision/enrichment/documents_similarity.md b/docs/data-provision/enrichment-by-mining/documents_similarity.md similarity index 100% rename from docs/data-provision/enrichment/documents_similarity.md rename to docs/data-provision/enrichment-by-mining/documents_similarity.md diff --git a/docs/data-provision/enrichment/img.png b/docs/data-provision/enrichment-by-mining/img.png similarity index 100% rename from docs/data-provision/enrichment/img.png rename to docs/data-provision/enrichment-by-mining/img.png diff --git a/docs/data-provision/enrichment/metadata_extraction.md b/docs/data-provision/enrichment-by-mining/metadata_extraction.md similarity index 100% rename from docs/data-provision/enrichment/metadata_extraction.md rename to docs/data-provision/enrichment-by-mining/metadata_extraction.md diff --git a/docs/data-provision/post-cleaning.md b/docs/data-provision/finalisation.md similarity index 96% rename from docs/data-provision/post-cleaning.md rename to docs/data-provision/finalisation.md index b223fb4..b08dff7 100644 --- a/docs/data-provision/post-cleaning.md +++ b/docs/data-provision/finalisation.md @@ -1,8 +1,4 @@ ---- -sidebar_position: 4 ---- - -# Post cleaning +# Finalisation At the very end of the processing pipeline, a step is dedicated to perform cleaning operations aimed at improving the overall quality of the data. The output of this final cleansing step is the final version of the OpenAIRE Graph. @@ -47,7 +43,7 @@ Bibliographic records that do not meet minimal requirements for being part of th Currently, the only criteria applied horizontally to the entire graph aims at excluding scientific results whose title is not meaningful for citation purposes. Then, different criteria are applied in the pre-processing of specific sub-collections: -* [Crossref filtering](/data-provision/aggregation/doiboost#crossref-filtering) +* [Crossref filtering](/data-provision/aggregation/non-compatible-sources/doiboost#crossref-filtering) ## Country cleaning diff --git a/docs/data-provision/indexing.md b/docs/data-provision/indexing.md index f5b2e21..ecc677c 100644 --- a/docs/data-provision/indexing.md +++ b/docs/data-provision/indexing.md @@ -1,7 +1,3 @@ ---- -sidebar_position: 5 ---- - # Indexing The final version of the OpenAIRE Graph is indexed on a Solr server that is used by the OpenAIRE portals (EXPLORE, CONNECT, PROVIDE) and APIs, the latter adopted by several third-party applications and organizations, such as: diff --git a/docs/data-provision/enrichment/impact-scores.md b/docs/data-provision/indicators-ingestion/impact-scores.md similarity index 99% rename from docs/data-provision/enrichment/impact-scores.md rename to docs/data-provision/indicators-ingestion/impact-scores.md index d3db939..7754a04 100644 --- a/docs/data-provision/enrichment/impact-scores.md +++ b/docs/data-provision/indicators-ingestion/impact-scores.md @@ -1,7 +1,3 @@ ---- -sidebar_position: 2 ---- - # Impact indicators This page summarises all calculated impact indicators, which are included into the [measure](/data-model/entities/other#measure) property. diff --git a/docs/data-provision/indicators-ingestion/usage-counts.md b/docs/data-provision/indicators-ingestion/usage-counts.md new file mode 100644 index 0000000..b0325c2 --- /dev/null +++ b/docs/data-provision/indicators-ingestion/usage-counts.md @@ -0,0 +1 @@ +# Usage counts \ No newline at end of file diff --git a/docs/data-provision/merge-by-id.md b/docs/data-provision/merge-by-id.md new file mode 100644 index 0000000..1b6bfa5 --- /dev/null +++ b/docs/data-provision/merge-by-id.md @@ -0,0 +1 @@ +# Merge by id \ No newline at end of file diff --git a/sidebars.js b/sidebars.js index aadca39..37abdad 100644 --- a/sidebars.js +++ b/sidebars.js @@ -66,7 +66,7 @@ const sidebars = { }, { type: 'category', - label: "Data provision", + label: "Graph production workflow", link: {type: 'doc', id: 'data-provision/data-provision'}, items: [ { @@ -74,12 +74,46 @@ const sidebars = { label: "Aggregation", link: {type: 'doc', id: 'data-provision/aggregation/aggregation'}, items: [ - { type: 'doc', id: 'data-provision/aggregation/doiboost', label: 'DOIBoost' }, - { type: 'doc', id: 'data-provision/aggregation/pubmed' }, - { type: 'doc', id: 'data-provision/aggregation/datacite' }, - { type: 'doc', id: 'data-provision/aggregation/ebi', label: 'EMBL-EBI' }, + { + type: 'doc', + label: "OpenAIRE compatible sources", + id: 'data-provision/aggregation/compatible-sources', + }, + { + type: 'category', + label: "Non-compatible sources", + link: { type: 'generated-index' }, + items: [ + { type: 'doc', id: 'data-provision/aggregation/non-compatible-sources/doiboost', label: 'DOIBoost' }, + { type: 'doc', id: 'data-provision/aggregation/non-compatible-sources/pubmed' }, + { type: 'doc', id: 'data-provision/aggregation/non-compatible-sources/datacite' }, + { type: 'doc', id: 'data-provision/aggregation/non-compatible-sources/ebi', label: 'EMBL-EBI' }, + ] + } ] }, + { + type: 'doc', + id: 'data-provision/merge-by-id' + }, + { + type: 'category', + label: "Enrichment by mining", + link: { + type: 'generated-index', + description: 'The OpenAIRE Graph is enriched using the different Text and Data Mining (TDM) algorithms that are grouped in the following categories.' + }, + items: [ + { type: 'doc', id: 'data-provision/enrichment-by-mining/affiliation_matching' }, + { type: 'doc', id: 'data-provision/enrichment-by-mining/citation_matching' }, + { type: 'doc', id: 'data-provision/enrichment-by-mining/classifies' }, + { type: 'doc', id: 'data-provision/enrichment-by-mining/documents_similarity' }, + { type: 'doc', id: 'data-provision/enrichment-by-mining/acks' }, + { type: 'doc', id: 'data-provision/enrichment-by-mining/cites' }, + { type: 'doc', id: 'data-provision/enrichment-by-mining/metadata_extraction' }, + ] + }, + { type: 'doc', id: 'data-provision/cleaning' }, { type: 'category', label: "Deduplication", @@ -90,38 +124,32 @@ const sidebars = { ] }, { - type: 'category', - label: "Enrichment", - link: { - type: 'generated-index', - description: 'The OpenAIRE Graph is enriched using the different processes that we describe in this section.' + type: 'category', + label: "Enrichment by deduplication & propagation", + link: { + type: 'generated-index' , + description: 'The OpenAIRE Graph is further enriched by the deduction and propagation processes descibed in this section.' + }, items: [ - { - type: 'category', - label: "Mining", - link: { - type: 'generated-index', - description: 'The Text and Data Mining (TDM) algorithms used for enriching the OpenAIRE Graph are grouped in the following main categories:' - }, - items: [ - { type: 'doc', id: 'data-provision/enrichment/affiliation_matching' }, - { type: 'doc', id: 'data-provision/enrichment/citation_matching' }, - { type: 'doc', id: 'data-provision/enrichment/classifies' }, - { type: 'doc', id: 'data-provision/enrichment/documents_similarity' }, - { type: 'doc', id: 'data-provision/enrichment/acks' }, - - { type: 'doc', id: 'data-provision/enrichment/cites' }, - - { type: 'doc', id: 'data-provision/enrichment/metadata_extraction' }, - ] - }, - { type: 'doc', id: 'data-provision/enrichment/bulk-tagging' }, - { type: 'doc', id: 'data-provision/enrichment/propagation' }, - { type: 'doc', id: 'data-provision/enrichment/impact-scores' }, + { type: 'doc', id: 'data-provision/enrichment-by-deduction-and-propagation/bulk-tagging' }, + { type: 'doc', id: 'data-provision/enrichment-by-deduction-and-propagation/propagation' }, ] }, - { type: 'doc', id: 'data-provision/post-cleaning' }, + { + type: 'category', + label: "Indicators 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zcW-yj9)fKr_vhA>kfYURe5qTo(6-x_+KJ-vI1QUqkVd`q^p#0M+=L#2in z@9@aPd~F4o^`m``2NKnTB=)tYYx2}Oj);vVsXjX|GQS+Gxd2t7Q4vfPufInF>tYqs zK~!~u;&21?l#XL}g<2OI-fiV)LmeWZ2Kgo{b9m z821xDxb=Rd*-rU^r=_sgxRBXB3C@ywQ7GYHX5FJ5aJNDIVs@#*Ye7fb600X)(%uQawaSu3|AVd`NU%;v)A~vJ|>Q*U5bvugo@j; zSU)s{1OT_pcZt?;A?#~0ErxftcI24<-@Qpfac$j|fuHuZ9?TOLduK`Gl%1(Tner0k zMly1Eq^~cZV8%E#dgX45dGsM!HMEnLlyD2S*tFaqAbIevez!KADBYdCo^2hNTgZE0SAAJ(6OF1g@k_l?oxit9XP>dx*+z25=##hWZ+a zFaiA<8yh`mKTAkLc4*7^BVEw5lwc7US*1~xO@aD^aH0Hrqq!NKgC# z-(9As?psl?KU7+}#*CE0c9b@QCBWFLjEhTA%MT;R-Rt>V>nh>Q=yqW}DM#Cy*NJyA zn(WXXuHqOF>XY*yZ^2>2(9e)KM8hZHDw+0cCh^9pH}G^D_ErUs=Dcy}0K48N7!1Eo zkQ>d&=b3wJXpi%k8-58|Qn0VL8-1eOY4Amtn7s9#}X!MPS&z= a0kiM_qQB4hFeqy-u4|WXUBYNRc=|u(G8`xX From 53b955a373be3a8c0107cc02629220ae08be372d Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Wed, 21 Dec 2022 14:39:41 +0200 Subject: [PATCH 37/49] Add usage counts text --- docs/data-provision/indicators-ingestion/usage-counts.md | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/docs/data-provision/indicators-ingestion/usage-counts.md b/docs/data-provision/indicators-ingestion/usage-counts.md index b0325c2..d32ef6a 100644 --- a/docs/data-provision/indicators-ingestion/usage-counts.md +++ b/docs/data-provision/indicators-ingestion/usage-counts.md @@ -1 +1,7 @@ -# Usage counts \ No newline at end of file +# Usage counts + +Usage counts cover the needs of content providers and consumers offering added value to assist them in reaching their goals. + +They include metrics of usage activity of Open Access Repositories categorizing the data retrieved by country, number of downloads, number of views, number of repositories and all derivative quantitative open metrics, comprehensively. + +You can find more information about the UsageCounts service [here](https://usagecounts.openaire.eu/). From 387fd97e242600ca483d6ab3800e0066607122f0 Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Wed, 21 Dec 2022 14:40:05 +0200 Subject: [PATCH 38/49] Remove FAQ --- sidebars.js | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/sidebars.js b/sidebars.js index 37abdad..6a7d61c 100644 --- a/sidebars.js +++ b/sidebars.js @@ -125,15 +125,15 @@ const sidebars = { }, { type: 'category', - label: "Enrichment by deduplication & propagation", + label: "Deduplication & propagation", link: { type: 'generated-index' , description: 'The OpenAIRE Graph is further enriched by the deduction and propagation processes descibed in this section.' }, items: [ - { type: 'doc', id: 'data-provision/enrichment-by-deduction-and-propagation/bulk-tagging' }, - { type: 'doc', id: 'data-provision/enrichment-by-deduction-and-propagation/propagation' }, + { type: 'doc', id: 'data-provision/deduction-and-propagation/bulk-tagging' }, + { type: 'doc', id: 'data-provision/deduction-and-propagation/propagation' }, ] }, { @@ -163,10 +163,10 @@ const sidebars = { id: 'publications', label: "Relevant publications" }, - { - type: 'doc', - id: 'faq' - }, + // { + // type: 'doc', + // id: 'faq' + // }, { type: 'doc', id: 'license' From f1f011210cc539e9a78440f9521e9c717046daf6 Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Wed, 21 Dec 2022 14:40:34 +0200 Subject: [PATCH 39/49] Rename folder deduction-and-propagation --- .../bulk-tagging.md | 0 .../propagation.md | 0 2 files changed, 0 insertions(+), 0 deletions(-) rename docs/data-provision/{enrichment-by-deduction-and-propagation => deduction-and-propagation}/bulk-tagging.md (100%) rename docs/data-provision/{enrichment-by-deduction-and-propagation => deduction-and-propagation}/propagation.md (100%) diff --git a/docs/data-provision/enrichment-by-deduction-and-propagation/bulk-tagging.md b/docs/data-provision/deduction-and-propagation/bulk-tagging.md similarity index 100% rename from docs/data-provision/enrichment-by-deduction-and-propagation/bulk-tagging.md rename to docs/data-provision/deduction-and-propagation/bulk-tagging.md diff --git a/docs/data-provision/enrichment-by-deduction-and-propagation/propagation.md b/docs/data-provision/deduction-and-propagation/propagation.md similarity index 100% rename from docs/data-provision/enrichment-by-deduction-and-propagation/propagation.md rename to docs/data-provision/deduction-and-propagation/propagation.md From 69ff84618096f468768dcd70d9d8da9af5060b51 Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Wed, 21 Dec 2022 17:03:44 +0200 Subject: [PATCH 40/49] Move text from finalisation to cleaning; minor changes in mining; fix typo in sidebar --- docs/data-provision/cleaning.md | 38 +++++++++++++++++- .../enrichment-by-mining/acks.md | 3 +- .../affiliation_matching.md | 3 +- .../enrichment-by-mining/citation_matching.md | 3 +- .../enrichment-by-mining/cites.md | 3 +- .../documents_similarity.md | 3 +- .../metadata_extraction.md | 3 +- docs/data-provision/finalisation.md | 39 ++----------------- docs/data-provision/merge-by-id.md | 4 +- sidebars.js | 2 +- 10 files changed, 50 insertions(+), 51 deletions(-) diff --git a/docs/data-provision/cleaning.md b/docs/data-provision/cleaning.md index 81b62dd..e920026 100644 --- a/docs/data-provision/cleaning.md +++ b/docs/data-provision/cleaning.md @@ -1 +1,37 @@ -# Cleaning \ No newline at end of file +# Cleaning + + + + +The aggregation processes run independently one from another and continuously. Each aggregation process, depending on the characteristics of the records exposed by the data source, makes use of one or more vocabularies to harmonise the values available in a given field. +In this page, we describe the *vocabulary-based cleaning* operation performed to harmonise the data of the different data sources. +A vocabulary is a data structure that defines a list of terms, and for each term defines a list of synonyms: + +```xml + + + + + + + [...] + + + + + + + + + + [...] +``` + +Each vocabulary is typically used to control and harmonise the values available in a specific field characterising the bibliographic records. The example above provides a preview of the vocabulary used to clean the [result's instance typology](/data-model/entities/result#instance). + +The content of the vocabularies can be accessed on [api.openaire.eu/vocabularies](https://api.openaire.eu/vocabularies/). + +Given a value provided in the original records, the cleaning process looks for a synonym and, when found, resolves the corresponding term which is used in turn to build the cleaned record. +Each aggregation process applies vocabularies according to their definitions in a given moment of time, however, it could be the case that a vocabulary changes after the aggregation of one data source has finished, thus the aggregated content does not reflect the current status of the controlled vocabularies. + +In addition, the integration of ScholeXplorer and DOIBoost and some enrichment processes applied on the raw and on the de-duplicated graph may introduce values that do not comply with the current status of the OpenAIRE controlled vocabularies. For these reasons, we included a final step of cleansing at the end of the workflow materialisation. \ No newline at end of file diff --git a/docs/data-provision/enrichment-by-mining/acks.md b/docs/data-provision/enrichment-by-mining/acks.md index 903e0b4..eed8cb1 100644 --- a/docs/data-provision/enrichment-by-mining/acks.md +++ b/docs/data-provision/enrichment-by-mining/acks.md @@ -4,8 +4,7 @@ sidebar_position: 3 # Extraction of acknowledged concepts -***Short description:*** -Scans the plaintexts of publications for acknowledged concepts, including grant identifiers (projects) of funders, accession numbers of bioetities, EPO patent mentions, as well as custom concepts that can link research objects to specific research communities and initiatives in OpenAIRE. +***Short description:*** Scans the plaintexts of publications for acknowledged concepts, including grant identifiers (projects) of funders, accession numbers of bioetities, EPO patent mentions, as well as custom concepts that can link research objects to specific research communities and initiatives in OpenAIRE. ***Algorithmic details:*** The algorithm processes the publication's fulltext and extracts references to acknowledged concepts. It applies pattern matching and string join between the fulltext and a target database which contains the title, the acronym and the identifier of the searched concept. diff --git a/docs/data-provision/enrichment-by-mining/affiliation_matching.md b/docs/data-provision/enrichment-by-mining/affiliation_matching.md index fb2ce11..539e51b 100644 --- a/docs/data-provision/enrichment-by-mining/affiliation_matching.md +++ b/docs/data-provision/enrichment-by-mining/affiliation_matching.md @@ -4,8 +4,7 @@ sidebar_position: 1 # Affiliation matching -***Short description:*** -The goal of the affiliation matching module is to match affiliations extracted from the pdf and xml documents with organizations from the OpenAIRE organization database. +***Short description:*** The goal of the affiliation matching module is to match affiliations extracted from the pdf and xml documents with organizations from the OpenAIRE organization database. ***Algorithmic details:*** diff --git a/docs/data-provision/enrichment-by-mining/citation_matching.md b/docs/data-provision/enrichment-by-mining/citation_matching.md index 7cf56db..01fcf37 100644 --- a/docs/data-provision/enrichment-by-mining/citation_matching.md +++ b/docs/data-provision/enrichment-by-mining/citation_matching.md @@ -1,7 +1,6 @@ # Citation matching -***Short description:*** -During a citation matching task, bibliographic entries are linked to the documents that they reference. The citation matching module - one of the modules of the Information Inference Service (IIS) - receives as an input a list of documents accompanied by their metadata and bibliography. Among them, it discovers links described above and returns them as a list. In this document we shall evaluate if the module has been properly integrated with the whole +***Short description:*** During a citation matching task, bibliographic entries are linked to the documents that they reference. The citation matching module - one of the modules of the Information Inference Service (IIS) - receives as an input a list of documents accompanied by their metadata and bibliography. Among them, it discovers links described above and returns them as a list. In this document we shall evaluate if the module has been properly integrated with the whole system and assess the accuracy of the algorithm used. It is worth mentioning that the implemented algorithm has been described in detail in arXiv:1303.6906 [cs.IR]1. However, in the referenced paper the algorithm was tested on small datasets, but here we will focus on larger datasets, which are expected to be analysed by the system in the production environment. ***Algorithmic details:*** diff --git a/docs/data-provision/enrichment-by-mining/cites.md b/docs/data-provision/enrichment-by-mining/cites.md index 9a45946..f7d8158 100644 --- a/docs/data-provision/enrichment-by-mining/cites.md +++ b/docs/data-provision/enrichment-by-mining/cites.md @@ -4,8 +4,7 @@ sidebar_position: 4 # Extraction of cited concepts -***Short description:*** -Scans the plaintexts of publications for cited concepts, currently for references to datasets and software URIs. +***Short description:*** Scans the plaintexts of publications for cited concepts, currently for references to datasets and software URIs. ***Algorithmic details:*** The algorithm extracts citations to specific datasets and software. It extracts the citation section of a publication's fulltext and applies string matching against a target database which includes an inverted index with dataset/software titles, urls and other metadata. diff --git a/docs/data-provision/enrichment-by-mining/documents_similarity.md b/docs/data-provision/enrichment-by-mining/documents_similarity.md index c67700c..1e02b95 100644 --- a/docs/data-provision/enrichment-by-mining/documents_similarity.md +++ b/docs/data-provision/enrichment-by-mining/documents_similarity.md @@ -1,7 +1,6 @@ # Documents similarity -***Short description:*** -Document similarity module is responsible for finding similar documents among the ones available in the OpenAIRE Information Space. It produces "similarity" links between the documents stored in the OpenAIRE Information Space. Each link has a similarity score from [0,1] range assigned; it is expected that the higher the score, the more similar are the documents with respect to their content. +***Short description:*** Document similarity module is responsible for finding similar documents among the ones available in the OpenAIRE Information Space. It produces "similarity" links between the documents stored in the OpenAIRE Information Space. Each link has a similarity score from [0,1] range assigned; it is expected that the higher the score, the more similar are the documents with respect to their content. ***Algorithmic details:*** The similarity between two documents is expressed as the similarity between weights of their common terms (i.e., words being reduced to their root form) within a context of all terms from the first and the second document. In this approach, the computation can be divided into three consecutive steps: diff --git a/docs/data-provision/enrichment-by-mining/metadata_extraction.md b/docs/data-provision/enrichment-by-mining/metadata_extraction.md index ef930bd..4ade667 100644 --- a/docs/data-provision/enrichment-by-mining/metadata_extraction.md +++ b/docs/data-provision/enrichment-by-mining/metadata_extraction.md @@ -1,7 +1,6 @@ # Metadata extraction -***Short description:*** -Metadata Extraction algorithm is responsible for plaintext and metadata extraction out of the PDF documents. It based on [CERMINE](http://cermine.ceon.pl/about.html) project. +***Short description:*** Metadata Extraction algorithm is responsible for plaintext and metadata extraction out of the PDF documents. It based on [CERMINE](http://cermine.ceon.pl/about.html) project. CERMINE is a comprehensive open source system for extracting metadata and content from scientific articles in born-digital form. The system is able to process documents in PDF format and extracts: diff --git a/docs/data-provision/finalisation.md b/docs/data-provision/finalisation.md index b08dff7..22e5ca9 100644 --- a/docs/data-provision/finalisation.md +++ b/docs/data-provision/finalisation.md @@ -1,41 +1,8 @@ # Finalisation -At the very end of the processing pipeline, a step is dedicated to perform cleaning operations aimed at improving the overall quality of the data. -The output of this final cleansing step is the final version of the OpenAIRE Graph. - -## Vocabulary based cleaning - -The aggregation processes run independently one from another and continuously. Each aggregation process, depending on the characteristics of the records exposed by the data source, makes use of one or more vocabularies to harmonise the values available in a given field. -A vocabulary is a data structure that defines a list of terms, and for each term defines a list of synonyms: - -```xml - - - - - - - [...] - - - - - - - - - - [...] -``` - -Each vocabulary is typically used to control and harmonise the values available in a specific field characterising the bibliographic records. The example above provides a preview of the vocabulary used to clean the [result's instance typology](/data-model/entities/result#instance). - -The content of the vocabularies can be accessed on [api.openaire.eu/vocabularies](https://api.openaire.eu/vocabularies/). - -Given a value provided in the original records, the cleaning process looks for a synonym and, when found, resolves the corresponding term which is used in turn to build the cleaned record. -Each aggregation process applies vocabularies according to their definitions in a given moment of time, however, it could be the case that a vocabulary changes after the aggregation of one data source has finished, thus the aggregated content does not reflect the current status of the controlled vocabularies. - -In addition, the integration of ScholeXplorer and DOIBoost and some enrichment processes applied on the raw and on the de-duplicated graph may introduce values that do not comply with the current status of the OpenAIRE controlled vocabularies. For these reasons, we included a final step of cleansing at the end of the workflow materialisation. +At the very end of the graph production workflow, a step is dedicated to perform certain finalisation operations, that we describe in this page, +aiming to improve the overall quality of the data. +The output of this final step is the final version of the OpenAIRE Graph. ## Filtering diff --git a/docs/data-provision/merge-by-id.md b/docs/data-provision/merge-by-id.md index 1b6bfa5..fea9776 100644 --- a/docs/data-provision/merge-by-id.md +++ b/docs/data-provision/merge-by-id.md @@ -1 +1,3 @@ -# Merge by id \ No newline at end of file +# Merge by id + +TODO \ No newline at end of file diff --git a/sidebars.js b/sidebars.js index 6a7d61c..1913193 100644 --- a/sidebars.js +++ b/sidebars.js @@ -125,7 +125,7 @@ const sidebars = { }, { type: 'category', - label: "Deduplication & propagation", + label: "Deduction & propagation", link: { type: 'generated-index' , description: 'The OpenAIRE Graph is further enriched by the deduction and propagation processes descibed in this section.' 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    The figure above, presents the graph's data model. diff --git a/docs/data-provision/aggregation/aggregation.md b/docs/data-provision/aggregation/aggregation.md index 037d98e..ac966fc 100644 --- a/docs/data-provision/aggregation/aggregation.md +++ b/docs/data-provision/aggregation/aggregation.md @@ -14,7 +14,7 @@ The transformation process includes the application of cleaning functions whose In addition, the OpenAIRE Graph is extended with other relevant scholarly communication sources that need special handling, either because they do not strictly follow the OpenAIRE Guidelines or due to the vast amount of data of data they offer (e.g. DOIBoost, that merges Crossref, ORCID, Microsoft Academic Graph, and Unpaywall).

    - Aggregation + Aggregation

    The OpenAIRE aggregation system collects information about objects of the research life-cycle compliant to the [OpenAIRE acquisition policy](https://www.openaire.eu/content-acquisition-policy) from [different types of data sources](https://explore.openaire.eu/search/find/dataproviders): diff --git a/docs/data-provision/data-provision.md b/docs/data-provision/data-provision.md index 95cd3bc..27114ec 100644 --- a/docs/data-provision/data-provision.md +++ b/docs/data-provision/data-provision.md @@ -3,5 +3,6 @@ OpenAIRE collects metadata records from more than 70K scholarly communication sources from all over the world, including Open Access institutional repositories, data archives, journals. All the metadata records (i.e. descriptions of research products) are put together in a data lake, together with records from Crossref, Unpaywall, ORCID, Grid.ac, and information about projects provided by national and international funders. Dedicated inference algorithms applied to metadata and to the full-texts of Open Access publications enrich the content of the data lake with links between research results and projects, author affiliations, subject classification, links to entries from domain-specific databases. Duplicated organisations and results are identified and merged together to obtain an open, trusted, public resource enabling explorations of the scholarly communication landscape like never before.

    - Data provision + Data provision

    + diff --git a/docs/data-provision/deduction-and-propagation/bulk-tagging.md b/docs/data-provision/deduction-and-propagation/bulk-tagging.md index b13c767..f52188e 100644 --- a/docs/data-provision/deduction-and-propagation/bulk-tagging.md +++ b/docs/data-provision/deduction-and-propagation/bulk-tagging.md @@ -8,13 +8,13 @@ As of November 2022, three procedures are in place to relate a research product * subjects: it is possible to specify a list of subjects that are relevant for the RC/RI. Every time one of the subjects is found among the subjects of a result, the result is linked to the RC/RI.

    - Bulktagging Subject + Bulktagging Subject

    * data sources: it is possible to list a set of data sources relevant for the RC/RI. All the results collected from these data sources will be linked to the RC/RI

    - Bulktagging Data source + Bulktagging Data source

    When only some results collected from a datasource are relevant for the RC/RI, it is possible to specify a set of selection constraints (SC) that have to be verified before linking the result to the @@ -23,14 +23,14 @@ while the set of condition can be among V={contains, equals, not_contain A possible selection criteria can be: “All the products whose contributor contains DARIAH “

    - Bulktagging Data source + Bulktagging Data source

    * Zenodo community: it is possible to list a set of Zenodo communities relevant for the RC/RI. All the products collected from the listed Zenodo communities are linked to the RC/RI

    - Bulktagging Zenodo Community + Bulktagging Zenodo Community

    diff --git a/docs/data-provision/deduction-and-propagation/propagation.md b/docs/data-provision/deduction-and-propagation/propagation.md index 604dafa..79f0902 100644 --- a/docs/data-provision/deduction-and-propagation/propagation.md +++ b/docs/data-provision/deduction-and-propagation/propagation.md @@ -7,38 +7,39 @@ As of November 2022, the following procedures are in place: * Country propagation: updates the property “country” of a results. This happens when the result is collected from an institutional datasource or when the datasource hosting the result is inserted in a whitelist. For all the results whose hosting datasource verifies one of the conditions above, the country of the organization providing the datasource is added to the country of the result: e.g. publication collected from an institutional repository maintained by an italian university will be enriched with the property “country = IT”.

    - Country Propagation + Country Propagation

    * Project propagation: adds a "isProducedBy" relationship (and its inverse) between a Project P and Result R1, if R1 has a strong semantic relationship with another Result R2 and P produces R2: e.g. publication linked to project P “is supplemented by” a dataset D. Dataset D will get the link to project P. The relationships considered for this procedure are “isSupplementedBy” and “isSupplementTo”.

    - Project Propagation + Project Propagation

    * Result to RC/RI through organization propagation. The manager of the RC/RI can specify a set of organizations whose product are relevant for the community. Each result having such a relation of affiliation with at least one organization relevant for the RC/RI will be linked to it.

    - Result to community through organization propagation + Result to community through organization propagation

    * Result to RC/RI through semantic relation: extends the set of products linked to a RC/RI by exploiting strong semantic relationships between the results; e.g. if a result R1 is associated to the community C and is supplemented by a result R2 then the result R2 will be linked to the community. The relationships considered for this procedure are “isSupplementedBy” and “supplements”.

    - Result to community through semantic relation propagation + Result to community through semantic relation propagation

    * ORCID identifiers to result through semantic relation. This propagation enriches the results by adding ORCID identifiers to authors. The added ORCID will be marked as "potential" since they have been inserted through propagation. The process considers the set of overlapping authors between results (R1 and R2) linked with a strong semantic relationship (IsSupplementedBy, IsSupplementTo). For each author A in the overlapping set, if R1 provides the ORCID value for A and R2 does not, then the author A in R2 will be enriched with the information of the ORCID found in R1.

    - Orcid propation through semantic relation + Orcid propation through semantic relation

    * affiliation to organization through institutional repository. This propagation adds one "hasAuthorInstitution" relationship (and its inverse) between a Result R and Organization O, if R was collected from a datasource D with type institutional repository, and D was provided by O.

    - Affiliation propagation through institutional repository + Affiliation propagation through institutional repository

    * affiliation to organization through semantic relation. This propagation adds one "hasAuthorInstitution" relationship (and its inverse) between a @@ -46,9 +47,9 @@ Result R and an Organization O, if R has an affiliation relation with an organization O1 that is in relation "isChildOf" with O.

    - Affiliation propagation through semantic relation + Affiliation propagation through semantic relation

    The algorithm exploits only the organization leaves that are in a "IsChildOf" relation with another organization. So far one single step is done

    - propagation strategy + propagation strategy

    \ No newline at end of file diff --git a/docs/data-provision/deduplication/deduplication.md b/docs/data-provision/deduplication/deduplication.md index 53d6906..8fb118a 100644 --- a/docs/data-provision/deduplication/deduplication.md +++ b/docs/data-provision/deduplication/deduplication.md @@ -10,7 +10,7 @@ The deduplication process can be divided into three different phases: * Duplicates grouping (transitive closure)

    - Deduplication Workflow + Deduplication Workflow

    ### Candidate identification (clustering) diff --git a/docs/data-provision/deduplication/organizations.md b/docs/data-provision/deduplication/organizations.md index a0b029b..c2c57e1 100644 --- a/docs/data-provision/deduplication/organizations.md +++ b/docs/data-provision/deduplication/organizations.md @@ -43,7 +43,7 @@ The comparison goes through the following decision tree: 5. *legalname check*: comparison of the normalized `legalnames` with the `Jaro-Winkler` distance to determine if it is higher than `0.9`. If so, a similarity relation is drawn. Otherwise, no similarity relation is drawn.

    - Organization Decision Tree + Organization Decision Tree

    [//]: # (Link to the image: https://docs.google.com/drawings/d/1YKInGGtHu09QG4pT2gRLEum4LxU82d4nKkvGNvRQmrg/edit?usp=sharing) diff --git a/docs/data-provision/deduplication/research-products.md b/docs/data-provision/deduplication/research-products.md index 3000e24..4d68c25 100644 --- a/docs/data-provision/deduplication/research-products.md +++ b/docs/data-provision/deduplication/research-products.md @@ -34,7 +34,7 @@ The comparison goes through different stages: 5. *strong check*: comparison composed by three substages involving the (i) comparison of the author list sizes and the version of the record to determine if they are coherent, (ii) comparison of the record titles with the Levenshtein distance to determine if it is higher than 0.99, (iii) "smart" comparison of the author lists to check if common authors are more than 60%.

    - Publications Decision Tree + Publications Decision Tree

    [//]: # (Link to the image: https://docs.google.com/drawings/d/19SIilTp1vukw6STMZuPMdc0pv0ODYCiOxP7OU3iPWK8/edit?usp=sharing) @@ -47,7 +47,7 @@ The comparison goes through different stages: 3. *strong check*: comparison of the record titles with Levenshtein distance. If the measure is above 0.99, then the similarity relation is drawn

    - Software Decision Tree + Software Decision Tree

    [//]: # (Link to the image: https://docs.google.com/drawings/d/19gd1-GTOEEo6awMObGRkYFhpAlO_38mfbDFFX0HAkuo/edit?usp=sharing) @@ -57,7 +57,7 @@ For each pair of datasets or other types of research products in a cluster the s The decision tree is almost identical to the publication decision tree, with the only exception of the *instance type check* stage. Since such type of record does not have a relatable instance type, the check is not performed and the decision tree node is skipped.

    - Dataset and Other types of research products Decision Tree + Dataset and Other types of research products Decision Tree

    [//]: # (Link to the image: https://docs.google.com/drawings/d/1uBa7Bw2KwBRDUYIfyRr_Keol7UOeyvMNN7MPXYLg4qw/edit?usp=sharing) diff --git a/docs/downloads/full-graph.md b/docs/downloads/full-graph.md index 97ddbfa..4b338b2 100644 --- a/docs/downloads/full-graph.md +++ b/docs/downloads/full-graph.md @@ -31,18 +31,18 @@ Also consider adding one of the following badges to your service with the approp
    diff --git a/static/bibtex/OpenAIRE_Research_Graph_dump.bib b/static/bibtex/OpenAIRE_Research_Graph_dump.bib index 2bd491d..2e8f5d3 100644 --- a/static/bibtex/OpenAIRE_Research_Graph_dump.bib +++ b/static/bibtex/OpenAIRE_Research_Graph_dump.bib @@ -20,7 +20,7 @@ Manola, Natalia and Principe, Pedro}, title = {OpenAIRE Research Graph Dump}, - month = jun, + month = Jun, year = 2022, note = {{A new version of this dataset is published every 6 months. 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docs/data-model/data-model.md | 4 ++-- docs/data-model/entities/_category_.json | 2 +- docs/data-model/pids-and-identifiers.md | 2 +- docs/data-provision/aggregation/aggregation.md | 8 ++++---- .../aggregation/non-compatible-sources/datacite.md | 2 +- .../aggregation/non-compatible-sources/doiboost.md | 4 ++-- .../aggregation/non-compatible-sources/ebi.md | 2 +- .../aggregation/non-compatible-sources/pubmed.md | 2 +- docs/data-provision/deduplication/organizations.md | 4 ++-- docs/data-provision/finalisation.md | 4 ++-- docs/data-provision/indexing.md | 8 ++++---- docs/downloads/full-graph.md | 2 +- docs/downloads/subgraphs.md | 6 +++--- docs/intro.md | 4 ++-- docs/license.md | 2 +- docs/publications.md | 4 ++-- sidebars.js | 8 ++++---- 17 files changed, 34 insertions(+), 34 deletions(-) diff --git a/docs/data-model/data-model.md b/docs/data-model/data-model.md index d8cbe2e..0b612a0 100644 --- a/docs/data-model/data-model.md +++ b/docs/data-model/data-model.md @@ -1,6 +1,6 @@ # Data model -The OpenAIRE Graph comprises several types of [entities](../category/entities) and [relationships](./relationships) among them. +The OpenAIRE Research Graph comprises several types of [entities](../category/entities) and [relationships](./relationships) among them. The latest version of the JSON schema can be found on the [Downloads](../downloads/full-graph) section. @@ -20,6 +20,6 @@ responsible for operating data sources or consisting the affiliations of Product :::note Further reading -A detailed report on the OpenAIRE Graph Data Model can be found on [Zenodo](https://zenodo.org/record/2643199). +A detailed report on the OpenAIRE Research Graph Data Model can be found on [Zenodo](https://zenodo.org/record/2643199). ::: diff --git a/docs/data-model/entities/_category_.json b/docs/data-model/entities/_category_.json index 8161451..1740b21 100644 --- a/docs/data-model/entities/_category_.json +++ b/docs/data-model/entities/_category_.json @@ -3,6 +3,6 @@ "position": 1, "link": { "type": "generated-index", - "description": "The main entities of the OpenAIRE Graph are listed below." + "description": "The main entities of the OpenAIRE Research Graph are listed below." } } \ No newline at end of file diff --git a/docs/data-model/pids-and-identifiers.md b/docs/data-model/pids-and-identifiers.md index be6731b..17365b3 100644 --- a/docs/data-model/pids-and-identifiers.md +++ b/docs/data-model/pids-and-identifiers.md @@ -1,6 +1,6 @@ # PIDs and identifiers -One of the challenges towards the stability of the contents in the OpenAIRE Graph consists of making its identifiers and records stable over time. +One of the challenges towards the stability of the contents in the OpenAIRE Research Graph consists of making its identifiers and records stable over time. The barriers to this scenario are many, as the Graph keeps a map of data sources that is subject to constant variations: records in repositories vary in content, original IDs, and PIDs, may disappear or reappear, and the same holds for the repository or the metadata collection it exposes. Not only, but the mappings applied to the original contents may also change and improve over time to catch up with the changes in the input records. diff --git a/docs/data-provision/aggregation/aggregation.md b/docs/data-provision/aggregation/aggregation.md index ac966fc..94c82f2 100644 --- a/docs/data-provision/aggregation/aggregation.md +++ b/docs/data-provision/aggregation/aggregation.md @@ -4,14 +4,14 @@ sidebar_position: 1 # Aggregation -OpenAIRE materializes an open, participatory research graph (the OpenAIRE Graph) where products of the research life-cycle (e.g. scientific literature, research data, project, software) are semantically linked to each other and carry information about their access rights (i.e. if they are Open Access, Restricted, Embargoed, or Closed) and the sources from which they have been collected and where they are hosted. The OpenAIRE Graph is materialised via a set of autonomic, orchestrated workflows operating in a regimen of continuous data aggregation and integration. [1] +OpenAIRE materializes an open, participatory research graph (the OpenAIRE Research Graph) where products of the research life-cycle (e.g. scientific literature, research data, project, software) are semantically linked to each other and carry information about their access rights (i.e. if they are Open Access, Restricted, Embargoed, or Closed) and the sources from which they have been collected and where they are hosted. The OpenAIRE Research Graph is materialised via a set of autonomic, orchestrated workflows operating in a regimen of continuous data aggregation and integration. [1] ## What does OpenAIRE collect? -OpenAIRE aggregates metadata records describing objects of the research life-cycle from content providers compliant to the [OpenAIRE guidelines](https://guidelines.openaire.eu/) and from entity registries (i.e. data sources offering authoritative lists of entities, like [OpenDOAR](https://v2.sherpa.ac.uk/opendoar/), [re3data](https://www.re3data.org/), [DOAJ](https://doaj.org/), and various funder databases). After collection, metadata are transformed according to the OpenAIRE internal metadata model, which is used to generate the final OpenAIRE Graph, accessible from the [OpenAIRE EXPLORE portal](https://explore.openaire.eu) and the [APIs](https://graph.openaire.eu/develop/). +OpenAIRE aggregates metadata records describing objects of the research life-cycle from content providers compliant to the [OpenAIRE guidelines](https://guidelines.openaire.eu/) and from entity registries (i.e. data sources offering authoritative lists of entities, like [OpenDOAR](https://v2.sherpa.ac.uk/opendoar/), [re3data](https://www.re3data.org/), [DOAJ](https://doaj.org/), and various funder databases). After collection, metadata are transformed according to the OpenAIRE internal metadata model, which is used to generate the final OpenAIRE Research Graph, accessible from the [OpenAIRE EXPLORE portal](https://explore.openaire.eu) and the [APIs](https://graph.openaire.eu/develop/). The transformation process includes the application of cleaning functions whose goal is to ensure that values are harmonised according to a common format (e.g. dates as YYYY-MM-dd) and, whenever applicable, to a common controlled vocabulary. The controlled vocabularies used for cleansing are accessible at [api.openaire.eu/vocabularies](https://api.openaire.eu/vocabularies/). Each vocabulary features a set of controlled terms, each with one code, one label, and a set of synonyms. If a synonym is found as field value, the value is updated with the corresponding term. -In addition, the OpenAIRE Graph is extended with other relevant scholarly communication sources that need special handling, either because they do not strictly follow the OpenAIRE Guidelines or due to the vast amount of data of data they offer (e.g. DOIBoost, that merges Crossref, ORCID, Microsoft Academic Graph, and Unpaywall). +In addition, the OpenAIRE Research Graph is extended with other relevant scholarly communication sources that need special handling, either because they do not strictly follow the OpenAIRE Guidelines or due to the vast amount of data of data they offer (e.g. DOIBoost, that merges Crossref, ORCID, Microsoft Academic Graph, and Unpaywall).

    Aggregation @@ -30,7 +30,7 @@ Relationships between objects are collected from the data sources, but also auto ## What kind of data sources are in OpenAIRE? -Objects and relationships in the OpenAIRE Graph are extracted from information packages, i.e. metadata records, collected from data sources of the following kinds: +Objects and relationships in the OpenAIRE Research Graph are extracted from information packages, i.e. metadata records, collected from data sources of the following kinds: - *Literature, Institutional and thematic repositories*: Information systems where scientists upload the bibliographic metadata and full-texts of their articles, due to obligations from their organization or due to community practices (e.g. ArXiv, Europe PMC); - *Open Access Publishers and journals*: Information system of open access publishers or relative journals, which offer bibliographic metadata and PDFs of their published articles; diff --git a/docs/data-provision/aggregation/non-compatible-sources/datacite.md b/docs/data-provision/aggregation/non-compatible-sources/datacite.md index e1fd166..463ab5f 100644 --- a/docs/data-provision/aggregation/non-compatible-sources/datacite.md +++ b/docs/data-provision/aggregation/non-compatible-sources/datacite.md @@ -33,7 +33,7 @@ The metadata collection process identifies the most recent record date available ### Entity Mapping -The table below describes the mapping from the XML baseline records to the OpenAIRE Graph dump format. +The table below describes the mapping from the XML baseline records to the OpenAIRE Research Graph dump format. | OpenAIRE Result field path | Datacite record JSON path | # Notes | |--------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| diff --git a/docs/data-provision/aggregation/non-compatible-sources/doiboost.md b/docs/data-provision/aggregation/non-compatible-sources/doiboost.md index e79e384..709e9e0 100644 --- a/docs/data-provision/aggregation/non-compatible-sources/doiboost.md +++ b/docs/data-provision/aggregation/non-compatible-sources/doiboost.md @@ -68,7 +68,7 @@ Records in Crossref are ruled out according to the following criteria Records with `type=dataset` are mapped into OpenAIRE results of type dataset. All others are mapped as OpenAIRE results of type publication. -### Mapping Crossref properties into the OpenAIRE Graph +### Mapping Crossref properties into the OpenAIRE Research Graph Properties in OpenAIRE results are set based on the logic described in the following table: @@ -222,7 +222,7 @@ Miriam will modify the process to ensure that: * Only papers with DOI are considered * Since for the same DOI we have multiple version of item with different MAG PaperId, we only take one per DOI (the last one we process). We call this dataset `Papers_distinct` -When mapping MAG records to the OpenAIRE Graph, we consider the following MAG tables: +When mapping MAG records to the OpenAIRE Research Graph, we consider the following MAG tables: * `PaperAbstractsInvertedIndex`: for the paper abstracts * `Authors`: for the authors. The MAG data is pre-processed by grouping authors by PaperId * `Affiliations` and `PaperAuthorAffiliations`: to generate links between publications and organisations diff --git a/docs/data-provision/aggregation/non-compatible-sources/ebi.md b/docs/data-provision/aggregation/non-compatible-sources/ebi.md index f5abf7a..7641ec2 100644 --- a/docs/data-provision/aggregation/non-compatible-sources/ebi.md +++ b/docs/data-provision/aggregation/non-compatible-sources/ebi.md @@ -69,7 +69,7 @@ curl -s "https://www.ebi.ac.uk/europepmc/webservices/rest/MED/33024307/datalinks ``` ## Mapping -The table below describes the mapping from the EBI links records to the OpenAIRE Graph dump format. +The table below describes the mapping from the EBI links records to the OpenAIRE Research Graph dump format. We filter all the target links with pid type **ena**, **pdb** or **uniprot** For each target we construct a Bioentity with the following mapping diff --git a/docs/data-provision/aggregation/non-compatible-sources/pubmed.md b/docs/data-provision/aggregation/non-compatible-sources/pubmed.md index a6df81d..8e5cec1 100644 --- a/docs/data-provision/aggregation/non-compatible-sources/pubmed.md +++ b/docs/data-provision/aggregation/non-compatible-sources/pubmed.md @@ -12,7 +12,7 @@ Pubmed exposes an entry point FTP with all the updates for each one. [ftp baseli ## Entity Mapping -The table below describes the mapping from the XML baseline records to the OpenAIRE Graph dump format. +The table below describes the mapping from the XML baseline records to the OpenAIRE Research Graph dump format. | OpenAIRE Result field path | PubMed record field xpath | Notes | |--------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| diff --git a/docs/data-provision/deduplication/organizations.md b/docs/data-provision/deduplication/organizations.md index c2c57e1..488489f 100644 --- a/docs/data-provision/deduplication/organizations.md +++ b/docs/data-provision/deduplication/organizations.md @@ -14,7 +14,7 @@ The data curation activity is twofold, on one end pivots around the disambiguati Duplicates among organizations are therefore managed through three different stages: * *Creation of Suggestions*: executes an automatic workflow that performs the deduplication and prepare new suggestions for the curators to be processed; * *Curation*: manual editing of the organization records performed by the data curators; - * *Creation of Representative Organizations*: executes an automatic workflow that creates curated organizations and exposes them on the OpenAIRE Graph by using the curators' feedback from the OpenOrgs underlying database. + * *Creation of Representative Organizations*: executes an automatic workflow that creates curated organizations and exposes them on the OpenAIRE Research Graph by using the curators' feedback from the OpenOrgs underlying database. The next sections describe the above mentioned stages. @@ -61,7 +61,7 @@ Note that if a curator does not provide a feedback on a similarity relation sugg ### Creation of Representative Organizations -This stage executes an automatic workflow that faces the *duplicates grouping* stage to create representative organizations and to update them on the OpenAIRE Graph. Such organizations are obtained via transitive closure and the relations used comes from the curators' feedback gathered on the OpenOrgs underlying Database. +This stage executes an automatic workflow that faces the *duplicates grouping* stage to create representative organizations and to update them on the OpenAIRE Research Graph. Such organizations are obtained via transitive closure and the relations used comes from the curators' feedback gathered on the OpenOrgs underlying Database. #### Duplicates grouping (transitive closure) diff --git a/docs/data-provision/finalisation.md b/docs/data-provision/finalisation.md index 22e5ca9..92a875c 100644 --- a/docs/data-provision/finalisation.md +++ b/docs/data-provision/finalisation.md @@ -2,11 +2,11 @@ At the very end of the graph production workflow, a step is dedicated to perform certain finalisation operations, that we describe in this page, aiming to improve the overall quality of the data. -The output of this final step is the final version of the OpenAIRE Graph. +The output of this final step is the final version of the OpenAIRE Research Graph. ## Filtering -Bibliographic records that do not meet minimal requirements for being part of the OpenAIRE Graph are eliminated during this phase. +Bibliographic records that do not meet minimal requirements for being part of the OpenAIRE Research Graph are eliminated during this phase. Currently, the only criteria applied horizontally to the entire graph aims at excluding scientific results whose title is not meaningful for citation purposes. Then, different criteria are applied in the pre-processing of specific sub-collections: diff --git a/docs/data-provision/indexing.md b/docs/data-provision/indexing.md index ecc677c..f56e69d 100644 --- a/docs/data-provision/indexing.md +++ b/docs/data-provision/indexing.md @@ -1,16 +1,16 @@ # Indexing -The final version of the OpenAIRE Graph is indexed on a Solr server that is used by the OpenAIRE portals (EXPLORE, CONNECT, PROVIDE) and APIs, the latter adopted by several third-party applications and organizations, such as: +The final version of the OpenAIRE Research Graph is indexed on a Solr server that is used by the OpenAIRE portals (EXPLORE, CONNECT, PROVIDE) and APIs, the latter adopted by several third-party applications and organizations, such as: -* The OpenAIRE Graph APIs and Portals will offer to the EOSC (European Open Science Cloud) an Open Science Resource Catalogue, keeping an up to date map of all research results (publications, datasets, software), services, organizations, projects, funders in Europe and beyond. +* The OpenAIRE Research Graph APIs and Portals will offer to the EOSC (European Open Science Cloud) an Open Science Resource Catalogue, keeping an up to date map of all research results (publications, datasets, software), services, organizations, projects, funders in Europe and beyond. * DSpace & EPrints repositories can install the OpenAIRE plugin to expose OpenAIRE compliant metadata records via their OAI-PMH endpoint and offer to researchers the possibility to link their depositions to the funding project, by selecting it from the list of project provided by OpenAIRE. -* EC participant portal (Sygma - System for Grant Management) uses the OpenAIRE API in the “Continuous Reporting” section. Sygma automatically fetches from the OpenAIRE Search API the list of publications and datasets in the OpenAIRE Graph that are linked to the project. The user can select the research products from the list and easily compile the continuous reporting data of the project. +* EC participant portal (Sygma - System for Grant Management) uses the OpenAIRE API in the “Continuous Reporting” section. Sygma automatically fetches from the OpenAIRE Search API the list of publications and datasets in the OpenAIRE Research Graph that are linked to the project. The user can select the research products from the list and easily compile the continuous reporting data of the project. * ScholExplorer is used by different players of the scholarly communication ecosystem. For example, [Elsevier](https://www.elsevier.com/authors/tools-and-resources/research-data/data-base-linking) uses its API to make the links between publications and datasets automatically appear on ScienceDirect. -ScholExplorer indexes the links among the four major types of research products (API v3) available in the OpenAIRE Graph and makes them available through an HTTP API that allows +ScholExplorer indexes the links among the four major types of research products (API v3) available in the OpenAIRE Research Graph and makes them available through an HTTP API that allows to search them by the following criteria: * Links whose source object has a given PID or PID type; * Links whose source object has been published by a given data source ("data source as publisher"); diff --git a/docs/downloads/full-graph.md b/docs/downloads/full-graph.md index 4b338b2..9277dbe 100644 --- a/docs/downloads/full-graph.md +++ b/docs/downloads/full-graph.md @@ -17,7 +17,7 @@ a tar archive containing gz files, each with one json per line. ## How to acknowledge this work -Open Science services are open and transparent and survive thanks to your active support and to the visibility and reward they gather. If you use one of the [OpenAIRE Graph dumps](https://doi.org/10.5281/zenodo.3516917) for your research, please provide a proper citation following the recommendation that you find on the dump's Zenodo page or as provided below. +Open Science services are open and transparent and survive thanks to your active support and to the visibility and reward they gather. If you use one of the [OpenAIRE Research Graph dumps](https://doi.org/10.5281/zenodo.3516917) for your research, please provide a proper citation following the recommendation that you find on the dump's Zenodo page or as provided below. :::note How to cite diff --git a/docs/downloads/subgraphs.md b/docs/downloads/subgraphs.md index cf5aeb4..af85628 100644 --- a/docs/downloads/subgraphs.md +++ b/docs/downloads/subgraphs.md @@ -27,7 +27,7 @@ The dump consists of a tar archive containing gzip files with one json per line. This dataset is licensed under a Creative Commons Attribution 4.0 International License. It contains metadata records of research products (research literature, data, software, other types of research products) with funding -information available in the OpenAIRE Graph. Records are grouped by funder in a dedicated archive file. Each tar archive contains +information available in the OpenAIRE Research Graph. Records are grouped by funder in a dedicated archive file. Each tar archive contains gzip files, each with one json record per line. The model of this dump differs from the one of the whole graph. Please refer [here](#alternative-sub-graph-data-model) for details on the data model of this dump. @@ -38,7 +38,7 @@ Please refer [here](#alternative-sub-graph-data-model) for details on the data m Schema: https://doi.org/10.5281/zenodo.4238938 This dataset is licensed under a Creative Commons Attribution 4.0 International License. - It contains the metadata records of projects collected by OpenAIRE in a given time frame. Usually one deposition of collected projects is done for each release of the OpenAIRE Graph + It contains the metadata records of projects collected by OpenAIRE in a given time frame. Usually one deposition of collected projects is done for each release of the OpenAIRE Research Graph The deposition is one tar archive containing gzip files, each with one json record per line. ## The dumps about research communities, initiatives and infrastructures @@ -57,7 +57,7 @@ Please refer [here](#alternative-sub-graph-data-model) for details on the data m ## Alternative sub-graph data model - It should be noted that the dumps for research communities, infrastructures, and products related to projects do not strictly follow the main data model of the OpenAIRE Graph. In particular, they differ in the following: + It should be noted that the dumps for research communities, infrastructures, and products related to projects do not strictly follow the main data model of the OpenAIRE Research Graph. In particular, they differ in the following: * only research products are dumped (no relations, and entities different from results) * the dumped results are extended with information that can be inferred in the whole dump namely: diff --git a/docs/intro.md b/docs/intro.md index feaaca3..95b1b40 100644 --- a/docs/intro.md +++ b/docs/intro.md @@ -6,12 +6,12 @@ sidebar_position: 1 # Overview -The OpenAIRE Graph is one of the largest open scholarly record collections worldwide, key in fostering Open Science and establishing its practices in the daily research activities. +The OpenAIRE Research Graph is one of the largest open scholarly record collections worldwide, key in fostering Open Science and establishing its practices in the daily research activities. Conceived as a public and transparent good, populated out of data sources trusted by scientists, the Graph aims at bringing discovery, monitoring, and assessment of science back in the hands of the scientific community. Imagine a vast collection of research products all linked together, contextualised and openly available. For the past years OpenAIRE has been working to gather this valuable record. It is a massive collection of metadata and links between scientific products such as articles, datasets, software, and other research products, entities like organisations, funders, funding streams, projects, communities, and data sources. -As of today, the OpenAIRE Graph aggregates hundreds of millions of metadata records (and links among them) from multiple data sources trusted by scientists, including: +As of today, the OpenAIRE Research Graph aggregates hundreds of millions of metadata records (and links among them) from multiple data sources trusted by scientists, including: * Repositories registered in OpenDOAR or re3data.org (soon FAIRSharing.org) * Open Access journals registered in DOAJ diff --git a/docs/license.md b/docs/license.md index 86ddff5..e9d730c 100644 --- a/docs/license.md +++ b/docs/license.md @@ -4,5 +4,5 @@ sidebar_position: 11 # License -OpenAIRE Graph is available for download and re-use as CC-BY (due to some input sources whose license is CC-BY). Parts of the graphs can be re-used as CC-0. +OpenAIRE Research Graph is available for download and re-use as CC-BY (due to some input sources whose license is CC-BY). Parts of the graphs can be re-used as CC-0. diff --git a/docs/publications.md b/docs/publications.md index 974a69b..0324d36 100644 --- a/docs/publications.md +++ b/docs/publications.md @@ -4,7 +4,7 @@ sidebar_position: 7 # Relevant publications -Open Science services are open and transparent and survive thanks to your active support and to the visibility and reward they gather. If you use one of the [OpenAIRE Graph dumps](https://doi.org/10.5281/zenodo.3516917) for your research, please provide a proper citation following the recommendation that you find on the dump's Zenodo page or as provided below. +Open Science services are open and transparent and survive thanks to your active support and to the visibility and reward they gather. If you use one of the [OpenAIRE Research Graph dumps](https://doi.org/10.5281/zenodo.3516917) for your research, please provide a proper citation following the recommendation that you find on the dump's Zenodo page or as provided below. :::note How to cite @@ -27,7 +27,7 @@ Mannocci A., Manghi P. (2016). "DataQ: a data flow quality monitoring system for ### Deduplication -Vichos K., De Bonis M., Kanellos I., Chatzopoulos S., Atzori C., Manola N., Manghi P., Vergoulis T. (2022). "A preliminary assessment of the article deduplication algorithm used for the OpenAIRE Graph", In Italian Research Conference on Digital Libraries (IRCDL), Padua, Italy, CEUR-WS Proceedings. [http://ceur-ws.org/Vol-3160](http://ceur-ws.org/Vol-3160/) +Vichos K., De Bonis M., Kanellos I., Chatzopoulos S., Atzori C., Manola N., Manghi P., Vergoulis T. (2022). "A preliminary assessment of the article deduplication algorithm used for the OpenAIRE Research Graph", In Italian Research Conference on Digital Libraries (IRCDL), Padua, Italy, CEUR-WS Proceedings. [http://ceur-ws.org/Vol-3160](http://ceur-ws.org/Vol-3160/) De Bonis M., Manghi P., Atzori C. (2022). "FDup: a framework for general-purpose and efficient entity deduplication of record collections", PeerJ Computer Science, 8, e1058. [https://peerj.com/articles/cs-1058](https://peerj.com/articles/cs-1058) diff --git a/sidebars.js b/sidebars.js index 1913193..2d484c2 100644 --- a/sidebars.js +++ b/sidebars.js @@ -29,7 +29,7 @@ const sidebars = { label: "Entities", link: { type: 'generated-index', - description: 'The main entities of the OpenAIRE Graph are listed below.' + description: 'The main entities of the OpenAIRE Research Graph are listed below.' }, items: [ { type: 'doc', id: 'data-model/entities/result' }, @@ -101,7 +101,7 @@ const sidebars = { label: "Enrichment by mining", link: { type: 'generated-index', - description: 'The OpenAIRE Graph is enriched using the different Text and Data Mining (TDM) algorithms that are grouped in the following categories.' + description: 'The OpenAIRE Research Graph is enriched using the different Text and Data Mining (TDM) algorithms that are grouped in the following categories.' }, items: [ { type: 'doc', id: 'data-provision/enrichment-by-mining/affiliation_matching' }, @@ -128,7 +128,7 @@ const sidebars = { label: "Deduction & propagation", link: { type: 'generated-index' , - description: 'The OpenAIRE Graph is further enriched by the deduction and propagation processes descibed in this section.' + description: 'The OpenAIRE Research Graph is further enriched by the deduction and propagation processes descibed in this section.' }, items: [ @@ -141,7 +141,7 @@ const sidebars = { label: "Indicators ingestion", link: { type: 'generated-index' , - description: 'In this step, the following types of indicators are ingested in the OpenAIRE Graph.' + description: 'In this step, the following types of indicators are ingested in the OpenAIRE Research Graph.' }, items: [ From 6e56aa1a4dcb9c715a4200503f1491b3f22f6916 Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Wed, 21 Dec 2022 21:44:50 +0200 Subject: [PATCH 43/49] Add text to compatible sources - aggregation --- docs/data-provision/aggregation/compatible-sources.md | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/docs/data-provision/aggregation/compatible-sources.md b/docs/data-provision/aggregation/compatible-sources.md index 3d6ac0b..48d831e 100644 --- a/docs/data-provision/aggregation/compatible-sources.md +++ b/docs/data-provision/aggregation/compatible-sources.md @@ -2,4 +2,10 @@ sidebar_position: 1 --- -# OpenAIRE compatible sources \ No newline at end of file +# OpenAIRE compatible sources + +The OpenAIRE aggregator collects metadata records from content providers compliant to the OpenAIRE guidelines. + +The OpenAIRE Guidelines help repository managers expose publications, datasets and CRIS metadata via the OAI-PMH protocol in order to integrate with OpenAIRE infrastructure. + +You can find more information in https://guidelines.openaire.eu/en/latest/ \ No newline at end of file From 61d62ddab39ab6d7ecae2b7d737a082b61d6781e Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Wed, 21 Dec 2022 22:12:26 +0200 Subject: [PATCH 44/49] Install plugin --- docusaurus.config.js | 13 +- package-lock.json | 449 +++++++++++++++++++++++++++++++++++++++++++ package.json | 1 + 3 files changed, 462 insertions(+), 1 deletion(-) diff --git a/docusaurus.config.js b/docusaurus.config.js index d343e38..dd2486d 100644 --- a/docusaurus.config.js +++ b/docusaurus.config.js @@ -38,7 +38,18 @@ const config = { defaultLocale: 'en', locales: ['en'], }, - + themes: [ + [ + require.resolve("@easyops-cn/docusaurus-search-local"), + /** @type {import("@easyops-cn/docusaurus-search-local").PluginOptions} */ + ({ + language: ["en"], + indexBlog: false, + highlightSearchTermsOnTargetPage: true, + searchBarShortcutHint: false, + }), + ], + ], presets: [ [ 'classic', diff --git a/package-lock.json b/package-lock.json index 6ef2d92..9745a9c 100644 --- a/package-lock.json +++ b/package-lock.json @@ -10,6 +10,7 @@ "dependencies": { "@docusaurus/core": "^2.2.0", "@docusaurus/preset-classic": "^2.2.0", + "@easyops-cn/docusaurus-search-local": "^0.33.6", "@mdx-js/react": "^1.6.22", "clsx": "^1.2.1", "dotenv": "^16.0.3", @@ -2555,6 +2556,46 @@ "node": ">=16.14" } }, + "node_modules/@easyops-cn/autocomplete.js": { + "version": "0.38.1", + "resolved": "https://registry.npmjs.org/@easyops-cn/autocomplete.js/-/autocomplete.js-0.38.1.tgz", + "integrity": "sha512-drg76jS6syilOUmVNkyo1c7ZEBPcPuK+aJA7AksM5ZIIbV57DMHCywiCr+uHyv8BE5jUTU98j/H7gVrkHrWW3Q==", + "dependencies": { + "cssesc": "^3.0.0", + "immediate": "^3.2.3" + } + }, + "node_modules/@easyops-cn/docusaurus-search-local": { + "version": "0.33.6", + "resolved": "https://registry.npmjs.org/@easyops-cn/docusaurus-search-local/-/docusaurus-search-local-0.33.6.tgz", + "integrity": "sha512-3UqsJ42akhHDSlW9SravWQF5ZUI5VEKlzt50djbRRjDdJGefe1v9FpBKVdqHtPPFefcJoagtpfK4/R3dtDeEhw==", + "dependencies": { + "@docusaurus/plugin-content-docs": "^2.0.0-rc.1", + "@docusaurus/theme-translations": "^2.0.0-rc.1", + "@docusaurus/utils": "^2.0.0-rc.1", + "@docusaurus/utils-common": "^2.0.0-rc.1", + 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index 80eff8b..527930d 100644 --- a/package.json +++ b/package.json @@ -16,6 +16,7 @@ "dependencies": { "@docusaurus/core": "^2.2.0", "@docusaurus/preset-classic": "^2.2.0", + "@easyops-cn/docusaurus-search-local": "^0.33.6", "@mdx-js/react": "^1.6.22", "clsx": "^1.2.1", "dotenv": "^16.0.3", From 078ec28a6abf5b716d51756a064cec49065c247a Mon Sep 17 00:00:00 2001 From: Serafeim Chatzopoulos Date: Wed, 21 Dec 2022 22:53:44 +0200 Subject: [PATCH 45/49] Set docsRouteBasePath for search plugin --- docusaurus.config.js | 1 + 1 file changed, 1 insertion(+) diff --git a/docusaurus.config.js b/docusaurus.config.js index dd2486d..3254a5c 100644 --- a/docusaurus.config.js +++ b/docusaurus.config.js @@ -47,6 +47,7 @@ const config = { indexBlog: false, highlightSearchTermsOnTargetPage: true, searchBarShortcutHint: false, + docsRouteBasePath: "/", }), ], ], From 099a500e88ec3b6911b394cc849d059c053738e1 Mon Sep 17 00:00:00 2001 From: Claudio Atzori Date: Thu, 22 Dec 2022 16:21:00 +0100 Subject: [PATCH 46/49] added merge by id description --- docs/data-provision/merge-by-id.md | 27 ++++++++++++++++++++++++++- 1 file changed, 26 insertions(+), 1 deletion(-) diff --git a/docs/data-provision/merge-by-id.md b/docs/data-provision/merge-by-id.md index fea9776..199500f 100644 --- a/docs/data-provision/merge-by-id.md +++ b/docs/data-provision/merge-by-id.md @@ -1,3 +1,28 @@ # Merge by id -TODO \ No newline at end of file +In the metadata aggregation system it is common to find the same record provided by +different datasources and, sometimes, even inside the same datasource (especially in +case of aggregators). As the harmonisation processes are performed per datasource +contents, the relative records are the output of different mapping implementations. +This approach has the advantage to be deeply customisable to catch datasource specific +aspects, but it leaves room for inconsistencies when evaluating the different mappings +across the various datasources. + +This phase is therefore responsible to compensate for such inconsistencies and performs +a global grouping of every record available in the graph: + +- entities are grouped by [`id`](../data-model/entities/result#id) +- relations are grouped by [`source`, `target`, `reltype`](../data-model/relationships#the-relationship-object) + +This ensures that the same record, possibly assigned to different types by different +mappings, appears only once in the graph and under a single typing. In case of clashing +identifiers, the properties are merged (including the provencance information), considering +the following precedence order for the result typing: + +``` +publication > dataset > software > other +``` + +The same holds for relationships, as the same (e.g.) DOI-to-DOI citation relation could +be aggregated from multiple sources, this grouping phase would collapse all the different +duplicates onto a single relation that would however include all the individual provenances. From 8e4172c1f70e6c8876889af1b12f65e574071c35 Mon Sep 17 00:00:00 2001 From: Claudio Atzori Date: Thu, 22 Dec 2022 16:25:25 +0100 Subject: [PATCH 47/49] usage count text from Dimitris --- docs/data-provision/indicators-ingestion/usage-counts.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/docs/data-provision/indicators-ingestion/usage-counts.md b/docs/data-provision/indicators-ingestion/usage-counts.md index d32ef6a..fd98a43 100644 --- a/docs/data-provision/indicators-ingestion/usage-counts.md +++ b/docs/data-provision/indicators-ingestion/usage-counts.md @@ -1,7 +1,7 @@ -# Usage counts +# Usage Statistics Indicators -Usage counts cover the needs of content providers and consumers offering added value to assist them in reaching their goals. +Usage Statistics indicators for research products, like publications, datasets,etc., are an important complement to other (traditional and alternative) bibliometric indicators to provide a comprehensive and recent view of the impact of such resources but also about their authors, institutions and the platforms themselves. They are taking into account different levels of information: the usage of data sources, the usage of individual items in the context of their resource type and the usage of individual web resources or files. -They include metrics of usage activity of Open Access Repositories categorizing the data retrieved by country, number of downloads, number of views, number of repositories and all derivative quantitative open metrics, comprehensively. +Usage Statistics Indicators are built by the OpenAIRE's UsageCounts Service. The service collects usage data and consolidated usage statistics reports respectively, from its distributed network of data providers (repositories, e-journals, CRIS) by utilizing open standards and protocols and delivers reliable, consolidated and comparable usage metrics like counts of item downloads and metadata views conformant to COUNTER Code of Practice. -You can find more information about the UsageCounts service [here](https://usagecounts.openaire.eu/). +You can find more information about the UsageCounts service [here](https://usagecounts.openaire.eu/). \ No newline at end of file From 070219b09557096e7b485e8fb53cb28476ffc23c Mon Sep 17 00:00:00 2001 From: Claudio Atzori Date: Fri, 23 Dec 2022 12:11:59 +0100 Subject: [PATCH 48/49] added synthetic stats page --- docs/data-provision/stats.md | 12 ++++++++++++ sidebars.js | 1 + 2 files changed, 13 insertions(+) create mode 100644 docs/data-provision/stats.md diff --git a/docs/data-provision/stats.md b/docs/data-provision/stats.md new file mode 100644 index 0000000..9d0de86 --- /dev/null +++ b/docs/data-provision/stats.md @@ -0,0 +1,12 @@ +# Stats analysis + +The OpenAIRE Graph is also processed by a pipeline for extracting the statistics +and producing the charts for funders, research initiative, research infrastructures, +and policymakers available on [MONITOR](https://monitor.openaire.eu). + +Based on the information available on the graph, OpenAIRE provides a set of +indicators for monitoring the funding and research impact and the uptake of +Open Science publishing practices, such as Open Access publishing of publications +and datasets, availability of interlinks between research products, availability +of post-print versions in institutional or thematic Open Access repositories, etc. + diff --git a/sidebars.js b/sidebars.js index 2d484c2..f799348 100644 --- a/sidebars.js +++ b/sidebars.js @@ -151,6 +151,7 @@ const sidebars = { }, { type: 'doc', id: 'data-provision/finalisation' }, { type: 'doc', id: 'data-provision/indexing' }, + { type: 'doc', id: 'data-provision/stats' } ] }, { From 29731b7be7870c67ae5db491eb9d8c55d430f38b Mon Sep 17 00:00:00 2001 From: Claudio Atzori Date: Fri, 23 Dec 2022 12:13:43 +0100 Subject: [PATCH 49/49] added links to the explore, connect, provide portals. Further adoption of the OpenAIRE Graph shorter wording --- docs/data-provision/indexing.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/data-provision/indexing.md b/docs/data-provision/indexing.md index f56e69d..579c230 100644 --- a/docs/data-provision/indexing.md +++ b/docs/data-provision/indexing.md @@ -1,8 +1,8 @@ # Indexing -The final version of the OpenAIRE Research Graph is indexed on a Solr server that is used by the OpenAIRE portals (EXPLORE, CONNECT, PROVIDE) and APIs, the latter adopted by several third-party applications and organizations, such as: +The final version of the OpenAIRE Research Graph is indexed on a Solr server that is used by the OpenAIRE portals ([EXPLORE](https://explore.openaire.eu), [CONNECT](https://connect.openaire.eu), [PROVIDE](https://provide.openaire.eu)) and APIs, the latter adopted by several third-party applications and organizations, such as: -* The OpenAIRE Research Graph APIs and Portals will offer to the EOSC (European Open Science Cloud) an Open Science Resource Catalogue, keeping an up to date map of all research results (publications, datasets, software), services, organizations, projects, funders in Europe and beyond. +* The OpenAIRE Graph APIs and Portals will offer to the EOSC (European Open Science Cloud) an Open Science Resource Catalogue, keeping an up to date map of all research results (publications, datasets, software), services, organizations, projects, funders in Europe and beyond. * DSpace & EPrints repositories can install the OpenAIRE plugin to expose OpenAIRE compliant metadata records via their OAI-PMH endpoint and offer to researchers the possibility to link their depositions to the funding project, by selecting it from the list of project provided by OpenAIRE.

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