schatz
/
openaire-graph-docs
forked from D-Net/openaire-graph-docs
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases 5 Wiki Activity

Update 'docs/data-provision/enrichment/classified.md'

This commit is contained in:
Harry Dimitropoulos 2022-11-16 16:41:42 +01:00
parent 8fda5c81cf
commit 8f9184146c
1 changed files with 2 additions and 2 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

4
docs/data-provision/enrichment/classified.md
View File

@ -7,10 +7,10 @@ sidebar_position: 5
| Property | Description |
| --- | --- |
| Short description | Classifiers |
| Short description | A document classification algorithm 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 to one or more predefined content classes. |
| Authority | ATHENA Research Center, Greece |
| Licence | CC-BY/CC-0 |
| Algorithmic details | The algorithm classifies publication's fulltexts using a Bayesian classifier and weighted terms according to an offline training phase. The training has been done using the following taxonomies: arxiv, dcc, acm |
| Algorithmic details | The algorithm classifies publication's fulltexts using a Bayesian classifier and weighted terms according to an offline training phase. The training has been done using the following taxonomies: arXiv, MeSH (Medical Subject Headings), ACM, and DDC (Dewey Decimal Classification, or Dewey Decimal System). |
| Parameters | Publication's identifier and fulltext |
| Limitations | N/A |
| Code repository | https://github.com/openaire/iis/tree/master/iis-wf/iis-wf-referenceextraction/src/main/resources/eu/dnetlib/iis/wf/referenceextraction |