Short description |
Scans the plaintexts of publications for cited concepts, currently for references to datasets and software URIs. |
Authority |
ATHENA Research Center, Greece |
Licence |
CC-BY/CC-0 |
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. |
Parameters |
Title, URL, creator names, publisher names and publication year for each concept to create the target database. Identifier and publication's fulltext to extract the cited concepts. |
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 |
Environment |
Python, madIS (https://github.com/madgik/madis), APSW (https://github.com/rogerbinns/apsw) |
References & resources |
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. |