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2014 | OriginalPaper | Chapter

Extraction and Characterization of Citations in Scientific Papers

Authors : Marc Bertin, Iana Atanassova

Published in: Semantic Web Evaluation Challenge

Publisher: Springer International Publishing

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Abstract

We propose a hybrid method for the extraction and characterization of citations in scientific papers using machine learning combined with rule-based approaches. Our protocol consists of the extraction of metadata, bibliography parsing, section titles processing, and find-grained semantic annotation on the sentence level of texts. This allows us to generate Linked Open Data from a set of research papers in XML.

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Footnotes
2
The D2RQ Platform is a system for accessing relational databases as RDF graphs: http://​d2rq.​org/​
 
Literature
1.
Bertin, M., Atanassova, I., Lariviere, V., Gingras, Y.: The distribution of references in scientific papers: an analysis of the IMRaD structure. In: Proceedings of the 14th ISSI Conference, pp. 591–603 (2013)
2.
Councill, I.G., Giles, C.L., Kan, M.Y.: ParsCit: an open-source CRF reference string parsing package. In: LREC (2008)
3.
Do, H.H.N., Chandrasekaran, M.K., Cho, P.S., Kan, M.Y.: Extracting and matching authors and affiliations in scholarly documents. In: Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries, pp. 219–228. ACM (2013)
4.
Shotton, D.: Cito, the citation typing ontology. J. Biomed. Semant. 1(Suppl 1), S6 (2010)CrossRef
5.
Finkel, J.R., Grenager, T., Manning, C.: Incorporating non-local information into information extraction systems by gibbs sampling. In: Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics, Association for Computational Linguistics, pp. 363–370 (2005)
6.
Desclés, J.P.: Contextual exploration processing for discourse and automatic annotations of texts. In: FLAIRS Conference, pp. 281–284 (2006)
7.
Bertin, M., Atanassova, I., Descles, J.P.: Automatic analysis of author judgment in scientific articles based on semantic annotation. In: 22nd International Florida Artificial Intelligence, Research Society Conference, Sanibel Island, Florida. AAAI Press (2009)
8.
Bizer, C., Seaborne, A.: D2RQ-treating non-RDF databases as virtual RDF graphs. In: Proceedings of the 3rd International Semantic Web Conference (ISWC 2004), vol. 2004 (2004)
9.
Cyganiak, R., Bizer, C.: D2R server: a semantic web front-end to existing relational databases. In: XML Tage, 2006, pp. 171–173 (2006)
10.
Shotton, D., Peroni, S.: DoCo, the document components ontology (2011)
Metadata
Title
Extraction and Characterization of Citations in Scientific Papers
Authors
Marc Bertin
Iana Atanassova
Copyright Year
2014
Book
Semantic Web Evaluation Challenge

Print ISBN: 978-3-319-12023-2

Electronic ISBN: 978-3-319-12024-9

Copyright Year: 2014

DOI
https://doi.org/10.1007/978-3-319-12024-9_16