Hybrid Approach for the Semantic Processing of Scientic Papers

Marc Bertin (1) , Iana Atanassova (1)

1 CIRST - Centre Interuniversitaire de Rercherche sur la Science et la Technologie

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

Mots clés: Semantic Annotation; Citation Acts; CRF; RDF graphs

Domaines: Sciences de l'information et de la communication; Linguistique; Histoire, Philosophie et Sociologie des sciences; Informatique et langage [cs.CL]; Recherche d'information [cs.IR]; Traitement du texte et du document

Marc Bertin, Iana Atanassova. Hybrid Approach for the Semantic Processing of Scientic Papers. Semantic Publishing Challenge co-located with 11th European Semantic Web Conference (ESWC2014), http://2014.eswc-conferences.org/program/semwebeval.html, May 2014, Anissaras, Crete, Greece. ⟨hal-01953987⟩