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Identifying the Conceptual Space of Citation Contexts using Coreferences

Authors :
Marc Bertin
Pierre Jonin
Frédéric Armetta
Iana Atanassova
Equipe de recherche de Lyon en sciences de l'information et de la communication (ELICO)
Sciences Po Lyon - Institut d'études politiques de Lyon (IEP Lyon)
Université de Lyon-Université de Lyon-École nationale supérieure des sciences de l'information et des bibliothèques (ENSSIB)
Université de Lyon-Université Claude Bernard Lyon 1 (UCBL)
Université de Lyon-Université Jean Moulin - Lyon 3 (UJML)
Université de Lyon-Université Lumière - Lyon 2 (UL2)
Systèmes Cognitifs et Systèmes Multi-Agents (SyCoSMA)
Laboratoire d'InfoRmatique en Image et Systèmes d'information (LIRIS)
Institut National des Sciences Appliquées de Lyon (INSA Lyon)
Université de Lyon-Institut National des Sciences Appliquées (INSA)-Université de Lyon-Institut National des Sciences Appliquées (INSA)-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL)
Université de Lyon-École Centrale de Lyon (ECL)
Université de Lyon-Université Lumière - Lyon 2 (UL2)-Institut National des Sciences Appliquées de Lyon (INSA Lyon)
Centre de recherches interdisciplinaires et transculturelles - UFC (EA 3224) (CRIT)
Université de Franche-Comté (UFC)
Université Bourgogne Franche-Comté [COMUE] (UBFC)-Université Bourgogne Franche-Comté [COMUE] (UBFC)
SIGIR
Muthu Kumar Chandrasekaran
Philipp Mayr
Institut National des Sciences Appliquées (INSA)-Université de Lyon-Institut National des Sciences Appliquées (INSA)-Université de Lyon-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL)
Centre de recherches interdisciplinaires et transculturelles - UFC (UR 3224) (CRIT)
Bertin, Marc
Université Lumière - Lyon 2 (UL2)-École nationale supérieure des sciences de l'information et des bibliothèques (ENSSIB)
Université de Lyon-Université de Lyon-Sciences Po Lyon - Institut d'études politiques de Lyon (IEP Lyon)
Université de Lyon
Université Lumière - Lyon 2 (UL2)-École Centrale de Lyon (ECL)
Université de Lyon-Université de Lyon-Université Claude Bernard Lyon 1 (UCBL)
Université de Lyon-Institut National des Sciences Appliquées de Lyon (INSA Lyon)
Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Centre National de la Recherche Scientifique (CNRS)-Université Lumière - Lyon 2 (UL2)-École Centrale de Lyon (ECL)
Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Centre National de la Recherche Scientifique (CNRS)
Source :
BIRNDL 2019 Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital LibrariesProceedings of the 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019) co-located with the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019), 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019) at the 42ndInternational ACM SIGIR Conference on Research and Development in Information Retrieval, 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019) at the 42ndInternational ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR, Jul 2019, Paris, France. pp.138-144, HAL
Publication Year :
2019
Publisher :
HAL CCSD, 2019.

Abstract

International audience; The study of citation contexts is an important element in understanding the function of citations and categorizing the relationshipsbetween works. One of the problems in this field is defining the size of citation contexts. In this paper we propose the definition of citationblocks (CB) that are citation contexts composed of one or more sentences that are linked by coreference clusters. We describe the methodology forthe automatic processing and determining the boundaries of CB and observe the different sizes of CB in the different sections of the IMRaDstructure of articles. The results are obtained from a sample of 70,000 citation contexts extracted from the PLOS dataset.

Details

Language :
English
Database :
OpenAIRE
Journal :
BIRNDL 2019 Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital LibrariesProceedings of the 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019) co-located with the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019), 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019) at the 42ndInternational ACM SIGIR Conference on Research and Development in Information Retrieval, 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019) at the 42ndInternational ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR, Jul 2019, Paris, France. pp.138-144, HAL
Accession number :
edsair.dedup.wf.001..40029345554a5c62571a96b9358b71cf