Summarizing Citation Contexts of Scientific Publications

Mitrovic, Sandra (University of Applied Sciences and Arts Western Switzerland (HES-SO Valais-Wallis)) ; Müller, Henning (University of Applied Sciences and Arts Western Switzerland (HES-SO Valais-Wallis))

As the number of publications is increasing rapidly, it becomes increasingly difficult for researchers to find existing scientific papers most relevant for their work, even when the domain is limited. To overcome this, it is common to use paper summarization techniques in specific domains. In difference to approaches that exploit the paper content itself, in this paper we perform summarization of the citation context of a paper. For this, we adjust and apply existing summarization techniques and we come up with a hybrid method, based on clustering and latent semantic analysis. We apply this on medical informatics publications and compare performance of methods that outscore other techniques on a standard database. Summarization of the citation context can be complementary to full text summarization, particularly to find candidate papers. The reached performance seems good for routine use even though it was only tested on a small database.


Mots-clés:
Type de conférence:
full paper
Ecole:
HES-SO Valais-Wallis
Institut:
Institut Informatique de gestion
Classification:
Informatique
Adresse bibliogr.:
Toulouse, France, 8–11 September 2015
Date:
Toulouse, France
8–11 September 2015
2015
Pagination:
12 p.
Titre du document hôte:
Experimental IR Meets Multilinguality, Multimodality, and Interaction : Proceedings of the 6th International Conference of the CLEF Association (CLEF) 2015
DOI:
ISSN:
978-3-319-24026-8
Le document apparaît dans:

Note  Le statut de ce document est: non diffusé

Note: The status of this file is: restricted


 Notice créée le 2015-11-13, modifiée le 2017-09-09

Fichiers:
Télécharger le document
PDF

Évaluer ce document:

Rate this document:
1
2
3
 
(Pas encore évalué)