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Fouille de graphes sous contraintes linguistiques pour l'exploration de grands textes

Solen Quiniou 1, 2 Peggy Cellier 3 Thierry Charnois 1 Dominique Legallois 2
1 Equipe CODAG - Laboratoire GREYC - UMR6072
GREYC - Groupe de Recherche en Informatique, Image, Automatique et Instrumentation de Caen
3 LIS - Logical Information Systems
IRISA-D7 - GESTION DES DONNÉES ET DE LA CONNAISSANCE
Abstract : In this paper, we propose an approach to explore large texts by highlighting coherent sub-parts.The exploration method relies on a graph representation of the text according to the Hoeylinguistic model which allows the selection and the bindingof sentences in the graph. Ourcontribution relates to using graph mining techniques under constraints to extract relevant sub-parts of the text (i.e., collections of homogeneous sentence sub-networks). We have conductedsome experiments on two large English texts to show the interest of the proposed approach.
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Submitted on : Wednesday, May 30, 2012 - 5:28:59 PM
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Solen Quiniou, Peggy Cellier, Thierry Charnois, Dominique Legallois. Fouille de graphes sous contraintes linguistiques pour l'exploration de grands textes. Conférence sur le Traitement Automatique des Langues Naturelles (TALN'12), Jun 2012, Grenoble, France. pp.253-266. ⟨hal-00702606⟩

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