Abstract

QUINIOU, Solen; CELLIER, Peggy; CHARNOIS, Thierry  and  LEGALLOIS, Dominique. Graph Mining under Linguistic Constraints for Exploring Large Texts. Comp. y Sist. [online]. 2013, vol.17, n.2, pp.239-250. ISSN 2007-9737.

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 Hoey's linguistic model which allows the selection and the binding of adjacent and non-adjacent sentences. The main contribution of our work consists in proposing a method based on both Hoey's linguistic model and a special graph mining technique, called CoHoP mining, to extract coherent sub-parts of the graph representation of the text. We have conducted some experiments on several English texts showing the interest of the proposed approach.

Keywords : Text coherence; graph representation; graph mining; Hoey's linguistic model.

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