Text and Web Mining Approaches in Order to Build Specialized Ontologies

Mathieu Roche (1) , Yves Kodratoff (2)

1 TEXTE - Exploration et exploitation de données textuelles
2 LRI - Laboratoire de Recherche en Informatique

This paper presents a text-mining approach in order to extract candidate terms from a corpus. The relevant candidates are selected using a web-mining approach. The terms (i.e. relevant candidate terms) we find are the instances of specialized ontologies built during this process. The experiments are based on real data – Human Resources corpus – and they show the quality of our text and web mining approaches.

Domaines: Autre; Traitement du texte et du document; Recherche d'information [cs.IR]; Web; Intelligence artificielle [cs.AI]

Mathieu Roche, Yves Kodratoff. Text and Web Mining Approaches in Order to Build Specialized Ontologies. Journal of Digital Information, 2009, 10 (4), pp.6. ⟨lirmm-00424463⟩