Semantic interactive ontology matching: synergistic combination of techniques to improve the set of candidate correspondences

Abstract : Ontology Matching is the task of finding a set of entity correspondences between a pair of ontologies, i.e. an alignment. It has been receiving a lot of attention due to its broad applications. Many techniques have been proposed, among which the ones applying interactive strategies. An interactive ontology matching strategy uses expert knowledge towards improving the quality of the final alignment. When these strategies are based on the expert feedback to validate correspondences, it is important to establish criteria for selecting the set of correspondences to be shown to the expert. A bad definition of this set can prevent the algorithm from finding the right alignment or it can delay convergence. In this work we present techniques which, when used simultaneously, improve the set of candidate correspondences. These techniques are incorporated in an interactive ontology matching approach, called ALINSyn. Experiments successfully show the potential of our proposal.
Type de document :
Communication dans un congrès
OM 2017 - 12th ISWC workshop on ontology matching, Oct 2017, Wien, Austria. No commercial editor., Proceedings of the 12th ISWC workshop on ontology matching (OM), pp.13-24, 2017
Liste complète des métadonnées

Littérature citée [10 références]  Voir  Masquer  Télécharger

https://hal.archives-ouvertes.fr/hal-01670205
Contributeur : Jérôme Euzenat <>
Soumis le : jeudi 21 décembre 2017 - 10:56:55
Dernière modification le : mercredi 11 avril 2018 - 01:52:35

Fichier

om2017_Tpaper2.pdf
Fichiers produits par l'(les) auteur(s)

Identifiants

  • HAL Id : hal-01670205, version 1

Collections

Citation

Jomar Da Silva, Fernanda Araujo Baião, Kate Revoredo, Jérôme Euzenat. Semantic interactive ontology matching: synergistic combination of techniques to improve the set of candidate correspondences. OM 2017 - 12th ISWC workshop on ontology matching, Oct 2017, Wien, Austria. No commercial editor., Proceedings of the 12th ISWC workshop on ontology matching (OM), pp.13-24, 2017. 〈hal-01670205〉

Partager

Métriques

Consultations de la notice

95

Téléchargements de fichiers

49