Improving Interoperability Using Query Interpretation in Semantic Vector Spaces

Anthony Ventresque 1, 2, * Sylvie Cazalens 1 Philippe Lamarre 1, 2 Patrick Valduriez 1, 2
* Auteur correspondant
1 LINA - Laboratoire d'Informatique de Nantes Atlantique
2 ATLAS - Complex data management in distributed systems
UN - Université de Nantes, Inria Rennes – Bretagne Atlantique
Abstract : In semantic web applications where query initiators and information providers do not necessarily share the same ontology, semantic interoperability generally relies on ontology matching or schema mappings. Information exchange is then not only enabled by the established correspondences (the ``shared'' parts of the ontologies) but, in some sense, limited to them. Then, how the ``unshared'' parts can also contribute to and improve information exchange ? In this paper, we address this question by considering a system where documents and queries are represented by semantic vectors. We propose a specific query expansion step at the query initiator's side and a query interpretation step at the document provider's. Through these steps, unshared concepts contribute to evaluate the relevance of documents wrt. a given query. Our experiments show an important improvement of retrieval relevance when concepts of documents and queries are not shared. Even if the concepts of the initial query are not shared by the document provider, our method still ensures 90% of the precision and recall obtained when the concepts are shared.
Type de document :
Communication dans un congrès
Sean Bechhofer, Manfred Hauswirth, Jörg Hoffmann and Manolis Koubarakis. European Semantic Web Conference, Jun 2008, Tenerife, Spain. Springer, 5021, pp.539-553, 2008, Lecture Notes in Computer Science. 〈10.1007/978-3-540-68234-9_40〉
Liste complète des métadonnées

Littérature citée [26 références]  Voir  Masquer  Télécharger
http://hal.univ-nantes.fr/hal-00404716
Contributeur : Anthony Ventresque <>
Soumis le : lundi 20 juillet 2009 - 14:31:38
Dernière modification le : mercredi 11 avril 2018 - 01:57:24
Document(s) archivé(s) le : mardi 15 juin 2010 - 20:20:04

Fichier

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

Identifiants

Collections

UNIV-NANTES | INRIA | LINA | LINA-GDD

Citation

Anthony Ventresque, Sylvie Cazalens, Philippe Lamarre, Patrick Valduriez. Improving Interoperability Using Query Interpretation in Semantic Vector Spaces. Sean Bechhofer, Manfred Hauswirth, Jörg Hoffmann and Manolis Koubarakis. European Semantic Web Conference, Jun 2008, Tenerife, Spain. Springer, 5021, pp.539-553, 2008, Lecture Notes in Computer Science. 〈10.1007/978-3-540-68234-9_40〉. 〈hal-00404716〉

Exporter

BibTeX TEI DC DCterms EndNote

Partager

Métriques

Consultations de la notice

695

Téléchargements de fichiers

140

Contact

support.ccsd.cnrs.fr
hal.support@ccsd.cnrs.fr
Logo CCSD