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Query interpretation to help peers understand each others in semantically heterogeneous systems

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.
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http://hal.univ-nantes.fr/hal-00419634
Contributor : Anthony Ventresque <>
Submitted on : Thursday, September 24, 2009 - 3:16:33 PM
Last modification on : Tuesday, February 19, 2019 - 10:38:45 AM
Long-term archiving on: : Wednesday, June 16, 2010 - 12:05:59 AM

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  • HAL Id : hal-00419634, version 1

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Anthony Ventresque, Sylvie Cazalens, Philippe Lamarre, Patrick Valduriez. Query interpretation to help peers understand each others in semantically heterogeneous systems. Bases de Données Avancées - BDA 2008, Oct 2008, France. pp.session 6, numéro 1. ⟨hal-00419634⟩

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