Fusion évidentielle de références et interrogation flexible

Sébastien Destercke 1, 2 Fatiha Saïs 3, 4 Rallou Thomopoulos 5
4 GEMO - Integration of data and knowledge distributed over the web
LRI - Laboratoire de Recherche en Informatique, UP11 - Université Paris-Sud - Paris 11, Inria Saclay - Ile de France, CNRS - Centre National de la Recherche Scientifique : UMR8623
5 GRAPHIK - Graphs for Inferences on Knowledge
LIRMM - Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier, CRISAM - Inria Sophia Antipolis - Méditerranée
Abstract : It often happens that data coming from multiple sources (databases,\ldots) refer to the same real-world entity. In such cases, it is necessary, first to identify these multiple references, and second to synthesize this redundant information in a tractable summary. In this paper, we propose to model this synthesized information by belief functions whose shapes are based on a set of criteria, using evidence theory formalism. The query of the synthesized information is then achieved by the use of Choquet integrals.
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Sébastien Destercke, Fatiha Saïs, Rallou Thomopoulos. Fusion évidentielle de références et interrogation flexible. LFA: Logique Floue et ses Applications, Nov 2009, Annecy, France. pp.15-22. ⟨inria-00433011⟩

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