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Fusion évidentielle de références et interrogation flexible

Sébastien Destercke 1, 2 Fatiha Saïs 3, 4 Rallou Thomopoulos 5 
1 IRIT-ADRIA - Argumentation, Décision, Raisonnement, Incertitude et Apprentissage
IRIT - Institut de recherche en informatique de Toulouse
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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Submitted on : Wednesday, November 18, 2009 - 10:41:32 AM
Last modification on : Tuesday, October 25, 2022 - 4:20:48 PM
Long-term archiving on: : Thursday, June 17, 2010 - 6:32:11 PM


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  • HAL Id : inria-00433011, version 1
  • PRODINRA : 248778


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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