Data fusion application from evidential databases as a support for decision making

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Date
2004
Dewey
Programmation, logiciels, organisation des données
Sujet
Decision-making process; Reliability; Overwhelming trace problem; Evidential databases; Data fusion
Journal issue
Information and Software Technology
Volume
46
Number
8
Publication date
2004
Article pages
547-555
Publisher
Elsevier
DOI
http://dx.doi.org/10.1016/j.infsof.2003.10.005
URI
https://basepub.dauphine.fr/handle/123456789/3914
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Author
Telmoudi, Abdelkader
Chakhar, Salem
Type
Article accepté pour publication ou publié
Abstract (EN)
We present in this paper, a data fusion [Third International Conference in Information Fusion, Paris, 2000] algorithm from evidential databases [IEEE SMC’02, 2002]. This algorithm has the specificity of using a hybrid operator avoiding the overwhelming trace problem. Besides, it uses a specific scale for computing reliabilities of information's sources. We apply then data fusion to a company in order to improve the decision-making process.