Data fusion application from evidential databases as a support for decision making
Telmoudi, Abdelkader; Chakhar, Salem (2004), Data fusion application from evidential databases as a support for decision making, Information and Software Technology, 46, 8, p. 547-555. http://dx.doi.org/10.1016/j.infsof.2003.10.005
TypeArticle accepté pour publication ou publié
Journal nameInformation and Software Technology
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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.
Subjects / KeywordsDecision-making process; Reliability; Overwhelming trace problem; Evidential databases; Data fusion
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