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7 Daniel Fasel., (2014)., “Fuzzy Data Warehousing for Performance Measurement:Concept and Implementation”., Series Editors: Andreas Meier.6 Hong T., et al., “ Genetic-fuzzy data mining with divide-and-conquer strategy ”, IEEE Trans Evolut Comput 12 ( 2) ( 2008) 252– 265.Boukhalfa, (2017), “ Modélisation de préférences à base de croyance du décideur” Conférence sur les Avancées des Systèmes Décisionnels (ASD 2017), Tunis, Proceeding, pp 11-17, Google Scholar Masson., (2005)., “Apports de la théorie des possibilités et des fonctions de croyance à l’analyse de données imprécises”., Mémoire d’obtention du diplôme d’Habilitation à Diriger des Recherches. Ben Rejeb., (2008)., “ Phases amont de l’innovation: proposition d’une démarche d’analyse de besoins et d’évaluation de l’acceptabilité d’un produit”, Thèse doctorat Génie des Systèmes Industriels., Nancy université-institut national polytechnique de Lorraine.
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2 Calero C., Ruiz F., Piattini M., “Ontologies for Software Engineering and Software Technology”, SpringerVerlag, Berlin, Heidelberg, 2006.1 Larbi A., Malki M., “Assessment of Incomplete Decision-Making Requirements: An Overview”, Journal of Advanced Research in Dynamical & Control Systems 12 ( 07-Special Issue) ( 2020) 1648– 1652.
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In this article, we will only present our proposed model CFUML.
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Our contribution presents a flexible process for expressing decision-making requirements by evaluating uncertainty by formalization using our CFUML model and the representation of decision-maker preferences by one or more mass functions using belief theory. In the context of expressing uncertain decision-making requirements, no known solution is proposed to represent data reflecting uncertain requirements. Among the most important research areas in information systems is the enrichment of existing models with a larger collection of semantic concepts, hence the appearance of its extension Fuzzy UML, which despite its advantages to represent qualitative concepts, also suffers from certain restrictions for the uncertain data representation and whose the literature shows that few works are interested in the resolution of this type of problem. Unified Modeling Language (UML) is not a design method but rather a graphic language to represent and communicate the different aspects of an information system.