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Com © Springer-Verlag Berlin Heidelberg 2007 12 E. Rogova and P. Chountas • • define the structures of a dimension in a more perceptive way to the final user, thus allowing a more perceptive use of the system. query information from different sources or even use information or preferences given by experts to improve the description of hierarchies, thereby getting more knowledgeable query results. We outline a unique way for incorporating “kind of” relations, or conceptual imprecise hierarchies as part of a Knowledge based multidimensional analysis (KNOLAP).

We outline a unique way for incorporating “kind of” relations, or conceptual imprecise hierarchies as part of a Knowledge based multidimensional analysis (KNOLAP). 2 Semantics of the IF-Cube in Contrast to Crisp Cube In this section we review the semantics of Multidimensional modeling and Intuitionistic Fuzzy Logic and based on these we propose a unique concept named as Intuitionistic Fuzzy Cube (IF-Cube). The IF-Cube is the basis for the representation of flexible hierarchies and thus flexible facts.

A. Vila, "Fuzzy object Management in an Object-Relational Framework", Proc. of 10th Intl. Conf. 1767—1774. [2] Z. ), “Advances In Fuzzy Object-oriented Databases: Modeling and Applications”, Idea Group Publishing, Hershey, PA, USA, 2004. [3] F. Berzal, N. Marín, O. A. Vila, “Development of applications with fuzzy objects in modern programming platforms”, International Journal of Intelligent Systems, 20 (11), 2005, pp. 1117 – 1136. P. E. Petry, “A fuzzy representation of data for relational databases”, Fuzzy Sets and Systems, 7(3), 1982, pp.

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