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Issue title: Special section: Decision Making Using Intelligent and Fuzzy Techniques
Guest editors: Cengiz Kahraman
Article type: Research Article
Authors: Alcalde, Cristinaa; * | Burusco, Anab
Affiliations: [a] Department of Applied Mathematics, University of the Basque Country - UPV/EHU, Plaza Europa 1, San Sebastian, Spain | [b] Department of Statistics, Computer Science and Mathematics, Institute of Smart Cities, Public University of Navarre, Campus de Arrosadía, Pamplona, Spain
Correspondence: [*] Corresponding author. Cristina Alcalde, Department of Applied Mathematics, University of the Basque Country - UPV/EHU, Plaza Europa 1, 20018 San Sebastian, Spain. E-mail: [email protected].
Abstract: Information extracted from L-fuzzy contexts is substantially improved by taking into account different points of view, which can roughly be represented by criteria. This work addresses the general study of L-fuzzy contexts were a set of criteria is introduced, analyzing situations in which their evolution over time is known. The relationship among criteria is also an important point in the study. In this sense, the treatment will vary depending on whether they are independent criteria or there exists dependency among them. Of special importance will be those elements that stand out for presenting a positive temporal evolution. Four algorithms are proposed in order to analyze the different situations. Finally, the applicability of the results is shown thought an example where the opinion of the clients of several hotels is analyzed taking into account both the type of traveler considered and the different aspects of the establishments on which a score is given.
Keywords: L-fuzzy concept analysis, L-fuzzy context sequences, L-fuzzy contexts associated with criteria, WOWA operators, Choquet integrals
DOI: 10.3233/JIFS-189102
Journal: Journal of Intelligent & Fuzzy Systems, vol. 39, no. 5, pp. 6351-6362, 2020
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