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Franco de los Ríos, Camilo A. and Montero, Javier and Rodríguez, Juan Tinguaro (2010) Rectification of Preferences in a Fuzzy Environment. In Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods. Communications in Computer and Information Science, 80 (80). Springer, Berlin, pp. 168-178. ISBN 978-3-642-14055-6
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Official URL: http://www.springerlink.com/content/l569015367v0070j/fulltext.pdf
Abstract
In this paper we consider a complete fuzzy preference structure, defined by means of a constructive approach associated to the necessary learning process in a decision making problem. Preference relations are successively
assigned over a given set of alternatives with the possibility of revision and rectification, subject to a certain set of beliefs which sustain the construction of
different viewpoints. Measures of information are then considered in this process for a formal identification of uncertainty due to ignorance, a concept that is closely related to ambiguity as defined by Fishburn (1993). Finally, a coherence criterion is proposed in order to study the importance of preferences, in such a way that an indirect and comparative analysis between them is needed so
outcomes may be coherently organized.
| Item Type: | Book Section |
|---|---|
| Additional Information: | 13th International Conference, IPMU 2010, Dortmund, Germany, June 28–July 2, 2010. Proceedings, Part I |
| Uncontrolled Keywords: | Fuzzy preferences; Rectification; Beliefs; Viewpoints; Uncertainty due to ignorance; Ambiguity; Coherence measures. |
| Subjects: | Sciences > Computer science > Artificial intelligence |
| ID Code: | 16033 |
| Deposited On: | 20 Jul 2012 11:24 |
| Last Modified: | 10 Aug 2018 07:58 |
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