A Logic for Reasoning about Relative Similarity |
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Authors: | Konikowska Beata |
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Affiliation: | (1) Institute of Computer Science, Polish Academy of Sciences, Ordona 21, 01-237 Warsaw, Poland |
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Abstract: | A similarity relation is a reflexive and symmetric binary relation between objects. Similarity is relative: it depends on the set of properties of objects used in determining their similarity or dissimilarity. A multi-modal logical language for reasoning about relative similarities is presented. The modalities correspond semantically to the upper and lower approximations of a set of objects by similarity relations corresponding to all subsets of a given set of properties of objects. A complete deduction system for the language is presented. |
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Keywords: | rough sets entities properties similarity lower and upper approximations multi-modal logics completeness |
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