Finite Fuzzy Description Logics: A Crisp Representation for Finite Fuzzy ALCH.

URSW'10: Proceedings of the 6th International Conference on Uncertainty Reasoning for the Semantic Web - Volume 654(2010)

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摘要
Fuzzy Description Logics (DLs) are a formalism for the representation of structured knowledge affected by imprecision or vagueness. In the setting of fuzzy DLs, restricting to a finite set of degrees of truth has proved to be useful. In this paper, we propose finite fuzzy DLs as a generalization of existing approaches. We assume a finite totally ordered set of linguistic terms or labels, which is very useful in practice since expert knowledge is usually expressed using linguistic terms. Then, we consider any smooth t-norm defined over this set of degrees of truth. In particular, we focus on the finite fuzzy DL ALCH , studying some logical properties, and showing the decidability of the logic by presenting a reasoning preserving reduction to the non-fuzzy case.
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关键词
finite fuzzy description logics,crisp representation
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