Fuzzy description logics (DLs) have been investigated for over two decades, due to their capacity to formalize and reason with imprecise concepts. Very recently, it has been shown that for several fuzzy DLs, reasoning becomes undecidable. Although the proofs of these results differ in the details of each specific logic considered, they are all based on the same basic idea. In this paper, we formalize this idea and provide sufficient conditions for proving undecidability of a fuzzy DL. We demonstrate the effectiveness of our approach by strengthening all previously-known undecidability results and providing new ones. In particular, we show that undecidability may arise even if only crisp axioms are considered.

Borgwardt, S., Penaloza, R. (2012). Undecidability of Fuzzy Description Logics. In Proceedings of the 13th International Conference on Principles of Knowledge Representation and Reasoning (KR'12) (pp.232-242). AAAI Press.

Undecidability of Fuzzy Description Logics

Penaloza, R
2012

Abstract

Fuzzy description logics (DLs) have been investigated for over two decades, due to their capacity to formalize and reason with imprecise concepts. Very recently, it has been shown that for several fuzzy DLs, reasoning becomes undecidable. Although the proofs of these results differ in the details of each specific logic considered, they are all based on the same basic idea. In this paper, we formalize this idea and provide sufficient conditions for proving undecidability of a fuzzy DL. We demonstrate the effectiveness of our approach by strengthening all previously-known undecidability results and providing new ones. In particular, we show that undecidability may arise even if only crisp axioms are considered.
paper
fuzzy logic, description logics
English
International Conference on Principles of Knowledge Representation and Reasoning (KR 2012)
2012
Brewka, G; Eiter, T; McIlraith, SA
Proceedings of the 13th International Conference on Principles of Knowledge Representation and Reasoning (KR'12)
978-157735560-1
2012
232
242
open
Borgwardt, S., Penaloza, R. (2012). Undecidability of Fuzzy Description Logics. In Proceedings of the 13th International Conference on Principles of Knowledge Representation and Reasoning (KR'12) (pp.232-242). AAAI Press.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/258037
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