The combination of Fuzzy Logics and Description Logics (DLs) has been investigated for at least two decades because such fuzzy DLs can be used to formalize imprecise concepts. In particular, tableau algorithms for crisp Description Logics have been extended to reason also with their fuzzy counterparts. Recently, it has been shown that, in the presence of general concept inclusion axioms (GCIs), some of these fuzzy DLs actually do not have the finite model property, thus throwing doubt on the correctness of tableau algorithm for which it was claimed that they can handle fuzzy DLs with GCIs. In a previous paper, we have shown that these doubts are indeed justified, by proving that a certain fuzzy DL with product t-norm and involutive negation is undecidable. In the present paper, we show that undecidability also holds if we consider a t-norm-based fuzzy DL where disjunction and involutive negation are replaced by the constructor implication, which is interpreted as the residuum. The only condition on the t-norm is that it is a continuous t-norm "starting" with the product t-norm, which covers an uncountable family of t-norms. © 2011 Springer-Verlag.

Baader, F., Penaloza, R. (2011). On the Undecidability of Fuzzy Description Logics with GCIs and Product t-norm. In Frontiers of Combining Systems: 8th International Symposium, FroCoS 2011, Saarbrücken, Germany, October 5-7, 2011. Proceedings (pp.55-70). Berlin Heidelberg : Springer-Verlag [10.1007/978-3-642-24364-6_5].

On the Undecidability of Fuzzy Description Logics with GCIs and Product t-norm

Penaloza, R
2011

Abstract

The combination of Fuzzy Logics and Description Logics (DLs) has been investigated for at least two decades because such fuzzy DLs can be used to formalize imprecise concepts. In particular, tableau algorithms for crisp Description Logics have been extended to reason also with their fuzzy counterparts. Recently, it has been shown that, in the presence of general concept inclusion axioms (GCIs), some of these fuzzy DLs actually do not have the finite model property, thus throwing doubt on the correctness of tableau algorithm for which it was claimed that they can handle fuzzy DLs with GCIs. In a previous paper, we have shown that these doubts are indeed justified, by proving that a certain fuzzy DL with product t-norm and involutive negation is undecidable. In the present paper, we show that undecidability also holds if we consider a t-norm-based fuzzy DL where disjunction and involutive negation are replaced by the constructor implication, which is interpreted as the residuum. The only condition on the t-norm is that it is a continuous t-norm "starting" with the product t-norm, which covers an uncountable family of t-norms. © 2011 Springer-Verlag.
paper
fuzzy logic, description logics, undecidability
English
FroCoS 2011: 8th International Symposium Frontiers of Combining Systems
2011
Tinelli, C; Sofronie-Stokkermans, V
Frontiers of Combining Systems: 8th International Symposium, FroCoS 2011, Saarbrücken, Germany, October 5-7, 2011. Proceedings
978-3-642-24363-9
2011
6989
55
70
open
Baader, F., Penaloza, R. (2011). On the Undecidability of Fuzzy Description Logics with GCIs and Product t-norm. In Frontiers of Combining Systems: 8th International Symposium, FroCoS 2011, Saarbrücken, Germany, October 5-7, 2011. Proceedings (pp.55-70). Berlin Heidelberg : Springer-Verlag [10.1007/978-3-642-24364-6_5].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/257917
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