We investigate the complexity of axiom pinpointing for different members of the DL-Lite family of Description Logics. More precisely, we consider the problem of enumerating all minimal subsets of a given DL-Lite knowledge base that have a given consequence. We show that for the DL-Litecore, DL-Litekrom and DL-Litehorn fragments such minimal subsets are efficiently enumerable with polynomial delay, but for the DL-Litebool fragment they cannot be enumerated in output polynomial time unless P = NP. We also show that interestingly, for the DL-Litehorn fragment such minimal sets can be enumerated in reverse lexicographic order with polynomial delay, but it is not possible in the forward lexicographic order since computing the first one is already coNP-hard.

Penaloza, R., Sertkaya, B. (2010). Complexity of Axiom Pinpointing in the DL-Lite Family of Description Logics. In ECAI 2010 : 19th European Conference on Artificial Intelligence : including prestigious applications of artificial intelligence (PAIS-2010) : proceedings (pp.29-34). IOS Press [10.3233/978-1-60750-606-5-29].

Complexity of Axiom Pinpointing in the DL-Lite Family of Description Logics

Penaloza, R
;
2010

Abstract

We investigate the complexity of axiom pinpointing for different members of the DL-Lite family of Description Logics. More precisely, we consider the problem of enumerating all minimal subsets of a given DL-Lite knowledge base that have a given consequence. We show that for the DL-Litecore, DL-Litekrom and DL-Litehorn fragments such minimal subsets are efficiently enumerable with polynomial delay, but for the DL-Litebool fragment they cannot be enumerated in output polynomial time unless P = NP. We also show that interestingly, for the DL-Litehorn fragment such minimal sets can be enumerated in reverse lexicographic order with polynomial delay, but it is not possible in the forward lexicographic order since computing the first one is already coNP-hard.
paper
Axiom pinpointing, complexity analysis, description logics
English
European Conference on Artificial Intelligence - ECAI 2010
2010
Coelho, H; Studer, R; Wooldridge, M
ECAI 2010 : 19th European Conference on Artificial Intelligence : including prestigious applications of artificial intelligence (PAIS-2010) : proceedings
978-1-60750-605-8
2010
215
29
34
open
Penaloza, R., Sertkaya, B. (2010). Complexity of Axiom Pinpointing in the DL-Lite Family of Description Logics. In ECAI 2010 : 19th European Conference on Artificial Intelligence : including prestigious applications of artificial intelligence (PAIS-2010) : proceedings (pp.29-34). IOS Press [10.3233/978-1-60750-606-5-29].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/256765
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