Games for query inseparability of description logic knowledge bases

被引:12
|
作者
Botoeva, Elena [1 ]
Kontchakov, Roman [2 ]
Ryzhikov, Vladislav [1 ]
Wolter, Frank [3 ]
Zakharyaschev, Michael [2 ]
机构
[1] Free Univ Bozen Bolzano, KRDB Res Ctr, Bolzano, Italy
[2] Univ London, Dept Comp Sci & Informat Syst, London WC1E 7HU, England
[3] Univ Liverpool, Dept Comp Sci, Liverpool L69 3BX, Merseyside, England
基金
英国工程与自然科学研究理事会;
关键词
Description logic; Knowledge base; Conjunctive query; Query inseparability; Games on graphs; Computational complexity;
D O I
10.1016/j.artint.2016.01.010
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We consider conjunctive query inseparability of description logic knowledge bases with respect to a given signature-a fundamental problem in knowledge base versioning, module extraction, forgetting and knowledge exchange. We give a uniform game-theoretic characterisation of knowledge base conjunctive query inseparability and develop worst-case optimal decision algorithms for fragments of Horn-ALCHI, including the description logics underpinning OWL2 QL and OWL2 EL. We also determine the data and combined complexity of deciding query inseparability. While query inseparability for all of these logics is P-complete for data complexity, the combined complexity ranges from P- to EXPTIME- to 2EXPTIME-completeness. We use these results to resolve two major open problems for OWL2 QL by showing that TBox query inseparability and the membership problem for universal conjunctive query solutions in knowledge exchange are both EXPTIME-complete for combined complexity. Finally, we introduce a more flexible notion of inseparability which compares answers to conjunctive queries in a given signature over a given set of individuals. In this case, checking query inseparability becomes NP-complete for data complexity, but the EXPTIME- and 2EXPTIME-completeness combined complexity results are preserved. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:78 / 119
页数:42
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