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- W1510087232 abstract "Building complex knowledge based applications requires encoding large amounts of domain knowledge. After acquiring knowledge from domain experts, much of the effort in building a knowledge base goes into verifying that the knowledge is encoded correctly. We consider the problem of verifying hybrid knowledge bases that contain both Horn rules and a terminology in a description logic. Our approach to the verification problem is based on showing a close relationship to the problem of query containment. Our first contribution, based on this relationship, is presenting a thorough analysis of the decidability and complexity of the verification problem, for knowledge bases containing recursive rules and the interpreted predicates =, ≤, < and ≠. Second, we show that important new classes of constraints on correct inputs and outputs can be expressed in a hybrid setting, in which a description logic class hierarchy is also considered, and we present the first complete algorithm for verifying such hybrid knowledge bases." @default.
- W1510087232 created "2016-06-24" @default.
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- W1510087232 date "1996-08-04" @default.
- W1510087232 modified "2023-09-26" @default.
- W1510087232 title "Verification of knowledge bases based on containment checking" @default.
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