Query-Driven Procedures for Hybrid MKNF Knowledge Bases

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A Query-driven Procedures for Hybrid MKNF Knowledge Bases

Hybrid MKNF knowledge bases are one of the most prominent tightly integrated combinations of openworld ontology languages with closed-world (non-monotonic) rule paradigms. Based on the logic of minimal knowledge and negation as failure (MKNF), the definition of Hybrid MKNF is parametric on the description logic (DL) underlying the ontology language, in the sense that non-monotonic rules can ext...

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Ontologies and rules are usually loosely coupled in knowledge representation formalisms. In fact, ontologies use open-world reasoning while the leading semantics for rules use non-monotonic, closed-world reasoning. One exception is the tightly-coupled framework of Minimal Knowledge and Negation as Failure (MKNF), which allows statements about individuals to be jointly derived via entailment fro...

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Hybrid MKNF knowledge bases, originally based on the stable model semantics, is a mature method of combining rules and Description Logics (DLs). The well-founded semantics for such knowledge bases has been proposed subsequently for better efficiency of reasoning. However, integration of rules and DLs may give rise to inconsistencies, even if they are respectively consistent. Accordingly, reason...

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ژورنال

عنوان ژورنال: ACM Transactions on Computational Logic

سال: 2013

ISSN: 1529-3785,1557-945X

DOI: 10.1145/2480759.2480768