Hybrid EL-Unification is NP-complete
نویسندگان
چکیده
Unification in Description Logics (DLs) has been proposed as an inference service that can, for example, be used to detect redundancies in ontologies. For the DL EL, which is used to define several large biomedical ontologies, unification is NP-complete. However, the unification algorithms for EL developed until recently could not deal with ontologies containing general concept inclusions (GCIs). In a series of recent papers we have made some progress towards addressing this problem, but the ontologies the developed unification algorithms can deal with need to satisfy a certain cycle restriction. In the present paper, we follow a different approach. Instead of restricting the input ontologies, we generalize the notion of unifiers to so-called hybrid unifiers. Whereas classical unifiers can be viewed as acyclic TBoxes, hybrid unifiers are cyclic TBoxes, which are interpreted together with the ontology of the input using a hybrid semantics that combines fixpoint and descriptive semantics. We show that hybrid unification in EL is NP-complete.
منابع مشابه
Technische Universität
In recent years, the Description Logic EL has received a significant interest. It has been shown to be useful as a knowledge representation formalism, to define large biomedical ontologies. Moreover, important inference problems like subsumption have been shown to be decidable in polynomial time in EL. In particular, unification in EL can be used to detect redundancies in big ontologies. The un...
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The description logic EL belongs to the family of logic-based knowledge representation formalisms. It allows a user to define concepts with the help of concept names (Nc), role names (Nr) and constructors: conjunction (u), existential restriction (∃r.C for r ∈ Nr and a concept C) and top constructor (>). Unification in Description Logics has been introduced in [6]. A unification problem in such...
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Unification in Description Logics has been proposed as a novel inference service that can, for example, be used to detect redundancies in ontologies. The inexpressive Description Logic EL is of particular interest in this context since, on the one hand, several large biomedical ontologies are defined using EL. On the other hand, unification in EL has recently been shown to be NP-complete, and t...
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Unification in Description Logics (DLs) has been proposed as an inference service that can, for example, be used to detect redundancies in ontologies. The inexpressive Description Logic EL is of particular interest in this context since, on the one hand, several large biomedical ontologies are defined using EL. On the other hand, unification in EL has recently been shown to be NP-complete, and ...
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Unification in Description Logics has been proposed as a novel inference service that can, for example, be used to detect redundancies in ontologies. The inexpressive Description Logic EL is of particular interest in this context since, on the one hand, several large biomedical ontologies are defined using EL. On the other hand, unification in EL has recently been shown to be NP-complete, and t...
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