We present an extension of the low complexity Description Logic EL+⊥ for reasoning about prototypical properties and inheritance with exceptions. We add to EL+⊥ a typicality operator T, which is intended to select the “most normal” instances of a concept. In the resulting logic, called EL+⊥T, the knowledge base may contain subsumption relations of the form “T(C) is subsumed by P”, expressing that typical C-members have the property P. We show that the problem of entailment in EL+⊥T is in co-NP by proving a small model result.

Reasoning about typicality with low complexity Description Logics: the logic EL+⊥T

GLIOZZI, Valentina;POZZATO, GIAN LUCA
2009-01-01

Abstract

We present an extension of the low complexity Description Logic EL+⊥ for reasoning about prototypical properties and inheritance with exceptions. We add to EL+⊥ a typicality operator T, which is intended to select the “most normal” instances of a concept. In the resulting logic, called EL+⊥T, the knowledge base may contain subsumption relations of the form “T(C) is subsumed by P”, expressing that typical C-members have the property P. We show that the problem of entailment in EL+⊥T is in co-NP by proving a small model result.
2009
XI Conference of the Italian Association for Artificial Intelligence AI*IA 2009
Reggio Emilia
9-12 dicembre 2009
AI*IA 2009: Emergent Perspectives in Artificial Intelligence XIth International Conference of the Italian Association for Artificial Intelligence Reggio Emilia, Italy, December 9-12, 2009 Proceedings
Springer
5883
62
71
9783642102905
9783642102912
http://link.springer.com/chapter/10.1007/978-3-642-10291-2_7
http://www.aixia09.unimore.it/
Description Logics; Nonomonotonic Reasoning
L. GIORDANO; V. GLIOZZI; N. OLIVETTI; G.L. POZZATO
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2318/64407
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