Defeasible inheritance networks are a non-monotonic framework dealing with hierarchical knowledge. On the other hand, rational closure, a main representative of the preferential approach, is acknowledged as a landmark. We will combine these two approaches and define a new non-monotonic closure operation for propositional knowledge bases that combines the advantages of both. Then we redefine such a procedure for Description Logics, a family of logics well-suited to model structured information. In both cases we will provide a simple reasoning method that is build on top of the classical entailment relation.

Defeasible inheritance-based description logics

Straccia;
2011

Abstract

Defeasible inheritance networks are a non-monotonic framework dealing with hierarchical knowledge. On the other hand, rational closure, a main representative of the preferential approach, is acknowledged as a landmark. We will combine these two approaches and define a new non-monotonic closure operation for propositional knowledge bases that combines the advantages of both. Then we redefine such a procedure for Description Logics, a family of logics well-suited to model structured information. In both cases we will provide a simple reasoning method that is build on top of the classical entailment relation.
2011
Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" - ISTI
978-3-642-20400-5
Description logics
Rational closure
Non-monotonicity
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/8494
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