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
Inglese
Toby Walsh
Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence
International Joint Conference on Artificial Intelligence, IJCAI 2011
813
818
978-3-642-20400-5
http://ijcai.org/papers11/Papers/IJCAI11-142.pdf
AAAI Press
Arlington [VA]
STATI UNITI D'AMERICA
July 2011
Barcelona, Spain
Description logics
Rational closure
Non-monotonicity
Area di valutazione 01 - Scienze matematiche e informatiche
3
restricted
Casini, G; Straccia, Umberto; U,
273
info:eu-repo/semantics/conferenceObject
04 Contributo in convegno::04.01 Contributo in Atti di convegno
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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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