Extensions of Description Logics (DLs) to reason about typicality and defeasible inheritance have been largely investigated. In this paper, we consider two such extensions, namely (i) the extension of DLs with a typicality operator T, having the properties of Preferential nonmonotonic entailment P, and (ii) its variant with a typicality operator having the properties of the stronger Rational entailment R. The first one has been proposed in [6]. Here, we investigate the second one and we show, by a representation theorem, that it is equivalent to the approach to preferential subsumption proposed in [3]. We compare the two extensions, preferential and rational, and argue that the first one is more suitable than the second one to reason about typicality, as the latter leads to very unintuitive inferences.

Preferential vs Rational Description Logics: which one for Reasoning About Typicality?

GLIOZZI, Valentina;POZZATO, GIAN LUCA
2010-01-01

Abstract

Extensions of Description Logics (DLs) to reason about typicality and defeasible inheritance have been largely investigated. In this paper, we consider two such extensions, namely (i) the extension of DLs with a typicality operator T, having the properties of Preferential nonmonotonic entailment P, and (ii) its variant with a typicality operator having the properties of the stronger Rational entailment R. The first one has been proposed in [6]. Here, we investigate the second one and we show, by a representation theorem, that it is equivalent to the approach to preferential subsumption proposed in [3]. We compare the two extensions, preferential and rational, and argue that the first one is more suitable than the second one to reason about typicality, as the latter leads to very unintuitive inferences.
2010
19th European Conference on Artificial Intelligence - ECAI 2010
Lisbon, Portugal
August 16-20, 2010
ECAI 2010
Helder Coelho, Rudi Studer, Michael Wooldridge
215
1069
1070
9781607506058
9781607506065
http://ecai2010.appia.pt/
http://www.booksonline.iospress.nl/Content/BookSeriesBook.aspx?piid=17702
Description Logics; Nonmonotonic Reasoning; KLM Logics
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/2318/76275
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