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

  • Authors:
  • Laura Giordano;Valentina Gliozzi;Nicola Olivetti;Gian Luca Pozzato

  • Affiliations:
  • Dip. di Informatica, Università del Piemonte Orientale, Alessandria, Italy, email: laura@mfn.unipmn.it;Dip. di Informatica, Università degli Studi di Torino, Italy, email: {gliozzi, pozzato}@di.unito.it;LSIS-UMR CNRS 6168, Université “P. Cézanne”, Marseille, France, email: nicola.olivetti@univ-cezanne.fr;Dip. di Informatica, Università degli Studi di Torino, Italy, email: {gliozzi, pozzato}@di.unito.it

  • Venue:
  • Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
  • Year:
  • 2010

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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.