Comparative Concept Similarity over Minspaces: Axiomatisation and Tableaux Calculus

  • Authors:
  • Régis Alenda;Nicola Olivetti;Camilla Schwind

  • Affiliations:
  • LSIS - UMR CNRS 6168, Domaine Universitaire de Saint-Jérôme, MARSEILLE CEDEX 20 13397;LSIS - UMR CNRS 6168, Domaine Universitaire de Saint-Jérôme, MARSEILLE CEDEX 20 13397;LIF - UMR CNRS 6166, Centre de Mathématiques et Informatique, Marseille Cedex13 F-13453

  • Venue:
  • TABLEAUX '09 Proceedings of the 18th International Conference on Automated Reasoning with Analytic Tableaux and Related Methods
  • Year:
  • 2009

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Abstract

We study the logic of comparative concept similarity $\mathcal{CSL}$ introduced by Sheremet, Tishkovsky, Wolter and Zakharyaschev to capture a form of qualitative similarity comparison. In this logic we can formulate assertions of the form "objects A are more similar to B than to C". The semantics of this logic is defined by structures equipped with distance functions evaluating the similarity degree of objects. We consider here the particular case of the semantics induced by minspaces , the latter being distance spaces where the minimum of a set of distances always exists. It turns out that the semantics over arbitrary minspaces can be equivalently specified in terms of preferential structures, typical of conditional logics. We first give a direct axiomatisation of this logic over Minspaces. We next define a decision procedure in the form of a tableaux calculus. Both the calculus and the axiomatisation take advantage of the reformulation of the semantics in terms of preferential structures.