Hybrid Probabilistic Logic Programs as Residuated Logic Programs

  • Authors:
  • Carlos Viegas Damásio;Luís Moniz Pereira

  • Affiliations:
  • -;-

  • Venue:
  • JELIA '00 Proceedings of the European Workshop on Logics in Artificial Intelligence
  • Year:
  • 2000

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Abstract

In this paper we show the embedding of Hybrid Probabilistic Logic Programs into the rather general framework of Residuated Logic Programs, where the main results of (definite) logic programming are validly extrapolated, namely the extension of the immediate consequences operator of van Emden and Kowalski. The importance of this result is that for the first time a framework encompassing several quite distinct logic programming semantics is described, namely Generalized Annotated Logic Programs, Fuzzy Logic Programming, Hybrid Probabilistic Logic Programs, and Possibilistic Logic Programming. Moreover, the embedding provides a more general semantical structure paving the way for defining paraconsistent probabilistic reasoning logic programming semantics.