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Similarity in Logic Programming

  • Giangiacomo Gerla
  • Maria I. Sessa
Chapter
Part of the The International Series on Asian Studies in Computer and Information Science book series (ASIS, volume 6)

Abstract

By introducing a similarity relation R between constant and predicate symbols in the language of a logic program P, it is possible to perform approximate inferences. Indeed, it allows us to manage alternative instances of entities that can be considered“equal” with a given degree. We analyze the semantics of this approach exploiting an abstract interpretation technique. The abstract domain is obtained by considering suitable equivalence relations associated with the similarity R. The optimality of the abstract semantics is proved and the definition of fuzzy Herbrand model is also introduced.

Keywords

Logic programming approximate reasoning similarity relation abstract interpretation 

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References

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Copyright information

© Springer Science+Business Media New York 1999

Authors and Affiliations

  • Giangiacomo Gerla
    • 1
  • Maria I. Sessa
    • 1
  1. 1.DMI Universita’ di SalernoItaly

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