• DocumentCode
    3196258
  • Title

    Fusing cooperative technical-specification knowledge components

  • Author

    Grégoire, É

  • Author_Institution
    CRIL CNRS, Univ. d´´Artois, Lens, France
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    535
  • Lastpage
    542
  • Abstract
    In this paper, the problem of fusing logic-based technical specification knowledge components of a physical device or process, is investigated. It is shown that most standard logic approaches to beliefs fusion are not relevant in this context since some rules should be merged even in the case of a consistent fusion. Accordingly, we discuss the various types of formulas that should be merged during a fusion process, in order to avoid necessary conditions for the absence of failure to become sufficient conditions. This transformation is then described formally. It can be performed as an efficient preprocessing step on the knowledge components to be fused. The properties of this transformation schema are then investigated from a semantical point of view. Finally, a series of subsumption tests are proposed, preventing conditions of absence of failure from being overridden by subsumption.
  • Keywords
    belief maintenance; knowledge representation; sensor fusion; artificial intelligence; belief fusion; knowledge representation; logic; multiple knowledge sources; technical specification knowledge; Artificial intelligence; Fuses; Knowledge based systems; Lenses; Logic devices; Physics; Reactive power; Read only memory; Switches; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Tools with Artificial Intelligence, 2002. (ICTAI 2002). Proceedings. 14th IEEE International Conference on
  • ISSN
    1082-3409
  • Print_ISBN
    0-7695-1849-4
  • Type

    conf

  • DOI
    10.1109/TAI.2002.1180849
  • Filename
    1180849