• DocumentCode
    1417651
  • Title

    On the aggregation of prioritized belief structures

  • Author

    Yager, Ronald R.

  • Author_Institution
    Machine Intelligence Inst., Iona Coll., New Rochelle, NY, USA
  • Volume
    26
  • Issue
    6
  • fYear
    1996
  • fDate
    11/1/1996 12:00:00 AM
  • Firstpage
    708
  • Lastpage
    717
  • Abstract
    The focus of this work is to provide a procedure for aggregating prioritized belief structures. Motivated by the ideas of nonmonotonic logics an alternative to the normalization step used in Dempster´s rule when faced with conflicting belief structures is suggested. We show how this procedure allows us to make inferences in inheritance networks where the knowledge is in the form of a belief structure
  • Keywords
    formal logic; inference mechanisms; inheritance; nonmonotonic reasoning; possibility theory; set theory; inferences; inheritance networks; nonmonotonic logics; prioritized belief structures; Artificial intelligence; Helium; Knowledge management; Logic design; Probability distribution; Uncertainty;
  • fLanguage
    English
  • Journal_Title
    Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1083-4427
  • Type

    jour

  • DOI
    10.1109/3468.541331
  • Filename
    541331