• DocumentCode
    353961
  • Title

    Aggregating truth and falsity values

  • Author

    Detyniecki, Marcin ; Bouchon-Meunier, Bernadette

  • Author_Institution
    Paris VI Univ., France
  • Volume
    1
  • fYear
    2000
  • fDate
    10-13 July 2000
  • Abstract
    We propose an axiom set for the aggregation of truth values which leads to the characterization of two truth-aggregation families, a prudent and an enthusiastic. The first one has a cautious attitude choosing between two observed values, one of which is more uncertain. The second one has no enthusiastic behavior and will reinforce the result if it observes twice the truth or twice the falsity. When observing falsity and truth, the operator gives a compensated value. We finish by expounding the use of these operators and their relationship with the traditionally used truth aggregation operators: t-norms and t-conorms. Actually the presented operators should be used for the aggregation of different observed truth values for the same phrase vs. the calculus of the truth of a logical phrase.
  • Keywords
    expert systems; fuzzy logic; fuzzy set theory; uncertainty handling; axiom set; cautious attitude; compensated value; expert systems; falsity values; fuzzy logic; logical phrase; observed values; t-conorms; t-norms; truth aggregation operators; truth value aggregation; truth-aggregation families; Aggregates; Calculus; Expert systems; Fuzzy logic; Fuzzy sets; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Fusion, 2000. FUSION 2000. Proceedings of the Third International Conference on
  • Conference_Location
    Paris, France
  • Print_ISBN
    2-7257-0000-0
  • Type

    conf

  • DOI
    10.1109/IFIC.2000.862708
  • Filename
    862708