• DocumentCode
    497722
  • Title

    Fission of opinions in subjective logic

  • Author

    Josang, Audun

  • Author_Institution
    UNIK Grad. Center, Univ. of Oslo, Oslo, Norway
  • fYear
    2009
  • fDate
    6-9 July 2009
  • Firstpage
    1911
  • Lastpage
    1918
  • Abstract
    Opinion fusion in subjective logic consists of combining separate observers´ opinions about the same frame of discernment. The principle of fission is the opposite of fusion, namely to split an opinion into two separate opinions which when fused would produce the original opinion. Different fusion methods can be applied, depending on the situation to be modelled. The cumulative fusion operator and the averaging fusion operator are defined for subjective opinions, and for belief functions in general. This paper describes fission of opinions which is the opposite of cumulative fusion. The fission operator can for example be applied to transforming trust networks with dependent trust paths into trust networks in canonical form where all trust paths are independent.
  • Keywords
    belief networks; probabilistic logic; averaging fusion operator; belief functions; cumulative fusion operator; opinion fusion; opinions fission; probabilistic logic; subjective logic; Algebra; Bayesian methods; Computer networks; Logic functions; Probabilistic logic; State-space methods; Uncertainty; Fusion; belief; fission; opinion; subjective logic; trust; uncertainty; unfusion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Fusion, 2009. FUSION '09. 12th International Conference on
  • Conference_Location
    Seattle, WA
  • Print_ISBN
    978-0-9824-4380-4
  • Type

    conf

  • Filename
    5203816