• DocumentCode
    567579
  • Title

    Interpretation and fusion of hyper opinions in subjective logic

  • Author

    Jøsang, Audun ; Hankin, Robin

  • Author_Institution
    Univ. of Oslo, Oslo, Norway
  • fYear
    2012
  • fDate
    9-12 July 2012
  • Firstpage
    1225
  • Lastpage
    1232
  • Abstract
    The need to fuse beliefs from different sources occurs in many situations. For example, multiple agents can fuse their preferences about alternatives in order to make a single choice, or the output of multiple sensors can be fused to determine which of multiple possible events is most likely to have taken place. These situations are different and must therefore be modelled with different operators. This paper describes belief fusion with general hyper opinions in subjective logic, and explains how to select the most appropriate belief fusion operator according to the nature of the situation to be modelled.
  • Keywords
    belief networks; probabilistic logic; belief fusion operator; hyper opinion fusion; hyper opinion interpretation; multiple sensors output; sensor fusion; subjective logic; Density functional theory; Probability density function; Sensor fusion; Uncertainty; Vectors; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Fusion (FUSION), 2012 15th International Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-1-4673-0417-7
  • Electronic_ISBN
    978-0-9824438-4-2
  • Type

    conf

  • Filename
    6289948