• DocumentCode
    2667165
  • Title

    An improved measurement method of evidence conflict

  • Author

    Peng, Ying ; Ma, Yongyi ; Shen, Huairong

  • Author_Institution
    Co. of Postgrad. Manage., Acad. of Equip. Command & Technol., Beijing, China
  • fYear
    2010
  • fDate
    17-19 Sept. 2010
  • Firstpage
    212
  • Lastpage
    215
  • Abstract
    This paper proposes an improved method to measure conflict between two evidences. The method is a binary function of the combined belief assigned to the emptyset before normalization and the distance betting commitments of beliefs. When both measures are high, the improved method yields a high value, which indicates the evidences are in conflict. When at least one of the measures is low, the improved method yields a low value, which indicates the evidences are in no conflict. The improved method can also be worked as an indicator of the applicability of Dempster´s rule. Some illustration results are presented to demonstrate the effectiveness of the improved method.
  • Keywords
    belief networks; uncertainty handling; Dempster rule; combined belief; evidence conflict; improved measurement method; Book reviews; Cognition; Companies; Electronic mail; Modeling; Pattern recognition; Uncertainty; Dempster-Shafer theory; betting commitments; conflict; measure;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information and Financial Engineering (ICIFE), 2010 2nd IEEE International Conference on
  • Conference_Location
    Chongqing
  • Print_ISBN
    978-1-4244-6927-7
  • Type

    conf

  • DOI
    10.1109/ICIFE.2010.5609284
  • Filename
    5609284