• DocumentCode
    1593606
  • Title

    Modeling expert preference using the qualitative belief function framework

  • Author

    Ennaceur, Amel ; Elouedi, Zied ; Lefevre, Eric

  • Author_Institution
    LARODEC, Univ. of Tunis, Tunis, Tunisia
  • fYear
    2013
  • Firstpage
    98
  • Lastpage
    103
  • Abstract
    This paper investigates the problem of preference modeling under multi-criteria decision making methods in which some assessments cannot be provided in the pair-wise comparison process. Therefore, we introduce a new method that will be able to elicitate preferences in an uncertain environment, where the expert may express incomplete and incomparable ones. Indeed, we suggest to transform these qualitative assessments into quantitative information based on belief function framework. Then, in order to illustrate our approach, we propose to compare our method to the existing approaches.
  • Keywords
    belief maintenance; decision making; knowledge acquisition; operations research; expert preference modeling; multicriteria decision making methods; pair-wise comparison process; preference elicitation; qualitative assessment; qualitative belief function framework; quantitative information; uncertain environment; Expert judgments; Multi-criteria decision making; Pair-wise comparison; Qualitative belief function theory; Uncertain preferences; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems Design and Applications (ISDA), 2013 13th International Conference on
  • Conference_Location
    Bangi
  • Print_ISBN
    978-1-4799-3515-4
  • Type

    conf

  • DOI
    10.1109/ISDA.2013.6920715
  • Filename
    6920715