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
Link To Document