DocumentCode
441834
Title
Distance based preference relations
Author
Zhang, Zhi-Zheng ; Xing, Han-Cheng
Author_Institution
Dept. of Comput. Sci. & Eng., Southeast Univ., Nanjing, China
Volume
4
fYear
2005
fDate
18-21 Aug. 2005
Firstpage
2139
Abstract
The main contribution of this paper is the definition of a new preference relation, called distance-based preference relation. It allows us to represent the preferential gaps between the alternatives. This makes it possible to express complex preferences that are needed in many realistic settings. We propose a similarity measure on distance-based preferences, which is important in preference elicitation and revision of preference. In addition, the applications of distance based preference relation are prospected.
Keywords
inference mechanisms; knowledge representation; distance-based preference relation; preference revision; similarity measure; Artificial intelligence; Computer science; Costs; Cybernetics; Lifting equipment; Machine learning; Probability distribution; Preference; distance; preference relation;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location
Guangzhou, China
Print_ISBN
0-7803-9091-1
Type
conf
DOI
10.1109/ICMLC.2005.1527299
Filename
1527299
Link To Document