DocumentCode
2451311
Title
A max-based merging of incommensurable ranked belief bases based on finite scales
Author
Benferhat, Salem ; Lagrue, Sylvain ; Rossit, Julien
Author_Institution
Univ. d´´Artois, Lens
fYear
2007
fDate
9-12 July 2007
Firstpage
1
Lastpage
7
Abstract
Recently, several approaches have been proposed to merge possibly contradictory belief bases. This paper focuses on max-based merging operators applied to incommensurable ranked belief bases. We first propose a characterization of a result of merging using Pareto-like ordering on a set of possible solutions. Then we propose two equivalent ways to recover the result of merging. The first one is based on the notion of compatible rankings defined on finite scales. The second one is only based on total pre-orders induced by ranked bases to merge.
Keywords
Pareto analysis; belief networks; merging; Pareto-like ordering; compatible rankings; finite scales; incommensurable ranked belief bases; max-based merging; total preorders; Bismuth; Information resources; Lenses; Merging; incommensurability; merging belief bases; ranked bases;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Fusion, 2007 10th International Conference on
Conference_Location
Quebec, Que.
Print_ISBN
978-0-662-45804-3
Electronic_ISBN
978-0-662-45804-3
Type
conf
DOI
10.1109/ICIF.2007.4408136
Filename
4408136
Link To Document