DocumentCode
497722
Title
Fission of opinions in subjective logic
Author
Josang, Audun
Author_Institution
UNIK Grad. Center, Univ. of Oslo, Oslo, Norway
fYear
2009
fDate
6-9 July 2009
Firstpage
1911
Lastpage
1918
Abstract
Opinion fusion in subjective logic consists of combining separate observers´ opinions about the same frame of discernment. The principle of fission is the opposite of fusion, namely to split an opinion into two separate opinions which when fused would produce the original opinion. Different fusion methods can be applied, depending on the situation to be modelled. The cumulative fusion operator and the averaging fusion operator are defined for subjective opinions, and for belief functions in general. This paper describes fission of opinions which is the opposite of cumulative fusion. The fission operator can for example be applied to transforming trust networks with dependent trust paths into trust networks in canonical form where all trust paths are independent.
Keywords
belief networks; probabilistic logic; averaging fusion operator; belief functions; cumulative fusion operator; opinion fusion; opinions fission; probabilistic logic; subjective logic; Algebra; Bayesian methods; Computer networks; Logic functions; Probabilistic logic; State-space methods; Uncertainty; Fusion; belief; fission; opinion; subjective logic; trust; uncertainty; unfusion;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Fusion, 2009. FUSION '09. 12th International Conference on
Conference_Location
Seattle, WA
Print_ISBN
978-0-9824-4380-4
Type
conf
Filename
5203816
Link To Document