DocumentCode
567579
Title
Interpretation and fusion of hyper opinions in subjective logic
Author
Jøsang, Audun ; Hankin, Robin
Author_Institution
Univ. of Oslo, Oslo, Norway
fYear
2012
fDate
9-12 July 2012
Firstpage
1225
Lastpage
1232
Abstract
The need to fuse beliefs from different sources occurs in many situations. For example, multiple agents can fuse their preferences about alternatives in order to make a single choice, or the output of multiple sensors can be fused to determine which of multiple possible events is most likely to have taken place. These situations are different and must therefore be modelled with different operators. This paper describes belief fusion with general hyper opinions in subjective logic, and explains how to select the most appropriate belief fusion operator according to the nature of the situation to be modelled.
Keywords
belief networks; probabilistic logic; belief fusion operator; hyper opinion fusion; hyper opinion interpretation; multiple sensors output; sensor fusion; subjective logic; Density functional theory; Probability density function; Sensor fusion; Uncertainty; Vectors; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Fusion (FUSION), 2012 15th International Conference on
Conference_Location
Singapore
Print_ISBN
978-1-4673-0417-7
Electronic_ISBN
978-0-9824438-4-2
Type
conf
Filename
6289948
Link To Document