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 :
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