DocumentCode :
1983171
Title :
Situation Assessment Based on Group Decision and Rule Fusion
Author :
Yongwei Wang ; Yunan Liu ; Wei Qiu ; Shuai Liu ; Cheng Si
Author_Institution :
Zhengzhou Inf. Sci. & Technol. Inst., Zhengzhou, China
Volume :
2
fYear :
2013
fDate :
28-29 Oct. 2013
Firstpage :
30
Lastpage :
34
Abstract :
Evidence theory is one of the main methods to achieve rule-based situational awareness. However, in the combination of multiple sources, the theory of evidence can result in paradox. To resolve this problem, a situation assessment fusion method based on group decision making and rules fusion is proposed. The method includes three stages, which are the measurement of rules importance, rules fusion based on improved evidence theory and situational decision-making. Experimental results show that this method can avoid the paradox, the fusion efficiency and accuracy is superior to existing typical method.
Keywords :
decision making; knowledge based systems; evidence theory; fusion efficiency; group decision making; rule fusion; rule-based situational awareness; rules importance measurement; situation assessment fusion method; situational decision-making; Accuracy; Convergence; Decision making; Reliability; Security; Sun; Uncertainty; group decision; rule fusion; rule retrieve; situation assessment;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence and Design (ISCID), 2013 Sixth International Symposium on
Conference_Location :
Hangzhou
Type :
conf
DOI :
10.1109/ISCID.2013.122
Filename :
6804821
Link To Document :
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