Title :
An improved measurement method of evidence conflict
Author :
Peng, Ying ; Ma, Yongyi ; Shen, Huairong
Author_Institution :
Co. of Postgrad. Manage., Acad. of Equip. Command & Technol., Beijing, China
Abstract :
This paper proposes an improved method to measure conflict between two evidences. The method is a binary function of the combined belief assigned to the emptyset before normalization and the distance betting commitments of beliefs. When both measures are high, the improved method yields a high value, which indicates the evidences are in conflict. When at least one of the measures is low, the improved method yields a low value, which indicates the evidences are in no conflict. The improved method can also be worked as an indicator of the applicability of Dempster´s rule. Some illustration results are presented to demonstrate the effectiveness of the improved method.
Keywords :
belief networks; uncertainty handling; Dempster rule; combined belief; evidence conflict; improved measurement method; Book reviews; Cognition; Companies; Electronic mail; Modeling; Pattern recognition; Uncertainty; Dempster-Shafer theory; betting commitments; conflict; measure;
Conference_Titel :
Information and Financial Engineering (ICIFE), 2010 2nd IEEE International Conference on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-6927-7
DOI :
10.1109/ICIFE.2010.5609284