Title :
The Determination of Cognitive Behavior Mode Based on Fuzzy Logic System
Author :
Jiang, Yingjie ; Sun, Zhiqiang ; Xie, Hongwei ; Gong, Erling
Author_Institution :
Coll. of Mechatron. Eng. & Autom., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
A new method of determining cognitive behavior mode (CBM) is proposed. Firstly, the SRK framework of CBM is briefly introduced and the method of determining CBM, Hanaman decision tree method, is analyzed. Its strengths and weaknesses are summarized respectively. It is pointed out that it is extremely necessary to consider the uncertainties of influence factors (IFs) in the determination of CBM. Secondly, a new method to determine CBM is constructed, which introduces fuzzy logic approach to handle the uncertainties of IFs and constructs fuzzy inference rules based on the idea of Hanaman decision tree method. Lastly, the method proposed in this paper is validated by comparison with the Hanaman decision tree method and the results prove its validity.
Keywords :
cognitive systems; decision trees; fuzzy logic; fuzzy reasoning; uncertain systems; Hanaman decision tree; cognitive behavior mode; fuzzy inference rules; fuzzy logic system; cognitive behavior mode; decision tree; fuzzy logic system; human error; human reliability analysis;
Conference_Titel :
Information Management, Innovation Management and Industrial Engineering (ICIII), 2010 International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-8829-2
DOI :
10.1109/ICIII.2010.184