• DocumentCode
    2220659
  • 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
  • Volume
    2
  • fYear
    2010
  • fDate
    26-28 Nov. 2010
  • Firstpage
    80
  • Lastpage
    84
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Management, Innovation Management and Industrial Engineering (ICIII), 2010 International Conference on
  • Conference_Location
    Kunming
  • Print_ISBN
    978-1-4244-8829-2
  • Type

    conf

  • DOI
    10.1109/ICIII.2010.184
  • Filename
    5694523