• DocumentCode
    3281324
  • Title

    Combining Fuzzy AHP and Association Rule to Evaluate the Activity Processes of E-learning System

  • Author

    Chen-Shu Wang ; Shiang-Lin Lin

  • Author_Institution
    Grad. Inst. of Inf. & Logistics Manage., Nat. Taipei Univ. of Technol., Taipei, Taiwan
  • fYear
    2012
  • fDate
    25-28 Aug. 2012
  • Firstpage
    566
  • Lastpage
    570
  • Abstract
    With the rapid development of technology and the Internet become universal, many courseware has been transformed into digital materials, resulting in the vigorous development of e-Learning platform. This paper combines Fuzzy Analytic Hierarchy Process and Association Rule to evaluate the process of âPractice Scoreâ and âInteractive Learningâ. in this research, visiting 30 teachers for interviews with experts in Taiwan during two months, all respondents compare the various criteria for these two learning processes. Further, get the various elements of the fuzzy relative weights and the sequence of importance from the results of all respondents. Analysis showed the âPractice Scoreâ process, the users generally considered the most important two criteria are data correctness and the stability of data link. for the âInteractive Learningâ process, users are most concerned about whether the platform can provide real-time exchange of knowledge and can quickly update the subject matter with interactive platform or not. the results could be a reference for further development of e-Learning system, and can be used as the basis of the e-Learning process management.
  • Keywords
    Internet; analytic hierarchy process; courseware; data mining; electronic data interchange; fuzzy set theory; interactive systems; Internet; activity process evaluation; association rule; courseware; data correctness; data stability; digital education material; e-learning process management; fuzzy AHP; fuzzy analytic hierarchy process; fuzzy relative weights; interactive learning; knowledge exchange; practice score process; Analytic hierarchy process; Association rules; Data communication; Electronic learning; Graphics; Materials; Fuzzy AHP; Multiple-criteria decision-making (MCDM); Process management; e-Learning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Genetic and Evolutionary Computing (ICGEC), 2012 Sixth International Conference on
  • Conference_Location
    Kitakushu
  • Print_ISBN
    978-1-4673-2138-9
  • Type

    conf

  • DOI
    10.1109/ICGEC.2012.72
  • Filename
    6456892