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
Link To Document :
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