DocumentCode
2251321
Title
A new method to construct concept maps for adaptive learning systems
Author
Chen, Shyi-Ming ; Sue, Po-jui
Author_Institution
Dept. of Comput. Sci. & Inf. Eng., Nat. Taiwan Univ. of Sci. & Technol., Taipei, Taiwan
Volume
5
fYear
2010
fDate
11-14 July 2010
Firstpage
2489
Lastpage
2494
Abstract
In this paper, we present a new method to automatically construct concepts maps for adaptive learning systems. First, we calculate the counter values, where the counter values indicate the answer-consistence between any two questions. Then, base on four kinds of association rules, we apply the Apriori Algorithm to mine some information. Finally, we calculate the relevance degree between any two concepts to construct concepts maps for adaptive learning systems. The proposed method provides us with a useful way to construct concept maps in adaptive learning systems.
Keywords
adaptive control; control engineering computing; control system synthesis; data mining; learning systems; adaptive learning systems; answer consistence; apriori algorithm; association rules; concept maps; counter values; Adaptive systems; Association rules; Learning systems; Machine learning; Radiation detectors; Adaptive learning systems; Concept maps; Data mining;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location
Qingdao
Print_ISBN
978-1-4244-6526-2
Type
conf
DOI
10.1109/ICMLC.2010.5580815
Filename
5580815
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