• 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