A New Approach for Automatically Constructing Concept Maps Based on Fuzzy Rules

  • Shih-Ming Bai
  • Shyi-Ming Chen
Conference paper

DOI: 10.1007/978-3-540-73325-6_16

Part of the Lecture Notes in Computer Science book series (LNCS, volume 4570)
Cite this paper as:
Bai SM., Chen SM. (2007) A New Approach for Automatically Constructing Concept Maps Based on Fuzzy Rules. In: Okuno H.G., Ali M. (eds) New Trends in Applied Artificial Intelligence. IEA/AIE 2007. Lecture Notes in Computer Science, vol 4570. Springer, Berlin, Heidelberg

Abstract

In recent years, some methods have been presented for dealing with the concept map construction to provide adaptive learning guidance to students. In this paper, we present a new method to automatically construct concept maps based on fuzzy rules and students’ testing records. We apply the fuzzy set theory and fuzzy reasoning techniques to automatically construct concept maps and evaluate the relevance degrees between concepts. The proposed method provides a useful way to automatically construct concept maps in adaptive learning systems.

Keywords

Adaptive learning concept maps question-relationship graphs concepts-relationship graphs testing records 

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Copyright information

© Springer Berlin Heidelberg 2007

Authors and Affiliations

  • Shih-Ming Bai
    • 1
  • Shyi-Ming Chen
    • 1
  1. 1.Department of Computer Science and Information Engineering, National Taiwan University, of Science and Technology, Taipei,TaiwanR.O.C.

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