A Model for diagnosing Students′Misconception using Fuzzy Cognitive Maps and Fuzzy Associative Memory

퍼지 인지 맵과 퍼지 연상 메모리를 이용한 오인진단 모델

  • 신영숙 (공주대학교 과학교육연구소)
  • Published : 2002.03.01


This paper presents a model for diagnosing students'learning misconceptions in the domain of heat and temperature using fuzzy cognitive maps(FCM) and fuzzy associative memory(FAM). In a model for diagnosing learning misconceptions. an FCM can represent with cause and effect between preconceptions and misconceptions that students have about scientific phenomenon. An FAM which represents a neurallike memory for memorizing causal relationships is used to diagnose causes of misconceptions in learning. This study will present a new method for more autonomous and intelligent system than a model to diagnose misconceptions that was being done with classical methods in learning and may contribute as an intelligent tutoring system for learning diagnosis within various educational contexts.


  1. International Journal Man-Machune Studies v.24 Fuzzy Cognitive Maps Kosko. B.
  2. Information Science v.40 Fuzzy Entropy and Conditioning Kosko. B.
  3. Byte v.10 The lisp Tutor Anderson. J.R.;Reiser. B.
  4. Journal of Intelligent Manufacturing v.9 The challenge of modelling supervisory systens using fuzzy cognitive maps Chrysostomos D. Stylios;Peter P. Groumpos
  5. A dynamical systems approach to machine intellignce Neural networks and fuzzy systems Kosko. B.
  6. IEEE Expert v.1 no.3 xpert system on a chip: An engine for realtime approximate reasoning Togai. M.;Watanbe. H.
  7. Cognitive approaches to automated instruction General principles for an intelligent tutoring architecture Anderson. J.R.;Corbett. A.T.;Finsham. J.M.;Hoffman. D.;Pelletier. R.;Regian. J.W.(ed);Shute V.(ed)
  8. 한국과학교육 학회지 v.4 no.1 선입관의 철학적 배경 및 오인과 과학학습의 관계 조희영
  9. Expert systems with v.2 no.1 Knowledge processing with fuzzy cognitive maps applications Taber. R.
  10. Intelligent Tutoring Systems Assessing aspects of competence in basic algebra Sleeman. D.(ed.);J. S. Brown(ed.)
  11. Artificial Intelligence Expert v.9 Fuzzy cognitive maps model social systems Taber. R.
  12. Cognitive Science v.2 Diagnostic medels for procedual bugs in basic mathematical skills Brown. J.S.;Burton. R.R.
  13. Educational psychology:A Cognitive View(2nd ed.) Ausubel D.P.;Novak. J.D.;Hanesian. H.
  14. Int. J. Science education v.12 no.2 A microcomputer-based diagnostic system for identifying students' conception of heat and temperature Rafi N.;Ruth S.;Ronit A.
  15. The proceedings of thethird international seminar on misconceptions and educational strategies in science and mathematics Diagnosis of alternative conceptions in science in spanish primary school students Gonzalez. F. M.
  16. 화학교사를 위한 화학오인 모음집 한국교원대학교 화학교육연구실
  17. International Journal of Science Education v.18 Children's astronomical beliefs: a preliminary study of yaer 6 children in south-west England Sharp. J. G.
  18. Science education v.80 no.2 Student's Misconceptions-looking for a pattern Schmidt. H. J.
  19. International Journal of Intelligent Systems v.15 Fuzzy Cognitive mapping: Applications in education Jason R. Cole;Kay A. Persichitte