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A Dynamic Conceptual Network Mechanism for Personalized Study Plan Generation

  • Elvis Wai Chung Leung
  • Qing Li
Part of the Lecture Notes in Computer Science book series (LNCS, volume 2783)

Abstract

In a web-based learning environment, student-centered study plan become critical since the target users who have the self-learning expectation and individual academic background are very different from those of a traditional classroom. In fact, designing individual study plan is very complicated and time consuming as the target users normally are very diversified. To the best knowledge of our understanding, most of existing course enrollment facilities are quite primitive. In this paper, we introduce a conceptual framework for setting up individual student-centered study plan through 1) a dynamic conceptual network mechanism for capturing the relationships among courses to facilitate the dynamic generation of a study plan, and 2) intelligent knowledge base facilities, such as personal profiles, to help understand students’ behavior so as to provide student-centered results to different learning groups.

Keywords

User Profile Target User Study Plan Market Analysis Multimedia Document 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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References

  1. 1.
    Jonassen, D.H.: Supporting Communities of Learners with Technology: A Vision for Integrating Technology with Learning in Schools. Educational Technology 35(2), 60–63 (1995)Google Scholar
  2. 2.
    Leung, E., Li, Q.: Agent-Based Approach to e-Learning: An Architectural Framework. In: Kim, W., Ling, T.-W., Lee, Y.-J., Park, S.-S. (eds.) Human. Society. Internet 2001. LNCS, vol. 2105, pp. 341–353. Springer, Heidelberg (2001)Google Scholar
  3. 3.
    Leung, E., Li, Q.: Architecture and Algorithms of CPS – an Agent-based Tutoring System for Coached Problem Solving on the Web. In: Proceedings of the First International Conference on Web-based Learning (ICWL 2002), pp. 59–79. World Scientific Pub., Hong Kong (2002)Google Scholar
  4. 4.
    Riley, G.: CLIPS, A Tool for Building Expert Systems, http://www.ghg.net/clips/CLIPS.html
  5. 5.
    Lesser, V.R.: Cooperative Multiagent Systems: A Personal View of the State of the Art. IEEE Transactions on Knowledge and Data Engineering 11(11) (January-February 1999)Google Scholar
  6. 6.
    Gertner, A.S., VanLehn, K.: Andes: A Coached Problem Solving Environment for Physics. In: Gauthier, G., VanLehn, K., Frasson, C. (eds.) ITS 2000. LNCS, vol. 1839, pp. 133–142. Springer, Heidelberg (2000)CrossRefGoogle Scholar
  7. 7.
    Frasson, C., Martin, L., Gouarderes, G., Aimeur, E.: LANCA: A Distance Learning Architecture Based on Networked Cognitive Agents. In: Goettl, B., Halff, H., Redfield, C. (eds.)Google Scholar
  8. 8.
    Pimentel, M.G.C., Abowd, G.D., Ishiguro, Y.: Linking by Interacting: a Paradigm for Authoring Hypertext. In: Proceedings of ACM Hypertext (May 2000)Google Scholar
  9. 9.
    Stern, M., Steinberg, J., Lee, H.I., Padhye, J., Kurose, J.F.: MANIC: Multimedia Asynchronous Networked Individualized Courseware. In: Proceedings of Educational Multimedia and Hypermedia (1997)Google Scholar
  10. 10.
    Mukhopadhyay, S., Smith, B.: Passive Capture and Structuring of Lectures. In: Proceedings of ACM Multimedia (October 1999)Google Scholar
  11. 11.
    Murray, R.C., VanLehn, J.: DT Tutor: A Decision- Theoretic, Dynamic Approach for Optimal Selection of Tutorial Acitons. In: Gauthier, G., VanLehn, K., Frasson, C. (eds.) ITS 2000. LNCS, vol. 1839, pp. 153–162. Springer, Heidelberg (2000), WebCT http://www.webct.com/
  12. 12.
    Bradley, K., Rafter, R., Smyth, B.: Case-Based User Profiling for Content Personalisation. In: Brusilovsky, P., Stock, O., Strapparava, C. (eds.) AH 2000. LNCS, vol. 1892, pp. 63–72. Springer, Heidelberg (2000)CrossRefGoogle Scholar
  13. 13.
    Pimentel, M.G.C., Abowd, G.D., Ishiguro, Y.: Linking by Interacting: a Paradigm for Authoring Hypertext. In: Proceedings of ACM Hypertext (May 2000)Google Scholar
  14. 14.
    Brusilovsky, P., Eklund, J., Schwarz, E.: Web-based education for all: A tool for developing adaptive courseware. Computer Networks and ISDN Systems. In: Proceedings of 7th International World Wide Web Conference, pp. 291–300 (1998)Google Scholar
  15. 15.
    Weber, G., Kuhl, H.-C., Weibelizahl, S.: Developing adaptive internet based courses with the authoring system NetCoach. Proceedings of the third workshop on adaptive hypertext and hypermedia, UM 2001, TU/e Computing Science Report 01/11 (2001)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2003

Authors and Affiliations

  • Elvis Wai Chung Leung
    • 1
  • Qing Li
    • 1
  1. 1.City University of Hong Kong 

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