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웹기반 이러닝 멀티에이전트 시스템

An Intelligent Web based e-Learning Multi Agent System

  • 조영임 (수원대학교 컴퓨터학과)
  • 발행 : 2007.02.25

초록

이 논문에서는 멀티에이전트 기반 지능형 웹기반 이러닝 시스템을 구현하였다. 이 시스템 구현을 위해 사용자들의 취향검사를 수행하였고, 결과 사용자 그룹에 맞는 적절한 이러닝 커뮤니티를 형성하였다. 제안하는 시스템인 IMAS는 신경회로망에 의해 이러닝 커뮤니티를 학습하였고, 새로운 분산기반 멀티에이전트 프레임워크를 이용하여 에이전트를 생성한다.

In this paper, we developed an intelligent web based e-learning system based on multi agents. To do development of the system, we applied an inclination test that is based on the education theory to do grouping the desirable e-learning community. The proposed system, Intelligent Web based e-learning Multi Agent System (IMAS), is used the multi agents paradigm including learning manner by neural network for grouping of e-learning community and a new distributed multi agent framework proposed here.

키워드

참고문헌

  1. M. J. Rosenberg ,E-learning: Strategies for Delivering Knowledge in the Digital Age, McGraw Hill, New York, pp.28-29, 200l
  2. A. P. Rovai,'Building sense of community at a distance', International Review of Research in Open and Distance Learning, vol.3, no.1, 2002
  3. Stuart Russel, Peter Norvig, Artificial Intelligence: A Modem Approach, Prentice Hall International Editions, 1995
  4. K. Bielaczyc, and A. Collins, Learning communities in classrooms: Are conceptualization of educational practice. In C. M. Reigeluth (Eds.) Instructional -design theories and models Lawrence Erlbaum Associates, NJ pp.269-292, 1999
  5. B. Winson, and M. Ryder, Dynamic learning communities: An alternative to designed instructional system. [online] available htt://carbon.cudener.edu/~ mryder, 2001
  6. B.Winson, M. Ryder, Distributed learning communities: An alternative to designed instructional system. derived from http://cudenver.edu/~bwilson, 1995
  7. Sang-Soo Lee & Hoi-Soo Kim, 'The Strategies of Building an Online Learning Community as the Practical Paradigm of Education: Focusing on an area of Gwangju and Chonnam', Korean Association for Educational Information and Broadcasting., vol.9, no.3, 2003
  8. Ju Sung Hwang et ai, 'Study of Policy for enhancing in Cyber Culture and Cyber Community', KISDI, Study Report 02-45, pp.SS-S9, 2002
  9. D.P. Fulford, and S. Zhang, 'Perceptions of interaction: The critical predictor in distance education' The American Journal of Distance Education. vol.7, no 3, pp.181-198, 1993
  10. John R. Graham, Keith S. Decker, Towards Distributed, Environment Centered Agent Framework. Appearing in Intelligent Agents IV, Agent Theories, Architectures, and Languages Springer-Verlag, Nicholas Jennings, Yves Lesperance, Editors, 2000
  11. Kohonen, Self-Organizing Maps, Springer Series in Information Sciences, vol,30, 1995; Third, extended edition, 2001