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A method toward dynamic e-learning services modeling and the cooperative learning mechanism

Author

Listed:
  • Wenan Tan

    (Nanjing University of Aeronautics and Astronautics
    Shanghai Second Polytechnic University)

  • Senbo Chen

    (Nanjing University of Aeronautics and Astronautics)

  • Leer Li

    (Nanjing University of Aeronautics and Astronautics)

  • Ling Xia Li

    (Old Dominion University)

  • Anqiong Tang

    (Shanghai Second Polytechnic University)

  • Tong Wang

    (Shanghai Second Polytechnic University)

Abstract

The advanced information technologies have made it possible for individuals to carry out cooperative learning efficiently and effectively from anywhere and at any time. To capitalize on the individual need and address the issues associated with the late entry into the e-learning area, it has great significance to study the service mechanism of CSCL on e-learning service and e-learning service computing modeling. This paper proposes an e-learning service model supporting for the life-cycle process management. The proposed model is developed by considering the learner’s behaviours during e-learning services, the scheduling policies, and the monitoring mechanism of learning activities. Business process modeling for e-learning services can be taken according to the study ordering of the knowledge points by using workflow modeling technology and process enactment mechanism. The overall life-cycle process management of knowledge is addressed by combining knowledge product modeling, knowledge resource modeling, and credit polices for member selection in research team by considering trust value of learners, advisers and providers in e-learning services. The proposed method can be used for supporting the sustainable development of e-learning services from planning and design, organizing e-learning process, maintenance of the e-learning process, to process improvement, as well as to support learners and advisers to effectively complete innovative team study and complex computation study. Lastly, an extended topic map tool has been developed by adding a knowledge requirement level and an information extraction tool to validate the proposed methodology. These tools can used to guide learners to concentrate on the required knowledge topics and drive knowledge providers to redevelop outdated knowledge hierarchy.

Suggested Citation

  • Wenan Tan & Senbo Chen & Leer Li & Ling Xia Li & Anqiong Tang & Tong Wang, 2017. "A method toward dynamic e-learning services modeling and the cooperative learning mechanism," Information Technology and Management, Springer, vol. 18(2), pages 119-130, June.
  • Handle: RePEc:spr:infotm:v:18:y:2017:i:2:d:10.1007_s10799-015-0235-3
    DOI: 10.1007/s10799-015-0235-3
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    References listed on IDEAS

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    1. Adrian V. Gheorghe (ed.), 2012. "System of Systems," Books, IntechOpen, number 1832, January-J.
    2. Dongsong Zhang & Jay F. Nunamaker, 2003. "Powering E-Learning In the New Millennium: An Overview of E-Learning and Enabling Technology," Information Systems Frontiers, Springer, vol. 5(2), pages 207-218, April.
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    Cited by:

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