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2005 Volume 20
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RESEARCH ARTICLE   Open Access    

Case-based reasoning-inspired approaches to education

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  • This commentary briefly reviews work on the application of case-based reasoning (CBR) to the design and construction of educational approaches and computer-based teaching systems. The CBR cognitive model is at the core of constructivist learning approaches such as Goal-based Scenarios and Learning by Design. Case libraries can play roles as intelligent resources while learning and frameworks for articulating one's understanding. More recently, CBR techniques have been applied to design and construction of simulation-based learning systems and serious games. The main ideas of CBR are explained and pointers to relevant references are provided, both for finished work and on-going research.
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    JANET L. KOLODNER, MICHAEL T. COX, PEDRO A. GONZÁLEZ-CALERO. 2005. Case-based reasoning-inspired approaches to education. The Knowledge Engineering Review. 20:634 doi: 10.1017/S0269888906000634
    JANET L. KOLODNER, MICHAEL T. COX, PEDRO A. GONZÁLEZ-CALERO. 2005. Case-based reasoning-inspired approaches to education. The Knowledge Engineering Review. 20:634 doi: 10.1017/S0269888906000634

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RESEARCH ARTICLE   Open Access    

Case-based reasoning-inspired approaches to education

The Knowledge Engineering Review  20 Article number: 10.1017/S0269888906000634  (2005)  |  Cite this article

Abstract: This commentary briefly reviews work on the application of case-based reasoning (CBR) to the design and construction of educational approaches and computer-based teaching systems. The CBR cognitive model is at the core of constructivist learning approaches such as Goal-based Scenarios and Learning by Design. Case libraries can play roles as intelligent resources while learning and frameworks for articulating one's understanding. More recently, CBR techniques have been applied to design and construction of simulation-based learning systems and serious games. The main ideas of CBR are explained and pointers to relevant references are provided, both for finished work and on-going research.

    • 2006 Cambridge University Press
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    Cite this article
    JANET L. KOLODNER, MICHAEL T. COX, PEDRO A. GONZÁLEZ-CALERO. 2005. Case-based reasoning-inspired approaches to education. The Knowledge Engineering Review. 20:634 doi: 10.1017/S0269888906000634
    JANET L. KOLODNER, MICHAEL T. COX, PEDRO A. GONZÁLEZ-CALERO. 2005. Case-based reasoning-inspired approaches to education. The Knowledge Engineering Review. 20:634 doi: 10.1017/S0269888906000634
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