CSDL Home IEEE Transactions on Knowledge & Data Engineering 2002 vol.14 Issue No.06 - November/December
Issue No.06 - November/December (2002 vol.14)
<p><b>Abstract</b>—Adding a learning companion, a computer simulated social agent, to a computer based learning system can enhance its educational value by enriching the way in which the computer and the user interact. This paper presents a novel simulation approach, named General Companion Modeling (referred to hereinafter as GCM), to implement learning companions in a general problem-solving domain. DwestAgent, a learning companion system, is also implemented using the GCM approach to demonstrate the feasibility of the proposed approach. In addition, the approach can help developers of learning companions clarify implementation issues and requirements involved in simulating 1) domain competencies, 2) learning competencies, 3) behaviors as a peer tutor, and 4)behaviors as a peer tutee of a learning companion. Using GCM, one can simulate learning companions with various characteristics by adjusting parameters within the proposed simulation framework.</p>
Learning companion, educational agent, social learning, collaborative learning, computer assist learning, problem solving, simulation.
Chih-Yueh Chou, Tak-Wai Chan, Chi-Jen Lin, "An Approach of Implementing General Learning Companions for Problem Solving", IEEE Transactions on Knowledge & Data Engineering, vol.14, no. 6, pp. 1376-1386, November/December 2002, doi:10.1109/TKDE.2002.1047774