Collaborative Dialogue with a Learning Companion as a Source of Inforamtion on Student Reasoning

This report focuses on a problem within the area of Intelligent Tutoring Systems; that of analysing student's reasoning (student diagnosis). A novel approach to collecting information for this analysis, complementary to traditional student modelling techniques, is presented. This technique is based on using a Learning Companion, a computer based agent, as a collaboration partner to the student. In the dialogue between the student and the Learning Companion, information on their problem-solving process is revealed. This information would then be extracted and used for student modelling purposes. Analysis of the proposed solution is commenced in a small experiment and an explorative implementation described here.

[1]  Susanne P. Lajoie,et al.  Sherlock: A Coached Practice Environment for an Electronics Troubleshooting Job. , 1988 .

[2]  Eva L. Ragnemalm Towards student modelling through collaborative dialogue with a learning companion , 1995 .

[3]  Marlene Jones,et al.  The State of Student Modelling , 1994 .

[4]  John Seely Brown,et al.  An Investigation of Computer Coaching for Informal Learning Activities. , 1978 .

[5]  Alfred Kobsa,et al.  User Modeling and User-Adapted Interaction , 1994, User Modeling and User-Adapted Interaction.

[6]  David M. Nichols,et al.  Issues in designing learning by teaching systems , 1994 .

[7]  Tak-Wai Chan,et al.  Simulating a learning companion in reciprocal tutoring systems , 1995, CSCL.

[8]  Bert Bredeweg,et al.  Student Modelling: The Key to Individualized Knowledge-Based Instruction , 2010, NATO ASI Series.

[9]  L. Foner What''s an Agent, Anyway? A Sociological Case Study. MIT Media Lab , 1997 .

[10]  Gordon I. McCalla,et al.  The Central Importance of Student Modelling to Intelligent Tutoring , 1992 .

[11]  Arthur Baskin,et al.  Learning companion systems , 1989 .

[12]  Joseph Weizenbaum,et al.  and Machine , 1977 .

[13]  Aaltje Margrethe Schaafstal Diagnostic skill in process operation. A comparison between experts and novices , 1991 .

[14]  Tak-Wai Chan Integration-Kid: A Learning Companion System , 1991, IJCAI.

[15]  Pierre Dillenbourg,et al.  People Power: A Human-Computer Collaborative Learning System , 1992, Intelligent Tutoring Systems.

[16]  J. S. Brown,et al.  Pedagogical, natural language, and knowledge engineering techniques in SOPHIE-I, II and III , 1982 .

[17]  Instruction,et al.  Learning and Instruction : European Research in an International Context / , 1991 .