Towards the application of argumentation-based dialogues for education

This paper describes our work constructing a general framework for modeling multi agent interactions in education-related applications. We are motivated to move beyond a traditional scripted model and follow the general trend in human education towards more open, learner-centered, constructivist environments. In order to accomplish this, we need a framework in which to define general types of interactions that can occur between a learner and a tutor, as well as interactions between these agents and their sets of beliefs ¿ not only about the knowledge domain that is the subject of the learning system, but also about each other. In this paper, we describe early work in this direction, which involves using argumentation and extending existing dialogue protocols to allow for various types of tutor-learner interactions.

[1]  Tuomas Sandholm,et al.  Distributed rational decision making , 1999 .

[2]  Sarit Kraus,et al.  Reaching Agreements Through Argumentation: A Logical Model and Implementation , 1998, Artif. Intell..

[3]  Michael Wooldridge,et al.  Properties and Complexity of Some Formal Inter-agent Dialogues , 2003, J. Log. Comput..

[4]  Gordon I. McCalla,et al.  Granularity-Based Reasoning and Belief Revision in Student Models , 1994 .

[5]  John Seely Brown,et al.  Diagnostic Models for Procedural Bugs in Basic Mathematical Skills , 1978, Cogn. Sci..

[6]  William J. Clancey Intelligent Tutoring Systerns: A Tutorial Survey , 1986 .

[7]  Michael Wooldridge,et al.  The Mechanics of Some Formal Inter-agent Dialogues , 2003, Workshop on Agent Communication Languages.

[8]  Elizabeth Sklar,et al.  Co-evolutionary Learning : Machines and Humans Schooling Together , 1998 .

[9]  Roderic A. Girle,et al.  Commands in Dialogue Logic , 1996, FAPR.

[10]  Janet L. Kolodner,et al.  Learning by Design from Theory to Practice , 1998 .

[11]  Elizabeth Sklar,et al.  A Framework for Enabling an Internet Learning Community , 2000, J. Educ. Technol. Soc..

[12]  Peter McBurney,et al.  Chance Discovery Using Dialectical Argumentation , 2001, JSAI Workshops.

[13]  Kurt VanLehn,et al.  Human Procedural Skill Acquisition: Theory, Model and Psychological Validation , 1983, AAAI.

[14]  Elliot Soloway,et al.  Beverly Park Woolf, Eric Rubin, Paul Barth: Meno-II: An Intelligent Tutoring System for Novice Programmers , 1981, IJCAI.

[15]  W. Hamilton,et al.  The evolution of cooperation. , 1984, Science.

[16]  Allison Druin,et al.  Cooperative inquiry: developing new technologies for children with children , 1999, CHI '99.

[17]  Elizabeth Sklar,et al.  Modeling Human Learning as a Cooperative Multi Agent Interaction , 2003 .

[18]  W. Lewis Johnson,et al.  Pedagogical agents on the Web , 1999, AGENTS '99.

[19]  D. Walton,et al.  Commitment in Dialogue: Basic Concepts of Interpersonal Reasoning , 1995 .

[20]  P. Klemperer Auction Theory: A Guide to the Literature , 1999 .

[21]  Seymour Papert,et al.  Mindstorms: Children, Computers, and Powerful Ideas , 1981 .

[22]  N. R. Jennings,et al.  To appear in: Int Journal of Group Decision and Negotiation GDN2000 Keynote Paper Automated Negotiation: Prospects, Methods and Challenges , 2022 .

[23]  Elizabeth Sklar,et al.  SimEd: simulating education as a multi agent system , 2004, Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, 2004. AAMAS 2004..

[24]  Jay W. Forrester,et al.  System Dynamics and Learner-Centered-Learning in Kindergarten through 12th Grade Education , 1992 .

[25]  Jean Piaget,et al.  To Understand Is to Invent , 1973 .

[26]  Jordan B. Pollack,et al.  Co-Evolution in the Successful Learning of Backgammon Strategy , 1998, Machine Learning.

[27]  Glen Bull,et al.  Children, Computers, and Powerful Ideas. , 2005 .

[28]  John R. Anderson Acquisition of cognitive skill. , 1982 .