A method for modelling adaptive interactions in Intelligent Tutoring Systems

This paper proposes a method to couple the domain, student and pedagogical models in an Intelligent Tutoring System. The goal of the proposed method is to produce a personalised version of the domain model with respect to the student model, without burdening the teacher with the task of specifying how this personalisation is to be done. The pedagogical model is defined through Object Petri Net, whose transitions control the interaction decisions, according to conditions that refer to the student model and feedback. All student model management is automatically included in the pedagogical model by the authoring tool.

[1]  Min Wu,et al.  Knowledge aggregation and navigation high-level Petri nets-based in e-learning , 2002, Proceedings. International Conference on Machine Learning and Cybernetics.

[2]  Tom Murray,et al.  Authoring Intelligent Tutoring Systems: An analysis of the state of the art , 1999 .

[3]  Jean Underwood,et al.  Using an ITS Authoring Tool to Explore Educators' Use of Instructional Strategies , 2000, Intelligent Tutoring Systems.

[4]  William J. Clancey,et al.  Knowledge-based tutoring: the GUIDON program , 1987 .

[5]  Hongjing Wu,et al.  AHAM: a Dexter-based reference model for adaptive hypermedia , 1999, Hypertext.

[6]  Janette Cardoso,et al.  MathTutor: A Multi-Agent Intelligent Tutoring System , 2004, AIAI.

[7]  Christoph Peylo,et al.  W2 - Adaptive and Intelligent Web-Based Education Systems , 2003, Intelligent Tutoring Systems.

[8]  Mark A. Musen,et al.  The Knowledge Model of Protégé-2000: Combining Interoperability and Flexibility , 2000, EKAW.

[9]  Jin-Cheon Na,et al.  Dynamic documents: authoring, browsing, and analysis using a high-level petri net-based hypermedia system , 2001, DocEng '01.

[10]  John J. McCarthy,et al.  The Rule Engine for the Java Platform , 2008 .

[11]  Alexandra I. Cristea Evaluating adaptive hypermedia authoring while teaching adaptive systems , 2004, SAC '04.

[12]  Pierre de Saqui-Sannes,et al.  Multimedia Authoring with Hierarchical Timed Stream Petri Nets and Java , 2004, Multimedia Tools and Applications.

[13]  Peter Brusilovsky,et al.  Adaptive Hypermedia: From Intelligent Tutoring Systems to Web-Based Education , 2000, Intelligent Tutoring Systems.

[14]  Edilson Ferneda,et al.  Mathema: A Learning Environment Based on a Multi-Agent Architecture , 1995, SBIA.

[15]  Mark K. Singley,et al.  Deploying Intelligent Tutors on the Web: An Architecture and an Example , 1999 .

[16]  Daniel Mossé,et al.  The MORENA model for hypermedia authoring and browsing , 1995, Proceedings of the International Conference on Multimedia Computing and Systems.

[17]  Jörg H. Siekmann,et al.  ActiveMath: An Intelligent Tutoring System for Mathematics , 2004, ICAISC.

[18]  Etienne Wenger,et al.  Artificial Intelligence and Tutoring Systems , 1987 .

[19]  John A. Self,et al.  Theoretical foundations for intelligent tutoring systems , 1990 .