Time in the Adaptive Tutoring Process Model

Formal models can be found in different computer science domains – they have the advantage to be independent of application domains and of programming languages. ITSs development is usually not based on formal models. Based on automaton theory and on formal descriptions known from modelling and simulation, the formal tutoring process model (tpm) is a formal model for ITSs. The model exists as basic tpm and as adaptive tpm. The extension of the adaptive model is described in the paper. Extended with a temporal dimension, i.e. the 'counter', the static tpm can be used to realize another way of adaptation: the training case can be changed at runtime based on the counter values. This value can count the learner's steps in the training case, it can be interpreted as duration, or as validity of a state.

[1]  Claus Möbus,et al.  Evolution of the Hypotheses Testing Approach in Intelligent Problem Solving Environments , 2000, Intelligent Tutoring Systems.

[2]  Jeff Rickel,et al.  Intelligent computer-aided instruction: a survey organized around system components , 1989, IEEE Trans. Syst. Man Cybern..

[3]  A. Martens,et al.  Towards a Tutoring Process Model with Time , 2006, Sixth IEEE International Conference on Advanced Learning Technologies (ICALT'06).

[4]  Torsten Illmann,et al.  Docs 'n drugs-the virtual polyclinic: an intelligent tutoring system for web-based and case-oriented training in medicine , 2001, AMIA.

[5]  James F. Allen Time and time again: The many ways to represent time , 1991, Int. J. Intell. Syst..

[6]  Katherine K. Merseth The Early History of Case-Based Instruction: Insights for Teacher Education Today , 1991 .

[7]  Alke Martens,et al.  Combining Intelligent Tutoring and Simulation Systems , 2005 .

[8]  Andreas Harrer,et al.  Towards a Pattern Language for Intelligent Teaching and Training Systems , 2006, Intelligent Tutoring Systems.

[9]  Adelinde M. Uhrmacher,et al.  Modeling of Tutoring Processes in Intelligent Tutoring Systems , 2004, KI.

[10]  Adelinde M. Uhrmacher,et al.  A Formal Tutoring Process Model for Intelligent Tutoring Systems , 2004, ECAI.

[11]  Alke Martens Modeling of Adaptive Tutoring Processes , 2006 .

[12]  James W. Cooper,et al.  Using design patterns , 1998, CACM.

[13]  Ivar Jacobson,et al.  The Unified Modeling Language User Guide , 1998, J. Database Manag..

[14]  Ruddy Lelouche Intelligent Tutoring Systems from Birth to Now , 1999, Künstliche Intell..

[15]  W. Kintsch,et al.  Methods and Tactics in Cognitive Science , 1984 .

[16]  T. Landauer,et al.  Handbook of Human-Computer Interaction , 1997 .

[17]  Albert T. Corbett,et al.  Intelligent Tutoring Systems , 1985, Science.

[18]  William J. Clancey Methodology for building an intelligent tutoring system , 1987 .