Adaptation in the Context of Explanatory Visualization

Explanatory visualization is a promising approach that has been used in many tutoring systems. This paper presents an attempt to assess the value of adaptation in the context of explanatory visualization. It shows that a system employing a user model and tracking users' progress gives students an opportunity to interact with larger amount of material in the same amount of time.

[1]  William N. Venables,et al.  Modern Applied Statistics with S , 2010 .

[2]  Peter Brusilovsky,et al.  WADEIn II: a case for adaptive explanatory visualization , 2006, ITICSE '06.

[3]  Russell D. Wolfinger,et al.  SAS for Mixed Models, Second Edition , 2006 .

[4]  Daniel Y. Kimberg,et al.  Facilitating Students' Reasoning with Causal Explanations and Visual Representations , 1989 .

[5]  Robert A. Muenchen,et al.  Help and Documentation , 2010 .

[6]  Elliot B. Koffman,et al.  Artificial Intelligence and Automatic Programming in CAI , 1973, IJCAI.

[7]  Peter Brusilovsky,et al.  ELM-ART: An Adaptive Versatile System for Web-based Instruction , 2001 .

[8]  M. Kenward,et al.  Small sample inference for fixed effects from restricted maximum likelihood. , 1997, Biometrics.

[9]  Richard C. Atkinson,et al.  The Computer as a Tutorial Laboratory: The Stanford BIP Project. , 1976 .

[10]  Peter Brusilovsky,et al.  Explanatory Visualization in an Educational Programming Environment: Connecting Examples with General Knowledge , 1994, EWHCI.

[11]  Peter Brusilovsky,et al.  Adaptive Visualization Component of a Distributed Web-Based Adaptive Educational System , 2002, Intelligent Tutoring Systems.

[12]  Stuart C. Shapiro,et al.  Interactive visual simulators for beginning programming students , 1974, SIGCSE '74.

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

[14]  Hendrik Olivié,et al.  Towards an intelligent environment to learn programming (in Pascal) , 1991 .

[15]  Marsha C. Lovett,et al.  Modeling individual differences in working memory performance: a source activation account , 2001, Cogn. Sci..

[16]  Ron Baecker Two systems which produce animated representations of the execution of computer programs , 1975, SIGCSE '75.

[17]  Peter Brusilovsky,et al.  Intelligent Tutor, Environment and Manual for Introductory Programming , 1992 .

[18]  Amruth N. Kumar Generation of problems, answers, grade, and feedback---case study of a fully automated tutor , 2005, JERC.