Authoring Collaborative Intelligent Tutoring Systems

Authoring tools for Intelligent Tutoring System (ITS) have been shown to decrease the amount of time that it takes to develop an ITS. However, most of these tools currently do not extend to collaborative ITSs. In this paper, we illustrate an extension to the Cognitive Tutor Authoring Tools (CTAT) to allow for development of collaborative ITSs that can support a range of collaboration scripts. Authoring tools for collaborative ITSs must be flexible enough to allow for different learning goals and different collaboration scripts. We discuss how two collaboration scripts that we are using in our research on fractions learning are implemented in CTAT. The examples illustrate how CTAT flexibly supports collaborative tutors by running synchronized tutor engines for each student, and how it supports the development of collaborative tutors through the use of multiple behavior graphs that use no programming to develop.

[1]  Miky Ronen,et al.  Adopt & Adapt: Structuring, Sharing and Reusing Asynchronous Collaborative Pedagogy , 2006, ICLS.

[2]  Carolyn Penstein Rosé,et al.  Coordinating Multi-dimensional Support in Collaborative Conversational Agents , 2012, ITS.

[3]  Vincent Aleven,et al.  Sense Making Alone Doesn't Do It: Fluency Matters Too! ITS Support for Robust Learning with Multiple Representations , 2012, ITS.

[4]  Kenneth R. Koedinger,et al.  CTRL: A research framework for providing adaptive collaborative learning support , 2009, User Modeling and User-Adapted Interaction.

[5]  F. Fischer,et al.  Collaboration Scripts – A Conceptual Analysis , 2006 .

[6]  Tom Murray,et al.  Authoring tools for advanced technology learning environments : toward cost-effective adaptive, interactive and intelligent educational software , 2003 .

[7]  K. VanLehn The Relative Effectiveness of Human Tutoring, Intelligent Tutoring Systems, and Other Tutoring Systems , 2011 .

[8]  Heinrich Hußmann,et al.  eXtremely simple scripting (XSS): a framework to speed up the development of computer-supported collaboration scripts , 2009, CSCL.

[9]  Karsten Stegmann,et al.  Sustainable script and scaffold development for collaboration on varying web content: the S-COL technological approach , 2009, CSCL.

[10]  Vincent Aleven,et al.  A New Paradigm for Intelligent Tutoring Systems: Example-Tracing Tutors , 2009, Int. J. Artif. Intell. Educ..

[11]  Y. Lou,et al.  Small Group and Individual Learning with Technology: A Meta-Analysis , 2001 .

[12]  Astrid Wichmann,et al.  The Remote Control Approach - An Architecture for Adaptive Scripting across Collaborative Learning Environments , 2008, J. Univers. Comput. Sci..

[13]  Lars Bollen,et al.  Creating cognitive tutors for collaborative learning: steps toward realization , 2006, User Modeling and User-Adapted Interaction.

[14]  J. Janssen,et al.  Coordinated Computer-Supported Collaborative Learning: Awareness and Awareness Tools , 2013 .

[15]  Carolyn Penstein Rosé,et al.  Tutorial Dialogue as Adaptive Collaborative Learning Support , 2007, AIED.

[16]  Sandra Katz,et al.  Extensions of intelligent tutoring paradigms to support collaborative learning , 1992 .

[17]  Heinz Ulrich Hoppe,et al.  CSCL scripts: modelling features and potential use , 2005, CSCL.