Introduction to Adaptive Collaboration Scripting

Adaptive collaboration scripting is the idea that computer-supported collaboration scripts can be adapted during run time in several of their aspects, to provide learning experiences tailored to individual and group characteristics. The pedagogical rationale of this idea is to bring together and reap the benefits of two important learning design approaches, namely adaptation of the learning environment and scripted collaborative learning. In this chapter we analyze some of the major pedagogical and technical issues related to the design and development of systems for adaptive collaboration scripting (ACS systems). At pedagogical level, we provide methodological steps on how to build systems for adaptive collaboration scripting, explaining why it is important to distinguish between “intrinsic” and “extrinsic” aspects of the script. At technical level we present a generalized architecture for systems that adaptively support learners during scripted collaboration sessions. The implementation of this conceptual framework is further illustrated by a case study on the design of a web-based system for supporting the adaptive operation of a “pyramid” type collaboration script.

[1]  Michael J. Baker,et al.  Designing computer-mediated epistemic interactions • , 1999 .

[2]  Carolyn Penstein Rosé,et al.  Providing support for adaptive scripting in an on-line collaborative learning environment , 2006, CHI.

[3]  Timothy Koschmann,et al.  Cscl : Theory and Practice of An Emerging Paradigm , 1996 .

[4]  P. Dillenbourg,et al.  Elaborating New Arguments Through a CSCL Script , 2003 .

[5]  Pierre Dillenbourg,et al.  Over-scripting CSCL: The risks of blending collaborative learning with instructional design , 2002 .

[6]  Alfred Kobsa,et al.  The Adaptive Web, Methods and Strategies of Web Personalization , 2007, The Adaptive Web.

[7]  Roger Azevedo,et al.  Adaptive Human Scaffolding Facilitates Adolescents’ Self-regulated Learning with Hypermedia , 2005 .

[8]  Frank Fischer,et al.  Scripting Computer-Supported Collaborative Learning : cognitive, computational, and educational perspectives , 2007 .

[9]  Heinz Mandl,et al.  Fostering computer supported collaborative learning with cooperation scripts and scaffolds , 2002, CSCL.

[10]  Peter Brusilovsky,et al.  User Models for Adaptive Hypermedia and Adaptive Educational Systems , 2007, The Adaptive Web.

[11]  Heinz Mandl,et al.  Scripting Computer-Supported Collaborative Learning , 2007 .

[12]  P. Dillenbourg What do you mean by collaborative learning , 1999 .

[13]  Pierre Tchounikine,et al.  Flexibility in macro-scripts for computer-supported collaborative learning , 2007, J. Comput. Assist. Learn..

[14]  Heinz Mandl,et al.  Scripting Argumentative Knowledge Construction in Computer-Supported Learning Environments , 2007 .

[15]  James D. Slotta,et al.  Internal and external collaboration scripts in web-based science learning at schools , 2005, CSCL.

[16]  Nikol Rummel,et al.  Can People Learn Computer-Mediated Collaboration by Following A Script? , 2007 .

[17]  Pierre Tchounikine Conceptualizing CSCL Macro-Scripts Operationalization and Technological Settings , 2008 .

[18]  Päivi Häkkinen,et al.  Specifying computer-supported collaboration scripts , 2007, Int. J. Comput. Support. Collab. Learn..

[19]  Pierre Dillenbourg,et al.  Elaborating new arguments through a CSCL scenario , 2003 .

[20]  Pierre Tchounikine,et al.  Operationalizing macro-scripts in CSCL technological settings , 2008, Int. J. Comput. Support. Collab. Learn..

[21]  Timothy Koschmann,et al.  Paradigm Shift s and Instructional Technology , 1996 .

[22]  Pierre Dillenbourg,et al.  Collaborative Learning: Cognitive and Computational Approaches , 1999 .

[23]  Roger C. Schank,et al.  SCRIPTS, PLANS, GOALS, AND UNDERSTANDING , 1988 .

[24]  Rachel Hertz-Lazarovits,et al.  Interaction in cooperative groups : the theoretical anatomy of group learning , 1992 .

[25]  Amy Soller,et al.  Supporting Social Interaction in an Intelligent Collaborative Learning System , 2001 .

[26]  Daniel D. Suthers,et al.  Coaching Web-based Collaborative Learning based on Problem Solution Differences and Participation , 2003, Int. J. Artif. Intell. Educ..

[27]  Peter Brusilovsky,et al.  Adaptive hypermedia: from systems to framework , 1999, CSUR.

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

[29]  Andreas S. Pomportsis,et al.  e-Lectures for Flexible Learning: a Study on their Learning Efficiency , 2007, J. Educ. Technol. Soc..

[30]  Rafael A. Calvo,et al.  The Potential Use of Collaboration Scripts in Synch ronous Collaborative Learning , 2007 .

[31]  Yannis A. Dimitriadis,et al.  Gridcole: A tailorable grid service based system that supports scripted collaborative learning , 2008, Comput. Educ..

[32]  Aurora Vizcaíno,et al.  An Adaptive, Collaborative Environment to Develop Good Habits in Programming , 2000, Intelligent Tutoring Systems.

[33]  Davinia Hernández Leo,et al.  IMS learning design support for the formalization of collaborative learning patterns , 2004, IEEE International Conference on Advanced Learning Technologies, 2004. Proceedings..

[34]  Lasse Lipponen,et al.  Exploring foundations for computer-supported collaborative learning , 2002, CSCL.

[35]  Julita Vassileva,et al.  Supporting Peer Help and Collaboration in Distributed Workplace Environments , 1998 .

[36]  Peter Brusilovsky,et al.  Adaptive Hypermedia , 2001, User Modeling and User-Adapted Interaction.

[37]  Andreas S. Pomportsis,et al.  The design and the formative evaluation of an adaptive educational system based on cognitive styles , 2003, Comput. Educ..

[38]  Johann H. Schlichter,et al.  Adaptive Collaborative Web-Based Courses , 2003, ICWE.

[39]  P. Dillenbourg,et al.  The evolution of research on collaborative learning , 1996 .

[40]  Michael J. Baker,et al.  Favouring modellable computer-mediated argumentative dialogue in collaborative problem-solving situations , 1999 .

[41]  Michael J. Baker,et al.  Arguing to Learn: Confronting Cognitions in Computer-Supported Collaborative Learning Environments , 2003 .

[42]  S. Kozlowski,et al.  Adaptive Guidance: Enhancing Self-Regulation, Knowledge, and Performance in Technology-Based Training , 2002 .

[43]  Fischer Frank,et al.  Perspectives on Collaboration Scripts , 2006 .

[44]  Gustavo Rossi,et al.  Web Engineering , 2001, Lecture Notes in Computer Science.

[45]  Demetrios G. Sampson,et al.  Adaptive Learning Resources Sequencing in Educational Hypermedia Systems , 2005, J. Educ. Technol. Soc..

[46]  Heinz Ulrich Hoppe,et al.  Computer supported interaction analysis of group problem solving , 1999, CSCL.