Using intelligent tutor technology to implement adaptive support for student collaboration

Dejana Diziol, Erin Walker, Nikol Rummel, Kenneth R. Koedinger

Research output: Contribution to journalArticle

51 Citations (Scopus)

Abstract

Research on computer-supported collaborative learning has shown that students need support to benefit from collaborative activities. While classical collaboration scripts have been effective in providing such support, they have also been criticized for being coercive and not allowing students to self-regulate their learning. Adaptive collaboration support, which would provide students with assistance when and where they need it, is a possible solution. However, due to limitations of natural language processing, the development of adaptive support based on an analysis of student dialogue is difficult. To facilitate the implementation of adaptive collaboration support, we propose to leverage existing intelligent tutoring technology to provide support based on student problem-solving actions. The present paper gives two examples that demonstrate this approach and reports first experiences from the implementation of the systems in real classrooms. We conclude the paper with a discussion of possible future developments in adaptive collaboration support.

Original languageEnglish (US)
Pages (from-to)89-102
Number of pages14
JournalEducational Psychology Review
Volume22
Issue number1
DOIs
StatePublished - Mar 2010
Externally publishedYes

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Students
Technology
Natural Language Processing
Learning
Language Development
Research

Keywords

  • Adaptive collaborative learning systems
  • Collaboration scripts
  • Intelligent tutoring

ASJC Scopus subject areas

  • Developmental and Educational Psychology

Cite this

Using intelligent tutor technology to implement adaptive support for student collaboration. / Diziol, Dejana; Walker, Erin; Rummel, Nikol; Koedinger, Kenneth R.

In: Educational Psychology Review, Vol. 22, No. 1, 03.2010, p. 89-102.

Research output: Contribution to journalArticle

Diziol, Dejana ; Walker, Erin ; Rummel, Nikol ; Koedinger, Kenneth R. / Using intelligent tutor technology to implement adaptive support for student collaboration. In: Educational Psychology Review. 2010 ; Vol. 22, No. 1. pp. 89-102.
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