Using Bayes Nets in the Voyage to Galapagos Intelligent Learning Environment

Michael J Timms, Bruce M McLaren, Kim Luttgen

Research output: Contribution to conferencePresentation

Abstract

The Voyage to Galapagos (VTG) web-based learning environment allows students to learn about evolution in an exploratory manner. VTG uses Bayes Nets to monitor a student's need for assistance in applying science practices and, when the probability that a student needs help reaches a threshold value, the assistance system switches on. It then uses values from the Bayes Net to decide what sequence of hints to provide to a student. The VTG system has been trialled and is currently undergoing further development, including the refinement of the Bayes Nets.
Original languageEnglish
Publication statusPublished - Apr 2014
Externally publishedYes
EventAnnual Meeting of the National Council on Measurement in Education -
Duration: 1 Apr 2014 → …

Conference

ConferenceAnnual Meeting of the National Council on Measurement in Education
Period1/04/14 → …

Keywords

  • Assistance
  • Bayes Nets
  • Hints
  • Middle years
  • Science
  • Tutoring
  • Voyage to Galapagos
  • Web-based learning environments

Disciplines

  • Educational Assessment, Evaluation, and Research
  • Online and Distance Education
  • Science and Mathematics Education

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