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Contribution to Book
Towards a Model of How Learners Process Feedback
Artificial Intelligence in Education : 17th International Conference (2015)
  • Michael J Timms, ACER
  • Sacha DeVelle, ACER
  • Ursula Schwantner, ACER
  • Dulce Lay, ACER
  • Debbie Arena, ACER
Abstract
It is well known that learners using intelligent learning environments (ILEs) make different use of the feedback provided by the ILE, exhibiting different patterns of behavior. The field of educational neuroscience offers the opportunity to study how learners process the feedback they receive in an ILE. Based on a literature review of what is known about the processing of feedback from cognitive psychology and neuroscience perspective, a model of how learners process feedback in ILEs is presented. The model represents how learners notice, process, and understand feedback. The authors are in the process of conducting a study to test the model. Preliminary evidence indicates that the model may be valid, but that further study must be conducted using other techniques such as eyetracking and EEG to fully validate the model. [Author abstract]
Keywords
  • Feedback,
  • Learning processes,
  • Intelligent tutoring systems,
  • Learning environment,
  • Neuroscience,
  • Literature reviews,
  • Brain research,
  • Models,
  • Intelligent learning systems,
  • Intelligent learning environments (ILEs),
  • Eyetracking,
  • Electroencephalogram (EEG),
  • Australia
Publication Date
2015
Editor
Cristina Conati, Neil Heffernan, Antonija Mitrovic and M. Felisa Verdejo
Publisher
Springer
Series
Lecture Notes in Computer Science
ISBN
9783319197722 (print ed) ; 9783319197739 (online)
Citation Information
Michael J Timms, Sacha DeVelle, Ursula Schwantner, Dulce Lay, et al.. "Towards a Model of How Learners Process Feedback" BernArtificial Intelligence in Education : 17th International Conference (2015)
Available at: http://works.bepress.com/michael_timms/48/