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Detecting distracted students in educational VR environments using machine learning on eye gaze data

  • Published:2022-12 Issue: Volume:109 Page:75-87
  • ISSN:0097-8493
  • Container-title:Computers & Graphics
  • language:en
  • Short-container-title:Computers & Graphics

Author:

Asish Sarker MonojitORCID,Kulshreshth Arun K.ORCID,Borst Christoph W.ORCID

Funder

National Science Foundation

NSF IIS

Louisiana Board of Regents

Publisher

Elsevier BV

Subject

Computer Graphics and Computer-Aided Design,Human-Computer Interaction,General Engineering

Reference68 articles.

1. Educational uses of virtual reality technology;Youngblut,1998

2. Infinite reality: Avatars, eternal life, new worlds, and the dawn of the virtual revolution;Blascovich,2011

3. A study of class meetings in VR: Student experiences of attending lectures and of giving a project presentation;Yoshimura;Front Virtual Real,2021

4. Exploring eye gaze visualization techniques for identifying distracted students in educational VR;Rahman,2020

5. An interface for enhanced teacher awareness of student actions and attention in a VR classroom;Broussard,2021

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