Detecting Teacher Expertise in an Immersive VR Classroom: Leveraging Fused Sensor Data with Explainable Machine Learning Models

Author:

Gao Hong1,Bozkir Efe2,Stark Philipp3,Goldberg Patricia3,Meixner Gerrit4,Kasneci Enkelejda1,Göllner Richard3

Affiliation:

1. Technical University of Munich,Human-Centered Technologies for Learning

2. University of Tübingen,Human-Computer Interaction

3. University of Tübingen,Hector Research Institute of Education Sciences and Psychology

4. Heilbronn University,UniTyLab

Publisher

IEEE

Reference52 articles.

1. Predicting expertise among novice programmers with prior knowledge on programming tasks;Ahsan

2. Cross-subject workload classification using pupil-related measures

3. Eye tracking methodology for studying teacher learning: a review of the research

4. The Effect of Expertise on Eye Movement Behaviour in Medical Image Perception

5. A systematic literature review of using immersive virtual reality technology in teacher education;Billingsley;Journal of Interactive Learning Research,2019

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Embedding Large Language Models into Extended Reality: Opportunities and Challenges for Inclusion, Engagement, and Privacy;ACM Conversational User Interfaces 2024;2024-07-08

2. Using Gaze Transition Entropy to Detect Classroom Discourse in a Virtual Reality Classroom;Proceedings of the 2024 Symposium on Eye Tracking Research and Applications;2024-06-04

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