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Computer Vision based Attentiveness Detection Methods in E-Learning

Publication Type : Conference Paper

Thematic Areas : Amrita e-Learning Research Lab

Publisher : Proceedings of the 2014 International Conference on Interdisciplinary Advances in Applied Computing

Source : Proceedings of the 2014 International Conference on Interdisciplinary Advances in Applied Computing, ACM (2014)

Campus : Amritapuri

School : School of Engineering

Center : E-Learning

Department : Computer Science, E-Learning

Verified : Yes

Year : 2014

Abstract : In this paper, we have reviewed the current state of the art about attentiveness detection methods used in e-learning. Classification of the prior works is done based on features measured, affective states considered, affect classification method and e-learning context. We have listed the drawbacks of webcam based elearning systems. We have also proposed a framework for elearning classroom. The different attention patterns exhibited by students under e-learning are studied. The potential applications of attentiveness detection system in e-learning are explored.

Cite this Research Publication : A. S Narayanan, Kaimal, M. R., Kamal Bijlani, Prasanth, M., and K Kumar, S., “Computer Vision based Attentiveness Detection Methods in E-Learning”, in Proceedings of the 2014 International Conference on Interdisciplinary Advances in Applied Computing, 2014.

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