Students' emotion extraction and visualization for engagement detection in online learning

[1]  P. Griffiths,et al.  III. Basic Emotions, Complex Emotions, Machiavellian Emotions1 , 2003, Royal Institute of Philosophy Supplement.

[2]  Mohamed Hammami,et al.  A new emotion-based affective model to detect student's engagement , 2018, J. King Saud Univ. Comput. Inf. Sci..

[3]  Saurabh Pal,et al.  Facial Emotion Detection to Assess Learner's State of Mind in an Online Learning System , 2020, ICIIT.

[4]  Vicki Trowler Student engagement literature review , 2010 .

[5]  Francesca D'Errico,et al.  When emotions enhance students’ engagement in e-learning processes , 2016 .

[6]  P. Griffiths,et al.  Philosophy and the Emotions: Basic Emotions, Complex Emotions, Machiavellian Emotions , 2003 .

[7]  Josephine Sullivan,et al.  One millisecond face alignment with an ensemble of regression trees , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

[8]  Turgay Çelik,et al.  The Wits Intelligent Teaching System: Detecting student engagement during lectures using convolutional neural networks , 2017, 2017 IEEE International Conference on Image Processing (ICIP).

[9]  M. Ali Akber Dewan,et al.  Engagement detection in online learning: a review , 2019, Smart Learning Environments.

[10]  George D. Kuh The national survey of student engagement: Conceptual and empirical foundations , 2009 .

[11]  Sudeshna Chakraborty,et al.  Face Detection and Recognition Using OpenCV , 2019, 2019 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS).

[12]  Güray Tonguç,et al.  Automatic recognition of student emotions from facial expressions during a lecture , 2020, Comput. Educ..

[13]  Allan B. I. Bernardo,et al.  What is an academic emotion? Insights from Filipino bilingual students’ emotion words associated with learning , 2009 .

[14]  Richard E. Mayer,et al.  Learning with human and virtual instructors who display happy or bored emotions in video lectures , 2021, Comput. Hum. Behav..