Lightweight and Interpretable Detection of Affective Engagement for Online Learners

Author:

Boulanger David1,Dewan M. Ali Akber1,Kumar Vivekanandan S.1,Lin Fuhua1

Affiliation:

1. School of Computing and Information Systems, Athabasca University,Edmonton,Canada

Funder

Natural Sciences and Engineering Research Council of Canada (NSERC)

Athabasca University, Canada

Publisher

IEEE

Reference17 articles.

1. Facial Emotion Detection to Assess Learner's State of Mind in an Online Learning System

2. DAiSEE: towards user engagement recognition in the wild;gupta;Comput Vision Image Processing,2018

3. Spontaneous facial expression database for academic emotion inference in online learning

4. SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size;iandola;ArXiv Preprint,2016

5. An Academic Emotion Database and the Baseline Evaluation

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1. Zoom Classroom Engagement and Attention Detection System;2024 International Conference on Intelligent Systems for Cybersecurity (ISCS);2024-05-03

2. Emotion Detection from Facial Expression in Online Learning Through Using Synthetic Image Generation;Lecture Notes in Computer Science;2024

3. Applications of convolutional neural networks in education: A systematic literature review;Expert Systems with Applications;2023-11

4. Lightweight Model for Emotion Detection from Facial Expression in Online Learning;2023 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE);2023-09-24

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