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Engagement detection in online learning: a review
Online learners participate in various educational activities including reading, writing,
watching video tutorials, online exams, and online meetings. During the participation in …
watching video tutorials, online exams, and online meetings. During the participation in …
Automatic engagement estimation in smart education/learning settings: a systematic review of engagement definitions, datasets, and methods
Background Recognizing learners' engagement during learning processes is important for
providing personalized pedagogical support and preventing dropouts. As learning …
providing personalized pedagogical support and preventing dropouts. As learning …
Facial emotion recognition based real-time learner engagement detection system in online learning context using deep learning models
The dramatic impact of the COVID-19 pandemic has resulted in the closure of physical
classrooms and teaching methods being shifted to the online medium. To make the online …
classrooms and teaching methods being shifted to the online medium. To make the online …
Application of deep learning on student engagement in e-learning environments
The drastic impact of COVID-19 pandemic is visible in all aspects of our lives including
education. With a distinctive rise in e-learning, teaching methods are being undertaken …
education. With a distinctive rise in e-learning, teaching methods are being undertaken …
Positive artificial intelligence in education (P-AIED): A roadmap
The unprecedented global movement of school education to find technological and
intelligent solutions to keep the learning ecosystem working was not enough to recover the …
intelligent solutions to keep the learning ecosystem working was not enough to recover the …
Improving state-of-the-art in detecting student engagement with resnet and tcn hybrid network
Automatic detection of students' engagement in online learning settings is a key element to
improve the quality of learning and to deliver personalized learning materials to them …
improve the quality of learning and to deliver personalized learning materials to them …
A multimodal facial cues based engagement detection system in e-learning context using deep learning approach
Due to the COVID-19 crisis, the education sector has been shifted to a virtual environment.
Monitoring the engagement level and providing regular feedback during e-classes is one of …
Monitoring the engagement level and providing regular feedback during e-classes is one of …
Academic emotion classification using FER: A systematic review
JXY Lek, J Teo - Human Behavior and Emerging Technologies, 2023 - Wiley Online Library
Facial emotion expressions are among the most potent, natural, and powerful means of
human communication. Due to the COVID‐19 pandemic, educational institutions worldwide …
human communication. Due to the COVID‐19 pandemic, educational institutions worldwide …
Engagement detection and enhancement for STEM education through computer vision, augmented reality, and haptics
Abstract STEM (Science, technology, engineering, and mathematics) based education is
being revolutionized with the rapid development of the applications of intelligent Haptics …
being revolutionized with the rapid development of the applications of intelligent Haptics …
Leveraging artificial intelligence to predict young learner online learning engagement
The recent surge of online language learning services in the past decade has benefitted
second language learners. However, there is a lack of understanding of whether learners …
second language learners. However, there is a lack of understanding of whether learners …