Automatic engagement estimation in smart education/learning settings: a systematic review of engagement definitions, datasets, and methods
SN Karimah, S Hasegawa - Smart Learning Environments, 2022 - Springer
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 …
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 …
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 …
Deep facial spatiotemporal network for engagement prediction in online learning
J Liao, Y Liang, J Pan - Applied Intelligence, 2021 - Springer
Recently, online learning has been gradually accepted and approbated by the public. In this
context, an effective prediction of students' engagement can help teachers obtain timely …
context, an effective prediction of students' engagement can help teachers obtain timely …
Student engagement detection using emotion analysis, eye tracking and head movement with machine learning
With the increase of distance learning, in general, and e-learning, in particular, having a
system capable of determining the engagement of students is of primordial importance, and …
system capable of determining the engagement of students is of primordial importance, and …
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 …
RAISE: Robotics & AI to improve STEM and social skills for elementary school students
The authors present the design and implementation of an exploratory virtual learning
environment that assists children with autism (ASD) in learning science, technology …
environment that assists children with autism (ASD) in learning science, technology …
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 …
Towards an integrated framework to measure user engagement with interactive or physical products
IA Castiblanco Jimenez, JS Gomez Acevedo… - International Journal on …, 2023 - Springer
Building great products or services is not easy; users want products and services that
exceed their expectations and evolve with their needs; it is not just about building the right …
exceed their expectations and evolve with their needs; it is not just about building the right …
Computer vision and human behaviour, emotion and cognition detection: A use case on student engagement
Computer vision has shown great accomplishments in a wide variety of classification,
segmentation and object recognition tasks, but tends to encounter more difficulties when …
segmentation and object recognition tasks, but tends to encounter more difficulties when …