Individual differences and personalized learning: a review and appraisal
SY Chen, JH Wang - Universal Access in the Information Society, 2021 - Springer
Personalized learning allows students to pursue individual learning goals at their own pace.
Such a benefit is achieved by understanding each individual's needs. Hence, it is important …
Such a benefit is achieved by understanding each individual's needs. Hence, it is important …
Emotions matter: A systematic review and meta-analysis of the detection and classification of students' emotions in stem during online learning
In recent years, the rapid growth of online learning has highlighted the need for effective
methods to monitor and improve student experiences. Emotions play a crucial role in …
methods to monitor and improve student experiences. Emotions play a crucial role in …
Automatic recognition of student emotions from facial expressions during a lecture
Emotions are of great significance in education as in all areas of human life. It is
acknowledged that, although the cultures of people, the environment where they live, and …
acknowledged that, although the cultures of people, the environment where they live, and …
Facial emotion recognition of students using convolutional neural network
I Lasri, AR Solh, M El Belkacemi - 2019 third international …, 2019 - ieeexplore.ieee.org
Nowadays, deep learning techniques know a big success in various fields including
computer vision. Indeed, a convolutional neural networks (CNN) model can be trained to …
computer vision. Indeed, a convolutional neural networks (CNN) model can be trained to …
Facial expression recognition with convolutional neural networks
Emotions are a powerful tool in communication and one way that humans show their
emotions is through their facial expressions. One of the challenging and powerful tasks in …
emotions is through their facial expressions. One of the challenging and powerful tasks in …
Modeling adaptive E-learning environment using facial expressions and fuzzy logic
M Megahed, A Mohammed - Expert Systems with Applications, 2020 - Elsevier
The integration of two or more intelligent systems, such as deep neural networks and fuzzy
techniques, results in so-called hybrid intelligent systems. These have recently attracted …
techniques, results in so-called hybrid intelligent systems. These have recently attracted …
Real-time emotional health detection using fine-tuned transfer networks with multimodal fusion
Recognizing and regulating human emotion or a wave of riding emotions are a vital life skill
as it can play an important role in how a person thinks, behaves and acts. Accurate real-time …
as it can play an important role in how a person thinks, behaves and acts. Accurate real-time …
Feature evaluation of emerging e-learning systems using machine learning: An extensive survey
As of late, with the progression of AI and man-made brainpower, there has been a
develo** spotlight on versatile e-learning. As all ways to deal with e-learning lose their …
develo** spotlight on versatile e-learning. As all ways to deal with e-learning lose their …
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 …
How multiple levels of metacognitive awareness operate in collaborative problem solving
Metacognitive awareness is knowing about learners' own thinking and learning, facilitated
by introspection and self-evaluation. Although metacognitive functions are personal, they …
by introspection and self-evaluation. Although metacognitive functions are personal, they …