Foundations of online learning: Challenges and opportunities
Online learning—learning that involves interactions that are mediated through using digital,
typically internet-based, technology—is pervasive, multi-faceted, and evolving, creating …
typically internet-based, technology—is pervasive, multi-faceted, and evolving, creating …
[HTML][HTML] Application and theory gaps during the rise of artificial intelligence in education
Considering the increasing importance of Artificial Intelligence in Education (AIEd) and the
absence of a comprehensive review on it, this research aims to conduct a comprehensive …
absence of a comprehensive review on it, this research aims to conduct a comprehensive …
Classifying emotions and engagement in online learning based on a single facial expression recognition neural network
In this article, behaviour of students in the e-learning environment is analyzed. The novel
pipeline is proposed based on video facial processing. At first, face detection, tracking and …
pipeline is proposed based on video facial processing. At first, face detection, tracking and …
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 …
Survey on deep neural networks in speech and vision systems
This survey presents a review of state-of-the-art deep neural network architectures,
algorithms, and systems in speech and vision applications. Recent advances in deep …
algorithms, and systems in speech and vision applications. Recent advances in deep …
[HTML][HTML] A multi-perspective study on artificial intelligence in education: Grants, conferences, journals, software tools, institutions, and researchers
With the rapid development of artificial intelligence (AI) technologies and a continuously
growing interest in their application in educational contexts, there has been significant …
growing interest in their application in educational contexts, there has been significant …
[HTML][HTML] AI-based learning content generation and learning pathway augmentation to increase learner engagement
Retaining learner engagement is a major challenge in online learning environments, which
is even more intensified with learning spaces increasingly built by combining resources from …
is even more intensified with learning spaces increasingly built by combining resources from …
An intelligent system for monitoring students' engagement in large classroom teaching through facial expression recognition
Students' disengagement problem has become critical in the modern scenario due to
various distractions and lack of student‐teacher interactions. This problem is exacerbated …
various distractions and lack of student‐teacher interactions. This problem is exacerbated …
Automated detection of engagement using video-based estimation of facial expressions and heart rate
We explored how computer vision techniques can be used to detect engagement while
students (N= 22) completed a structured writing activity (draft-feedback-review) similar to …
students (N= 22) completed a structured writing activity (draft-feedback-review) similar to …
Attentive or not? Toward a machine learning approach to assessing students' visible engagement in classroom instruction
Teachers must be able to monitor students' behavior and identify valid cues in order to draw
conclusions about students' actual engagement in learning activities. Teacher training can …
conclusions about students' actual engagement in learning activities. Teacher training can …