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
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 …
The faces of engagement: Automatic recognition of student engagementfrom facial expressions
Student engagement is a key concept in contemporary education, where it is valued as a
goal in its own right. In this paper we explore approaches for automatic recognition of …
goal in its own right. In this paper we explore approaches for automatic recognition of …
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 …
Prediction and localization of student engagement in the wild
Digital revolution has transformed the traditional teaching procedures, students are going
online to access study materials. It is realised that analysis of student engagement in an e …
online to access study materials. It is realised that analysis of student engagement in an e …
Deep recurrent multi-instance learning with spatio-temporal features for engagement intensity prediction
This paper elaborates the winner approach for engagement intensity prediction in the
EmotiW Challenge 2018. The task is to predict the engagement level of a subject when he or …
EmotiW Challenge 2018. The task is to predict the engagement level of a subject when he or …
What if social robots look for productive engagement? Automated assessment of goal-centric engagement in learning applications
In educational HRI, it is generally believed that a robots behavior has a direct effect on the
engagement of a user with the robot, the task at hand and also their partner in case of a …
engagement of a user with the robot, the task at hand and also their partner in case of a …
A deep learning approach to detecting engagement of online learners
Online learning environments enable learning for the online learners. The motivational
factors, like engagement, play an important role in effective learning. However, the learning …
factors, like engagement, play an important role in effective learning. However, the learning …
Continuous performance feedback: investigating the effects of feedback content and feedback sources on performance, motivation to improve performance and task …
Organizations are increasingly replacing performance ratings with continuous feedback
systems. The current study assesses how people react to continuous performance feedback …
systems. The current study assesses how people react to continuous performance feedback …
Factorized variational autoencoders for modeling audience reactions to movies
Matrix and tensor factorization methods are often used for finding underlying low-
dimensional patterns from noisy data. In this paper, we study non-linear tensor factoriza-tion …
dimensional patterns from noisy data. In this paper, we study non-linear tensor factoriza-tion …