Engagement detection in online learning: a review

M Dewan, M Murshed, F Lin - Smart Learning Environments, 2019 - Springer
Online learners participate in various educational activities including reading, writing,
watching video tutorials, online exams, and online meetings. During the participation in …

E-learning enhancement through educational data mining with Covid-19 outbreak period in backdrop: A review

K Aulakh, RK Roul, M Kaushal - International journal of educational …, 2023 - Elsevier
E-learning is fast becoming an integral part of the teaching-learning process, particularly
after the outbreak of Covid-19 pandemic. Educational institutions across the globe are …

Gaze tutor: A gaze-reactive intelligent tutoring system

S D'Mello, A Olney, C Williams, P Hays - International Journal of human …, 2012 - Elsevier
We developed an intelligent tutoring system (ITS) that aims to promote engagement and
learning by dynamically detecting and responding to students' boredom and …

Positive artificial intelligence in education (P-AIED): A roadmap

II Bittencourt, G Chalco, J Santos, S Fernandes… - International Journal of …, 2024 - Springer
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 …

[HTML][HTML] Affective state prediction of E-learner using SS-ROA based deep LSTM

S Rathi, KK Hiran, S Sakhare - Array, 2023 - Elsevier
An affective state of a learner in E-learning has gained enormous interest. The prediction of
the emotional state of a learner can enhance the outcome of learning by including …

Data mining and education

KR Koedinger, S D'Mello… - Wiley …, 2015 - Wiley Online Library
An emerging field of educational data mining (EDM) is building on and contributing to a wide
variety of disciplines through analysis of data coming from various educational technologies …

Monitoring, awareness and reflection in blended technology enhanced learning: a systematic review

MJ Rodríguez-Triana, LP Prieto… - International …, 2017 - inderscienceonline.com
Education is experiencing a paradigm shift towards blended learning models in technology-
enhanced learning (TEL). Despite the potential benefits of blended learning, it also entails …

Analyzing the relationships between learners' motivation and observable engaged behaviors in a gamified learning environment

E Lavoué, Q Ju, S Hallifax, A Serna - International Journal of Human …, 2021 - Elsevier
Over the last ten years, gamification has been widely integrated in digital learning
environments as a way to increase learners' motivation. However, little is known about …

A Survey of Educational Data-Mining Research.

RA Huebner - Research in higher education journal, 2013 - ERIC
Educational data mining (EDM) is an emerging discipline that focuses on applying data
mining tools and techniques to educationally related data. The discipline focuses on …

A survey on educational data mining and research trends

R Jindal, MD Borah - International Journal of Database …, 2013 - search.proquest.com
Abstract Educational Data Mining (EDM) is an emerging field exploring data in educational
context by applying different Data Mining (DM) techniques/tools. It provides intrinsic …