Personalized adaptive learning technologies based on machine learning techniques to identify learning styles: A systematic literature review

SG Essa, T Celik, NE Human-Hendricks - IEEE Access, 2023 - ieeexplore.ieee.org
Artificial intelligence (AI) approaches have been used in personalised adaptive education
systems to overcome the limitations of statically determined learning styles (LSs). These …

AI-based learning style detection in adaptive learning systems: a systematic literature review

A Ezzaim, A Dahbi, A Aqqal, A Haidine - Journal of Computers in …, 2024 - Springer
The integration of AI in education, particularly in adaptive learning, emphasizes the critical
need for automatic detection of individual learning styles. Traditional methods such as tests …

A comprehensive exploration of personalized learning in smart education: From student modeling to personalized recommendations

S Wu, Y Cao, J Cui, R Li, H Qian, B Jiang… - arxiv preprint arxiv …, 2024 - arxiv.org
With the development of artificial intelligence, personalized learning has attracted much
attention as an integral part of intelligent education. China, the United States, the European …

The Impact of Implementing a Moodle Plug-in as an AI-based Adaptive Learning Solution on Learning Effectiveness: Case of Morocco.

A Ezzaim, A Dahbi, A Haidine… - International Journal of …, 2024 - search.ebscohost.com
This article presents feedback on the implementation of an Artificial Intelligence-based
adaptive learning Moodle plugin aimed at enhancing the engagement levels and academic …

A student learning style auto-detection model in a learning management system

AB Rashid, RRR Ikram, Y Thamilarasan… - … , Technology & Applied …, 2023 - etasr.com
Learning style plays an important role in enabling students to have an efficient learning
process. This paper proposes an auto-detection model of student learning styles in learning …

AdPisika: an adaptive e-learning system utilizing k-means clustering, decision tree, and bayesian network based on felder-silverman model to enhance physics …

GD Riva, J Chongco, JJ Paguio… - Applied Engineering …, 2023 - pubs2.ascee.org
Amid the shift to online learning during the COVID-19 outbreak, the academic performance
of students has become a concern. To address this, Adaptive Learning Systems (ALS) have …

Custom Learning: An Educational Content Recommendation System Based on Learning Styles

KPJ Niama, D Almache, D Pastor, D Avila… - Ubiquitous …, 2024 - search.proquest.com
Custom learning focuses on understanding the unique learning styles of students. This
strategy will allow us to adapt educational content and methodology for personalized …

The Effect of Learning Styles in Training Classes With Call Center Employees: An Experimental Study

KA Royal - 2023 - search.proquest.com
The problem addressed in this research is call center phone employees are subject to
disciplinary action up to and including termination of employment based on their …