AI-based personalized e-learning systems: Issues, challenges, and solutions

M Murtaza, Y Ahmed, JA Shamsi, F Sherwani… - IEEE …, 2022 - ieeexplore.ieee.org
A personalized e-learning system is effective in imparting enhanced learning to its users. As
compared to a conventional e-learning system, which provides similar contents to each …

Systematic review of adaptive learning research designs, context, strategies, and technologies from 2009 to 2018

F Martin, Y Chen, RL Moore, CD Westine - … Technology Research and …, 2020 - Springer
This systematic review of research on adaptive learning used a strategic search process to
synthesize research on adaptive learning based on publication trends, instructional context …

Adaptive e-learning environment based on learning styles and its impact on development students' engagement

HA El-Sabagh - International Journal of Educational Technology in …, 2021 - Springer
Adaptive e-learning is viewed as stimulation to support learning and improve student
engagement, so designing appropriate adaptive e-learning environments contributes to …

Identification of personal traits in adaptive learning environment: Systematic literature review

NBA Normadhi, L Shuib, HNM Nasir, A Bimba… - Computers & …, 2019 - Elsevier
An adaptive learning environment provides personalised information to the learner through
self-directed study. An adaptive learning environment model can be subdivided into a …

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 …

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 …

In-service teachers' TPACK development through an adaptive e-learning environment (ALE)

MAN Elmaadaway, YAM Abouelenein - Education and Information …, 2023 - Springer
Due to the effects of the COVID-19 crisis on educational institutions, schools had to close
and switch to online education. Training in-service teachers to incorporate and utilize …

Differentiating the learning styles of college students in different disciplines in a college English blended learning setting

J Hu, Y Peng, X Chen, H Yu - PloS one, 2021 - journals.plos.org
Learning styles are critical to educational psychology, especially when investigating various
contextual factors that interact with individual learning styles. Drawing upon Biglan's …

Adaptive learning in computer science education: A scoping review

PLS Barbosa, RAF Carmo, JPP Gomes… - Education and Information …, 2024 - Springer
Adaptive learning is a teaching approach aiming to personalize the learning experience for
each student. In Computer Science Education (CSE), Adaptive Learning Systems (ALS) can …

A robust classification to predict learning styles in adaptive E-learning systems

I Azzi, A Jeghal, A Radouane, A Yahyaouy… - Education and …, 2020 - Springer
Abstract In E-Learning Systems, the automatic detection of the learners' learning styles
provides a concrete way for instructors to personalize the learning to be made available to …