AI-based personalized e-learning systems: Issues, challenges, and solutions
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 …
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
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 …
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 …
engagement, so designing appropriate adaptive e-learning environments contributes to …
Identification of personal traits in adaptive learning environment: Systematic literature review
An adaptive learning environment provides personalised information to the learner through
self-directed study. An adaptive learning environment model can be subdivided into a …
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
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 …
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 …
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 …
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
Learning styles are critical to educational psychology, especially when investigating various
contextual factors that interact with individual learning styles. Drawing upon Biglan's …
contextual factors that interact with individual learning styles. Drawing upon Biglan's …
Adaptive learning in computer science education: A scoping review
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 …
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 …
provides a concrete way for instructors to personalize the learning to be made available to …