Integrating learning styles and adaptive e-learning system: Current developments, problems and opportunities

HM Truong - Computers in human behavior, 2016 - Elsevier
Learning styles which refer to students' preferred ways to learn can play an important role in
adaptive e-learning systems. With the knowledge of different styles, the system can offer …

Student modeling approaches: A literature review for the last decade

K Chrysafiadi, M Virvou - Expert Systems with Applications, 2013 - Elsevier
This paper constitutes a literature review on student modeling for the last decade. The
review aims at answering three basic questions on student modeling: what to model, how …

Learning style detection in E-learning systems using machine learning techniques

F Rasheed, A Wahid - Expert Systems with Applications, 2021 - Elsevier
Learning style plays a vital role in hel** students retain learned concepts for a longer time
and also improves the understanding of the concepts. Learning styles in offline and online …

Learning style Identifier: Improving the precision of learning style identification through computational intelligence algorithms

J Bernard, TW Chang, E Popescu, S Graf - Expert Systems with …, 2017 - Elsevier
Identifying students' learning styles has several benefits such as making students aware of
their strengths and weaknesses when it comes to learning and the possibility to personalize …

Automatic detection of learning styles: state of the art

J Feldman, A Monteserin, A Amandi - Artificial Intelligence Review, 2015 - Springer
A learning style describes the attitudes and behaviors, which determine an individual's
preferred way of learning. Learning styles are particularly important in educational settings …

Feature evaluation of emerging e-learning systems using machine learning: An extensive survey

SM Aslam, AK Jilani, J Sultana, L Almutairi - IEEE Access, 2021 - ieeexplore.ieee.org
As of late, with the progression of AI and man-made brainpower, there has been a
develo** spotlight on versatile e-learning. As all ways to deal with e-learning lose their …

Comparing strategies for modeling students learning styles through reinforcement learning in adaptive and intelligent educational systems: An experimental analysis

FA Dorça, LV Lima, MA Fernandes… - Expert Systems with …, 2013 - Elsevier
A huge number of studies attest that learning is facilitated if teaching strategies are in
accordance with students learning styles, making the learning process more effective and …

Systematic literature review for the use of AI based techniques in adaptive learning management systems

VK Nadimpalli, F Hauser, D Bittner… - Proceedings of the 5th …, 2023 - dl.acm.org
Nowadays, learning management systems are widely employed in all educational
institutions to instruct students as a result of the increasing in online usage. Today's learning …

A proposed architectural learner model for a personalized learning environment

Y Bellarhmouch, A Jeghal, H Tairi… - Education and Information …, 2023 - Springer
Nowadays, the need for e-learning is amplified, especially after the Covid-19 pandemic. E-
learning platforms present a solution for the continuity of the learning process. Learners are …

An evolving learning style detection approach for online education using bipartite graph embedding

BA Muhammad, C Qi, Z Wu, HK Ahmad - Applied Soft Computing, 2024 - Elsevier
The increasingly widespread online education recently enabled a new form of teaching,
learning, and overall educational outcome. However, the need of personalization is required …