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 …

Learning style based individualized adaptive e-learning environments: Content analysis of the articles published from 2005 to 2014

Ö Özyurt, H Özyurt - Computers in Human Behavior, 2015 - Elsevier
The studies on creating learning environments based on differences in learning styles have
gained importance in recent years. Learning styles are one of the most important parameters …

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 helping students retain learned concepts for a longer time
and also improves the understanding of the concepts. Learning styles in offline and online …

Adaptive educational hypermedia accommodating learning styles: A content analysis of publications from 2000 to 2011

Y Akbulut, CS Cardak - Computers & Education, 2012 - Elsevier
Implementing instructional interventions to accommodate learner differences has received
considerable attention. Among these individual difference variables, the empirical evidence …

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 …

Adaptation provisioning with respect to learning styles in a Web‐based educational system: an experimental study

E Popescu - Journal of computer assisted learning, 2010 - Wiley Online Library
Personalized instruction is seen as a desideratum of today's e‐learning systems. The focus
of this paper is on those platforms that use learning styles as personalization criterion called …

Use of Felder and Silverman learning style model for online course design

MM El-Bishouty, A Aldraiweesh, U Alturki… - Educational Technology …, 2019 - Springer
Abstract Learning Management Systems are used in millions of higher education courses,
across various countries and disciplines. Teachers build courses reflecting their individual …

An Automatic and Dynamic Approach for Personalized Recommendation of Learning Objects Considering Students Learning Styles: An Experimental Analysis.

FA Dorça, RD Araújo, VC De Carvalho… - Informatics in …, 2016 - ceeol.com
Content personalization in educational systems is an increasing research area. Studies
show that students tend to have better performances when the content is customized …

An adaptation algorithm for an intelligent natural language tutoring system

A Latham, K Crockett, D McLean - Computers & Education, 2014 - Elsevier
The focus of computerised learning has shifted from content delivery towards personalised
online learning with Intelligent Tutoring Systems (ITS). Oscar Conversational ITS (CITS) is a …

On recommendation of learning objects using felder-silverman learning style model

SM Nafea, F Siewe, Y He - IEEE Access, 2019 - ieeexplore.ieee.org
The e-learning recommender system in learning institutions is increasingly becoming the
preferred mode of delivery, as it enables learning anytime, anywhere. However, delivering …