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 path recommendation based on modified variable length genetic algorithm

P Dwivedi, V Kant, KK Bharadwaj - Education and information …, 2018 - Springer
With the rapid advancement of information and communication technologies, e-learning has
gained a considerable attention in recent years. Many researchers have attempted to …

A conversational intelligent tutoring system to automatically predict learning styles

A Latham, K Crockett, D McLean, B Edmonds - Computers & Education, 2012 - Elsevier
This paper proposes a generic methodology and architecture for developing a novel
conversational intelligent tutoring system (CITS) called Oscar that leads a tutoring …

Association of learning styles with different e-learning problems: a systematic review and classification

A Khamparia, B Pandey - Education and Information Technologies, 2020 - Springer
Due to increase in complexity of modelling human behaviour in virtual environment,
traditional or conventional didactic learning is limited in providing flexible or dynamic e …

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 …

Collaborative optimization algorithm for learning path construction in E-learning

V Vanitha, P Krishnan, R Elakkiya - Computers & Electrical Engineering, 2019 - Elsevier
In e-learning, learning object sequencing is a challenging task. It is difficult to sequence
learning objects manually due to their abundant availability and the numerous combinations …

Individual differences and personalized learning: a review and appraisal

SY Chen, JH Wang - Universal Access in the Information Society, 2021 - Springer
Personalized learning allows students to pursue individual learning goals at their own pace.
Such a benefit is achieved by understanding each individual's needs. Hence, it is important …

An evolutionary approach for personalization of content delivery in e-learning systems based on learner behavior forcing compatibility of learning materials

BCL Christudas, E Kirubakaran… - Telematics and Informatics, 2018 - Elsevier
This paper presents an evolutionary approach for personalizing learning content for
individual learners from a very large database in an e-learning system. The proposed work …

Learning content design and learner adaptation for adaptive e-learning environment: a survey

KR Premlatha, TV Geetha - Artificial Intelligence Review, 2015 - Springer
This paper presents a survey about learning content designs and various adaptation levels,
in order to adapt the learners' necessities in e-learning environment. Normally, learners …