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 …

Learner modelling: systematic review of the literature from the last 5 years

A Abyaa, M Khalidi Idrissi, S Bennani - Educational Technology Research …, 2019 - Springer
The field of adaptive e-learning is continuously developing. More research is being
conducted in this area as adaptive e-learning aims to provide learners with adaptive …

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 …

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 …

Learning styles based adaptive intelligent tutoring systems: Document analysis of articles published between 2001. and 2016

K Amit, S Ninni, AN Jyothi - International Journal of Cognitive …, 2017 - cyberleninka.ru
Actualizing instructional intercessions to suit learner contrasts has gotten extensive
consideration. Among these individual contrast factors, the observational confirmation in …

Educational recommendation system utilizing learning styles: a systematic literature review

V Thongchotchat, Y Kudo, Y Okada, K Sato - IEEE Access, 2023 - ieeexplore.ieee.org
Learning styles, learners' preferred ways to learn, can be applied to design personalized
learning courses for the individual learner. One of those applications is the recommender …

Recommender system utilizing learning style: Systematic literature review

V Thongchotchat, K Sato, H Suto - 2021 6th International …, 2021 - ieeexplore.ieee.org
Learning style is the preference way of learning which can be applied with recommender
system to develop the computer-support learning system which can make the tailored …

Knowledge Graph-Assisted Multi-task Feature-Based Course Recommendation Algorithm.

W Hao, XU Xingjian, M Fanjun - Journal of Computer …, 2021 - search.ebscohost.com
When collecting online learning information, there is a general lack of data, which makes the
recommendation of course resources may be unsatisfactory due to sparse data. In order to …

Modelling experts' behavior with e-valUAM to measure computer science skills

P Molins-Ruano, P Rodriguez, S Atrio… - Computers in Human …, 2016 - Elsevier
In this work we present an evaluation method that focuses on experts' behavior instead of
the traditional scores based just on the number of correct answers. The method presented …

Tyche Algorithm: Markov Models for Generating Learning Paths in Learning Management Systems

S Staufer, F Bugert, F Hauser, L Grabinger… - INTED2024 …, 2024 - library.iated.org
In the intricate tapestry of the cosmos, where celestial threads weave stories of destiny, an
enigmatic deity stands at the intersection of chance and fate—Tyche, the goddess of fortune …