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 …

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 …

Simulations to teach science subjects: Connections among students' engagement, self-confidence, satisfaction, and learning styles

F Almasri - Education and Information Technologies, 2022 - Springer
With the increasing technology integration practices in education, the adoption of computer
simulations to teach conceptual understanding of science concepts is widely accepted by …

'Destroying barriers to critical thinking'to surge the effect of self-leadership skills on electronic learning styles

M Durnali - Thinking Skills and Creativity, 2022 - Elsevier
A good deal of data-driven results of current research supported the importance of fostering
critical thinking skills of teachers and students. Particularly, there has been a debate about …

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 …

Bireysel farklılıklar kapsamında çevrimiçi öğrenme araştırmalarına ilişkin sistematik bir derleme

H ILGAZ - Journal of Theoretical Educational Science, 2018 - dergipark.org.tr
e-Öğrenme aynı anda büyük kitlelere ulaşmada, eğitim-öğretim faaliyetleri yürütmede etkili,
hızlı ve verimli çözümler sunabilmektedir. Birbirinden farklı özelliklere sahip katılımcıların …

An intelligent fuzzy rule-based e-learning recommendation system for dynamic user interests

S Pariserum Perumal, G Sannasi… - The Journal of …, 2019 - Springer
A relevant and suitable content recommendation is an important and challenging task in e-
learning. Relevant terms are retrieved in a recommender system that should also cope with …

Development & evaluation of e-learning module based on visual and global preferences using a user-centered design approach

H Santoso, PH Putra - International Journal of Emerging …, 2021 - learntechlib.org
Students develop various learning styles based on their preferences and learning habits. To
serve different learning styles in a class with a number of students using the conventional …

Improving EFL learning outcomes by using interactive multimedia approach

A Nabung - Premise: Journal of English Education and …, 2023 - ojs.fkip.ummetro.ac.id
The dynamic lingkage of interactive multimedia approach and learning styles can effect the
EFL students' learning outcomes. In this present research, the combination of text, video …

Development and evaluation of a mobile-learning application based on the felder-silverman learning styles model

R Isal, H Santoso, E Novandi - International Journal of Emerging …, 2021 - learntechlib.org
Every student has a different learning style. Not all of these learning styles can be facilitated
through classroom learning. Mobile learning (m-learning) is the use of mobile technology to …