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 …

Automatic learning styles prediction: A survey of the State-of-the-Art (2006–2021)

M Raleiras, AH Nabizadeh, FA Costa - Journal of Computers in Education, 2022 - Springer
Learning systems, whether traditional or computerized ones, often have a teacher-based
design and use a “one-size-fits-all” approach. This approach ignores learners' differences …

Detecting students' perception style by using games

J Feldman, A Monteserin, A Amandi - Computers & Education, 2014 - Elsevier
Knowing students' learning styles allows us to improve their experience in an educational
environment. Particularly, the perception style is one of the most important dimensions of the …

Predicting students' learning style using learning analytics: a case study of business management students from India

RK Jena - Behaviour & Information Technology, 2018 - Taylor & Francis
ABSTRACT Business Management Education in India has shown an upward growth trend in
the last couple of decades. Due to the diverse nature of the course, students from diverse …

Pemanfaatan Artificial Intelligence (AI) sebagai Respon Learning Style Mahasiswa

S Supangat, MZB Saringat… - … Konferensi Nasional Ilmu …, 2021 - prosiding.konik.id
Pendidik di Indonesia seringkali menggunakan teknologi distance learning yang
menawarkan sistem pendidikan berupa Learning Management System (LMS). Setiap …

Adapting Fleming-type learning style classifications to deaf student behavior

T Luangrungruang, U Kokaew - Sustainability, 2022 - mdpi.com
This study presents the development of a novel integrated data fusion and assimilation
technique to classify learning experiences and patterns among deaf students using …

[PDF][PDF] New Automatic Hybrid Approach for Tracking Learner Comprehension Progress in the LMS.

K Benabbes, B Hmedna, K Housni… - … Journal of Interactive …, 2022 - researchgate.net
Learning style is a significant learner-difference factor. Each learner has a preferred learning
style and a different way of processing and understanding the novelty. In this paper, a new …

[PDF][PDF] Learning behavior analysis to identify learner's learning style based on machine learning techniques

Z Mehenaoui, Y Lafifi… - Journal of Universal …, 2022 - pdfs.semanticscholar.org
Learning styles cover various attributes related to the attitude and the learning behavior of
individuals. Research and educational theories confirm that considering learning styles in …

Students performance modeling based on behavior pattern

X Zhang, G Sun, Y Pan, H Sun, Y He, J Tan - Journal of Ambient …, 2018 - Springer
Academic performance of college students is the main concern of educational institutions.
Effective and timely predicting performance is not only conducive to the school's Ministry to …

[PDF][PDF] Behavior analysis in a learning environment to identify the suitable learning style

AK Hamada, MZ Rashad, MG Darwesh - International Journal of …, 2011 - academia.edu
Personalized adaptive systems rely heavily on the learning style and the learner's behavior.
Due to traditional teaching methods and high learner/teacher ratios, a teacher faces great …