Decision Support System Framework for Personalized Adaptive Learning based on Behavioral Modelling

WFF Yahya, F Mohd, NIM Daud, N Zamin - 2020 - myscholar.umk.edu.my
Learning style (LS) is a method of how students receive and process information. It describe
how they collect, sift through, organize and interpret the information. Each student has a …

An Architecture of Decision Support System for Visual-Auditory-Kinesthetic (VAK) Learning Styles Detection Through Behavioral Modelling

F Mohd, S Ismail, MA Jalil… - … of Innovation in …, 2019 - ijies.sie.telkomuniversity.ac.id
Learning style (LS) is a description of the attitudes and behaviors which determine an
individual's preferred way of learning. Since each student has different LS, it is important for …

Automatic detection of learning styles based on dynamic Bayesian network in adaptive e-learning system

L Mahnane, M Hafidi - International Journal of Innovation …, 2016 - inderscienceonline.com
A large number of studies attest that learning is facilitated if the teaching strategies are in
accordance with the students learning styles (LS), making the learning process more …

An AI-based learning style prediction model for personalized and effective learning

VT Lokare, PM Jadhav - Thinking Skills and Creativity, 2024 - Elsevier
In the rapidly evolving landscape of education, personalized learning has emerged as a key
pedagogical approach to meet the diverse needs of learners. This study presents an AI …

[HTML][HTML] Enhancing personalized learning: AI-driven identification of learning styles and content modification strategies

MKH Kanchon, M Sadman, KF Nabila… - International Journal of …, 2024 - Elsevier
In the rapidly advancing era of educational technology, customized learning materials have
the potential to enhance individuals' learning capacities. This research endeavors to devise …

Learning style detection by using literature-based approach: A conceptual design

MP Hamzah - 2014 - dac.umt.edu.my
Learning style refers to student's different methods in approaching learning and gaining
knowledge. It is important for educators to understanding different learning styles among …

A Student Learning Style Auto-Detection Model in a Learning Management System

AB Rashid, RRR Ikram, Y Thamilarasan… - … , Technology & Applied …, 2023 - etasr.com
Learning style plays an important role in enabling students to have an efficient learning
process. This paper proposes an auto-detection model of student learning styles in learning …

[PDF][PDF] AIOLSD: Adaptive and Intelligent Online Learning System Design

K Saroha, D Sachan - jet-m.com
With the evolution of internet in the field of education, online learning has gained a broader
scope in past few years. Even during the situation of covid-19 pandemic, online learning is …

[PDF][PDF] Integrated stochastic and literate based driven approaches in learning style identification for personalized E-learning purpose

DSS Sahid, LE Nugroho, PI Santosa - Int. J. Adv. Sci. Eng. Inf …, 2017 - researchgate.net
This paper presents integrated stochastic and literate based driven approaches in learning
style identification for personalized e-learning purpose. Shifting a paradigm in education …

[HTML][HTML] Predict student learning styles and suitable assessment methods using click stream

AR Sayed, MH Khafagy, M Ali, MH Mohamed - Egyptian Informatics Journal, 2024 - Elsevier
Adaptive learning, which aims to give each learner engaging, effective learning
experiences, is one method of offering modified education. Adaptive learning seeks to …