Student behaviour analysis to detect learning styles using decision tree, Naïve Bayes, And K-Nearest Neighbor method in moodle learning management system

ST Sianturi, UL Yuhana - IPTEK The Journal for Technology and …, 2022 - iptek.its.ac.id
A learning management system (LMS) manages online learning and facilitates inter-action
in the teaching and learning processes. Teachers can use LMS to determine student …

Automatic detection of students learning style in learning management system

T Sheeba, R Krishnan - Smart Technologies and Innovation for a …, 2019 - Springer
Learning style is one of the major factors of student performance in any learning
environment. Determining the learning style of students enhances the performance of …

Automatic detection of learning styles in learning management systems by using literature-based method

N Ahmad, Z Tasir, J Kasim, H Sahat - Procedia-Social and Behavioral …, 2013 - Elsevier
Previous studies showed that automatic approach as a better approach to identify learning
style in online learning because it is based on the actual students' behaviour pattern while …

Classification of learning styles using behavioral features and twin support vector machine

J Nasiri, AM Mir, S Fatahi - Technology of Education Journal (TEJ), 2019 - jte.sru.ac.ir
Background and Objective: Internet and computer access have created opportunities for e-
learning. Easier access to resources and freedom of action for users is one of the benefits of …

An adaptive mechanism for Moodle based on automatic detection of learning styles

I Karagiannis, M Satratzemi - Education and Information Technologies, 2018 - Springer
This paper proposes an automatic approach that detects students' learning styles in order to
provide adaptive courses in Moodle. This approach is based on students' responses to the …

Prediction of student learning style using modified decision tree algorithm in e-learning system

T Sheeba, R Krishnan - … of the 2018 International Conference on Data …, 2018 - dl.acm.org
Learning style is an important factor that accounts for the individual student learning in any
learning environment. Every student has a different learning style and different ways to …

Integrated Model for Identifying the Learning Style of the Students Using Machine Learning Techniques: An Approach of Felder Silverman Learning Style Model …

W Wanniarachchi, HK Premadasa - 2023 - ir.kdu.ac.lk
Identifying students' learning behaviours in learning environments is an essential factor in
the success of the lifelong learning process. The intention of the research is to propose a …

[PDF][PDF] Automatic detection of learning styles on learning management systems using data mining technique

S Rajper, NA Shaikh, ZA Shaikh… - Indian Journal …, 2016 - sciresol.s3.us-east-2.amazonaws …
Objectives: Automatic detection of E-learners' learning styles is an important requirement for
personalized e-learning. The present study proposes the detection of students' learning …

Student behavior analysis to detect learning styles in Moodle learning management system

Y Ikawati, MUH Al Rasyid… - 2020 International …, 2020 - ieeexplore.ieee.org
E-learning is distance learning that uses computer technology, networks of computers and
the internet. E-Learning allows students to study via computers in their respective places …

Automatic detection of learning styles in learning management system by using literature-based method and support vector machine

ES Amir, M Sumadyo, DI Sensuse… - 2016 International …, 2016 - ieeexplore.ieee.org
Each learner has their own preferences in the learning process. Differences in preferences
are closely related to the learning style of each learner. Personalization of e-learning is an …