An approach for automatic detection of students learning styles in Moodle: Implementation and Evaluation

Learning Management Systems (LMS) are widely used for distance learning courses, mainly due to their usability and the variety of tools they offer to the teacher for the organization and management of the course. These systems, however, have a major drawback. They do not consider a student’s learning style and deliver the same set of educational resources to all students. In order to adapt the course to students’ preferences, thedetection of their learning styles is required. This paper presents a method that was implemented for the automatic detection of students learning styles in Moodle as well as the results that emerged from its evaluation.

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Publication Details

Journal
International Journal of Educational Innovation.
Published
2025-09-02
DOI
https://doi.org/10.69685/upmr5638
Primary Topic
Learning Styles and Cognitive Differences
Type
article
Field-Weighted Citation Impact
0.00
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article

An approach for automatic detection of students learning styles in Moodle: Implementation and Evaluation

KostopoulosS Ioannis
International Journal of Educational Innovation.
Learning Styles and Cognitive Differences
article

An approach for automatic detection of students learning styles in Moodle: Implementation and Evaluation

KostopoulosS Ioannis
article en

Abstract

Learning Management Systems (LMS) are widely used for distance learning courses, mainly due to their usability and the variety of tools they offer to the teacher for the organization and management of the course. These systems, however, have a major drawback. They do not consider a student’s learning style and deliver the same set of educational resources to all students. In order to adapt the course to students’ preferences, thedetection of their learning styles is required. This paper presents a method that was implemented for the automatic detection of students learning styles in Moodle as well as the results that emerged from its evaluation.

International Journal of Educational Innovation.Vol. 4(4)
Openalex Percentile: Top 75%
Learning Styles and Cognitive Differences
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