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Learning Style and Behavior Analysis: A Study on the Learning Management System Manhali

by Ismail El Haddioui, Mohamed Khaldi
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 56 - Number 4
Year of Publication: 2012
Authors: Ismail El Haddioui, Mohamed Khaldi
10.5120/8877-2862

Ismail El Haddioui, Mohamed Khaldi . Learning Style and Behavior Analysis: A Study on the Learning Management System Manhali. International Journal of Computer Applications. 56, 4 ( October 2012), 9-15. DOI=10.5120/8877-2862

@article{ 10.5120/8877-2862,
author = { Ismail El Haddioui, Mohamed Khaldi },
title = { Learning Style and Behavior Analysis: A Study on the Learning Management System Manhali },
journal = { International Journal of Computer Applications },
issue_date = { October 2012 },
volume = { 56 },
number = { 4 },
month = { October },
year = { 2012 },
issn = { 0975-8887 },
pages = { 9-15 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume56/number4/8877-2862/ },
doi = { 10.5120/8877-2862 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:57:58.625596+05:30
%A Ismail El Haddioui
%A Mohamed Khaldi
%T Learning Style and Behavior Analysis: A Study on the Learning Management System Manhali
%J International Journal of Computer Applications
%@ 0975-8887
%V 56
%N 4
%P 9-15
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper presents a study performed on the Learning Management System Manhali used to analyze and evaluate the learners' online behavior. This study is addressed to first year students in computer science to study their learning style from behavior data on the e-learning platform, or from other tools to measure learning style such as the ILS questionnaire of Felder and Silverman. The paper also introduces the main components of the learner profile of our e-learning system and the method that we created to evaluate and regroup learners according to their behavior on the platform.

References
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  2. EL HADDIOUI Ismail and KHALDI Mohamed (2012). "Learner Behavior Analysis through Eye Tracking". International Journal of Computer Science Research and Application (IJCSRA), Volume 2, Issue 2, April 2012, pp. 11-18.
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Index Terms

Computer Science
Information Sciences

Keywords

Learner modeling learner profile learner behavior learning style behavioral analysis system

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