Analysing the Relationship between Learning Styles and Navigation Behaviour in Web-Based Educational System
The aim of our research is to automatically deduce the learning style from the analysis of browsing behaviour. To find how to deduce the learning style, we are investigating, in this paper, the relationships between the learner‟s navigation behaviour and his/her learning style in web-based learning....
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Hong Kong Bao Long Accounting & Secretarial Limited
2010-12-01
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| Series: | Knowledge Management & E-Learning: An International Journal |
| Subjects: | |
| Online Access: | http://www.kmel-journal.org/ojs/index.php/online-publication/article/view/22/64 |
| _version_ | 1818683732393984000 |
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| author | Nabila Bousbia Issam Rebaï Jean-Marc Labat Amar Balla |
| author_facet | Nabila Bousbia Issam Rebaï Jean-Marc Labat Amar Balla |
| author_sort | Nabila Bousbia |
| collection | DOAJ |
| description | The aim of our research is to automatically deduce the learning style from the analysis of browsing behaviour. To find how to deduce the learning style, we are investigating, in this paper, the relationships between the learner‟s navigation behaviour and his/her learning style in web-based learning. To explore this relation, we carried out an experiment with 27 students of computer science at the engineering school (ESI-Algeria). The students used a hypermedia course on an e-learning platform. The learners‟ navigation behaviour is evaluated using a navigation type indicator that we propose and calculate based on trace analysis. The findings are presented with regard to the learning styles measured using the Index of Learning Styles by (Felder and Solomon 1996). We conclude with a discussion of these results. |
| first_indexed | 2024-12-17T10:39:25Z |
| format | Article |
| id | doaj.art-f79258a28dbb439a9cde8c7b391769c5 |
| institution | Directory Open Access Journal |
| issn | 2073-7904 |
| language | English |
| last_indexed | 2024-12-17T10:39:25Z |
| publishDate | 2010-12-01 |
| publisher | Hong Kong Bao Long Accounting & Secretarial Limited |
| record_format | Article |
| series | Knowledge Management & E-Learning: An International Journal |
| spelling | doaj.art-f79258a28dbb439a9cde8c7b391769c52022-12-21T21:52:18ZengHong Kong Bao Long Accounting & Secretarial LimitedKnowledge Management & E-Learning: An International Journal2073-79042010-12-0124400421Analysing the Relationship between Learning Styles and Navigation Behaviour in Web-Based Educational SystemNabila BousbiaIssam RebaïJean-Marc LabatAmar BallaThe aim of our research is to automatically deduce the learning style from the analysis of browsing behaviour. To find how to deduce the learning style, we are investigating, in this paper, the relationships between the learner‟s navigation behaviour and his/her learning style in web-based learning. To explore this relation, we carried out an experiment with 27 students of computer science at the engineering school (ESI-Algeria). The students used a hypermedia course on an e-learning platform. The learners‟ navigation behaviour is evaluated using a navigation type indicator that we propose and calculate based on trace analysis. The findings are presented with regard to the learning styles measured using the Index of Learning Styles by (Felder and Solomon 1996). We conclude with a discussion of these results.http://www.kmel-journal.org/ojs/index.php/online-publication/article/view/22/64Learning stylenavigation behaviourtrace analysis |
| spellingShingle | Nabila Bousbia Issam Rebaï Jean-Marc Labat Amar Balla Analysing the Relationship between Learning Styles and Navigation Behaviour in Web-Based Educational System Knowledge Management & E-Learning: An International Journal Learning style navigation behaviour trace analysis |
| title | Analysing the Relationship between Learning Styles and Navigation Behaviour in Web-Based Educational System |
| title_full | Analysing the Relationship between Learning Styles and Navigation Behaviour in Web-Based Educational System |
| title_fullStr | Analysing the Relationship between Learning Styles and Navigation Behaviour in Web-Based Educational System |
| title_full_unstemmed | Analysing the Relationship between Learning Styles and Navigation Behaviour in Web-Based Educational System |
| title_short | Analysing the Relationship between Learning Styles and Navigation Behaviour in Web-Based Educational System |
| title_sort | analysing the relationship between learning styles and navigation behaviour in web based educational system |
| topic | Learning style navigation behaviour trace analysis |
| url | http://www.kmel-journal.org/ojs/index.php/online-publication/article/view/22/64 |
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