An agent-based adaptive e-content and e-learning architecture design and implementation
Individual students have different approaches towards learning because of different background knowledge, learning styles and preferences. Therefore, it is difficult for instructors to understand their student best learning approach. Furthermore, web application based on multi-agents for adaptive E-...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Asian Research Publication Network
2017
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| Online Access: | http://psasir.upm.edu.my/id/eprint/60804/ http://psasir.upm.edu.my/id/eprint/60804/1/An%20agent-based%20adaptive%20e-content%20and%20e-learning%20architecture%20design%20and%20implementation.pdf |
| _version_ | 1848854278533283840 |
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| author | Mohd Aris, Teh Noranis Badawi, Bakri |
| author_facet | Mohd Aris, Teh Noranis Badawi, Bakri |
| author_sort | Mohd Aris, Teh Noranis |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Individual students have different approaches towards learning because of different background knowledge, learning styles and preferences. Therefore, it is difficult for instructors to understand their student best learning approach. Furthermore, web application based on multi-agents for adaptive E-Content has been proposed to assist student individualized learning content in order to enhance their learning outcome.Existing systems normally utilize the main techniques of programming scripts and hierarchical course structure to support adaptive Electronic-Learning (E-Learning) course authoring for diverse category of students. These systems need instructor to obligate significant technical skills, and additionally to employ theories of learning styles, which are challenging requirements. To facilitate instructor to contribute in authoring adaptive E-Learning courses, we have designed web application architecture for administrator, assessor/instructor, and student. Three agents namely the exam agent, message agent and E-Content agent have been created to assist instructor and student. We designed the proposed architecture to be implemented for an online adaptive E-Content and E-Learning system. In addition, we conducted user studies to evaluate the effectiveness of the system. |
| first_indexed | 2025-11-15T11:07:20Z |
| format | Article |
| id | upm-60804 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T11:07:20Z |
| publishDate | 2017 |
| publisher | Asian Research Publication Network |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-608042019-03-27T08:47:14Z http://psasir.upm.edu.my/id/eprint/60804/ An agent-based adaptive e-content and e-learning architecture design and implementation Mohd Aris, Teh Noranis Badawi, Bakri Individual students have different approaches towards learning because of different background knowledge, learning styles and preferences. Therefore, it is difficult for instructors to understand their student best learning approach. Furthermore, web application based on multi-agents for adaptive E-Content has been proposed to assist student individualized learning content in order to enhance their learning outcome.Existing systems normally utilize the main techniques of programming scripts and hierarchical course structure to support adaptive Electronic-Learning (E-Learning) course authoring for diverse category of students. These systems need instructor to obligate significant technical skills, and additionally to employ theories of learning styles, which are challenging requirements. To facilitate instructor to contribute in authoring adaptive E-Learning courses, we have designed web application architecture for administrator, assessor/instructor, and student. Three agents namely the exam agent, message agent and E-Content agent have been created to assist instructor and student. We designed the proposed architecture to be implemented for an online adaptive E-Content and E-Learning system. In addition, we conducted user studies to evaluate the effectiveness of the system. Asian Research Publication Network 2017 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/60804/1/An%20agent-based%20adaptive%20e-content%20and%20e-learning%20architecture%20design%20and%20implementation.pdf Mohd Aris, Teh Noranis and Badawi, Bakri (2017) An agent-based adaptive e-content and e-learning architecture design and implementation. Journal of Theoretical and Applied Information Technology, 95 (1). 87 - 104. ISSN 1992-8645; ESSN: 1817-3195 http://www.jatit.org/volumes/Vol95No1/10Vol95No1.pdf |
| spellingShingle | Mohd Aris, Teh Noranis Badawi, Bakri An agent-based adaptive e-content and e-learning architecture design and implementation |
| title | An agent-based adaptive e-content and e-learning architecture design and implementation |
| title_full | An agent-based adaptive e-content and e-learning architecture design and implementation |
| title_fullStr | An agent-based adaptive e-content and e-learning architecture design and implementation |
| title_full_unstemmed | An agent-based adaptive e-content and e-learning architecture design and implementation |
| title_short | An agent-based adaptive e-content and e-learning architecture design and implementation |
| title_sort | agent-based adaptive e-content and e-learning architecture design and implementation |
| url | http://psasir.upm.edu.my/id/eprint/60804/ http://psasir.upm.edu.my/id/eprint/60804/ http://psasir.upm.edu.my/id/eprint/60804/1/An%20agent-based%20adaptive%20e-content%20and%20e-learning%20architecture%20design%20and%20implementation.pdf |