Discovering ontological semantics for reuse and sharing of learning objects in a contextual learning environment
Ontologies enable learning objects sharing and reuse in a contextual learning environment and provide better search and navigation of learning objects. Ontologies add semantics to content components, which provide context to learning objects. This paper presents the use of Formal Concept Analysis (F...
| Main Authors: | , |
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| Format: | Book Section |
| Language: | English |
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IEEE Xplore
2005
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| Subjects: | |
| Online Access: | http://shdl.mmu.edu.my/2338/ http://shdl.mmu.edu.my/2338/1/Discovering%20ontological%20semantics%20for%20reuse%20and%20sharing%20of%20learning%20objects%20in%20a%20contextual%20learning%20environment.pdf |
| _version_ | 1848790029618380800 |
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| author | Kiu, Ching-Chieh Lee, Chien-Sing |
| author_facet | Kiu, Ching-Chieh Lee, Chien-Sing |
| author_sort | Kiu, Ching-Chieh |
| building | MMU Institutional Repository |
| collection | Online Access |
| description | Ontologies enable learning objects sharing and reuse in a contextual learning environment and provide better search and navigation of learning objects. Ontologies add semantics to content components, which provide context to learning objects. This paper presents the use of Formal Concept Analysis (FCA) to structure knowledge ontologically and the Self-Organizing Map (SOM) to reduce the problem size. To gain better visualization of the intrinsic relationship between ontological concepts, k-means clustering is applied on the clustered SOM. |
| first_indexed | 2025-11-14T18:06:07Z |
| format | Book Section |
| id | mmu-2338 |
| institution | Multimedia University |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T18:06:07Z |
| publishDate | 2005 |
| publisher | IEEE Xplore |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-23382013-12-02T02:01:26Z http://shdl.mmu.edu.my/2338/ Discovering ontological semantics for reuse and sharing of learning objects in a contextual learning environment Kiu, Ching-Chieh Lee, Chien-Sing QA75.5-76.95 Electronic computers. Computer science Ontologies enable learning objects sharing and reuse in a contextual learning environment and provide better search and navigation of learning objects. Ontologies add semantics to content components, which provide context to learning objects. This paper presents the use of Formal Concept Analysis (FCA) to structure knowledge ontologically and the Self-Organizing Map (SOM) to reduce the problem size. To gain better visualization of the intrinsic relationship between ontological concepts, k-means clustering is applied on the clustered SOM. IEEE Xplore 2005 Book Section NonPeerReviewed text en http://shdl.mmu.edu.my/2338/1/Discovering%20ontological%20semantics%20for%20reuse%20and%20sharing%20of%20learning%20objects%20in%20a%20contextual%20learning%20environment.pdf Kiu, Ching-Chieh and Lee, Chien-Sing (2005) Discovering ontological semantics for reuse and sharing of learning objects in a contextual learning environment. In: Fifth IEEE International Conference on Advanced Learning Technologies, 2005. ICALT 2005. IEEE Xplore, pp. 368-370. ISBN 0-7695-2338-2 http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1508702 10.1109/ICALT.2005.125 10.1109/ICALT.2005.125 10.1109/ICALT.2005.125 |
| spellingShingle | QA75.5-76.95 Electronic computers. Computer science Kiu, Ching-Chieh Lee, Chien-Sing Discovering ontological semantics for reuse and sharing of learning objects in a contextual learning environment |
| title | Discovering ontological semantics for reuse and sharing of learning objects in a contextual learning environment |
| title_full | Discovering ontological semantics for reuse and sharing of learning objects in a contextual learning environment |
| title_fullStr | Discovering ontological semantics for reuse and sharing of learning objects in a contextual learning environment |
| title_full_unstemmed | Discovering ontological semantics for reuse and sharing of learning objects in a contextual learning environment |
| title_short | Discovering ontological semantics for reuse and sharing of learning objects in a contextual learning environment |
| title_sort | discovering ontological semantics for reuse and sharing of learning objects in a contextual learning environment |
| topic | QA75.5-76.95 Electronic computers. Computer science |
| url | http://shdl.mmu.edu.my/2338/ http://shdl.mmu.edu.my/2338/ http://shdl.mmu.edu.my/2338/ http://shdl.mmu.edu.my/2338/1/Discovering%20ontological%20semantics%20for%20reuse%20and%20sharing%20of%20learning%20objects%20in%20a%20contextual%20learning%20environment.pdf |