Semi automatic ontological knowledge base construction from learning materials in eLearning Management System
Manual ontology construction has proven to be very difficult task and is becoming a problem in the process of acquiring knowledge for ontology engineer. This article presents a semi-automatic ontological knowledge base construction framework and several aspects of evaluating the semi-automatic ontol...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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2008
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| Subjects: | |
| Online Access: | http://scholars.utp.edu.my/id/eprint/145/ http://scholars.utp.edu.my/id/eprint/145/1/paper.pdf |
| _version_ | 1848658921608183808 |
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| author | Mukhlason, A. Mahmood, Dr Ahmad Kamil Arshad, N.I. |
| author_facet | Mukhlason, A. Mahmood, Dr Ahmad Kamil Arshad, N.I. |
| author_sort | Mukhlason, A. |
| building | UTP Institutional Repository |
| collection | Online Access |
| description | Manual ontology construction has proven to be very difficult task and is becoming a problem in the process of acquiring knowledge for ontology engineer. This article presents a semi-automatic ontological knowledge base construction framework and several aspects of evaluating the semi-automatic ontology generation tool in eLearning Management System setting. The framework combined an ontology learning tool called Text2Onto to construct ontology from scratch and an ontology mapping tool called PROMPT to map the ontology the existing ontology. Experiment on generating ontology from text corpus shows a significant result for knowledge concept extraction. © 2008 IEEE.
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| first_indexed | 2025-11-13T07:22:13Z |
| format | Conference or Workshop Item |
| id | oai:scholars.utp.edu.my:145 |
| institution | Universiti Teknologi Petronas |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-13T07:22:13Z |
| publishDate | 2008 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:scholars.utp.edu.my:1452017-01-19T08:26:38Z http://scholars.utp.edu.my/id/eprint/145/ Semi automatic ontological knowledge base construction from learning materials in eLearning Management System Mukhlason, A. Mahmood, Dr Ahmad Kamil Arshad, N.I. QA75 Electronic computers. Computer science Manual ontology construction has proven to be very difficult task and is becoming a problem in the process of acquiring knowledge for ontology engineer. This article presents a semi-automatic ontological knowledge base construction framework and several aspects of evaluating the semi-automatic ontology generation tool in eLearning Management System setting. The framework combined an ontology learning tool called Text2Onto to construct ontology from scratch and an ontology mapping tool called PROMPT to map the ontology the existing ontology. Experiment on generating ontology from text corpus shows a significant result for knowledge concept extraction. © 2008 IEEE. 2008 Conference or Workshop Item NonPeerReviewed application/pdf en http://scholars.utp.edu.my/id/eprint/145/1/paper.pdf Mukhlason, A. and Mahmood, Dr Ahmad Kamil and Arshad, N.I. (2008) Semi automatic ontological knowledge base construction from learning materials in eLearning Management System. In: International Symposium on Information Technology 2008, ITSim, 26 August 2008 through 29 August 2008, Kuala Lumpur. |
| spellingShingle | QA75 Electronic computers. Computer science Mukhlason, A. Mahmood, Dr Ahmad Kamil Arshad, N.I. Semi automatic ontological knowledge base construction from learning materials in eLearning Management System |
| title | Semi automatic ontological knowledge base construction from learning materials in eLearning Management System
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| title_full | Semi automatic ontological knowledge base construction from learning materials in eLearning Management System
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| title_fullStr | Semi automatic ontological knowledge base construction from learning materials in eLearning Management System
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| title_full_unstemmed | Semi automatic ontological knowledge base construction from learning materials in eLearning Management System
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| title_short | Semi automatic ontological knowledge base construction from learning materials in eLearning Management System
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| title_sort | semi automatic ontological knowledge base construction from learning materials in elearning management system |
| topic | QA75 Electronic computers. Computer science |
| url | http://scholars.utp.edu.my/id/eprint/145/ http://scholars.utp.edu.my/id/eprint/145/1/paper.pdf |