Ontology validation algorithm on data driven approach and vocabulary aspect
Ontology evaluation is required before using the ontology within applications. Similar with software practice, the purpose of ontology evaluation is to identify the achievement of requirement criteria. Users who require coverage criteria often seeking ontology that contain the terms related to their...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Penerbit UTM Press
2015
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| Online Access: | http://eprints.utm.my/56180/1/RadziahMohamad2015_OntologyValidationAlgorithmonDataDriven.pdf |
| _version_ | 1796860338301304832 |
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| author | Mohamad, Radziah Mohd. Hamka, Nurhamizah |
| author_facet | Mohamad, Radziah Mohd. Hamka, Nurhamizah |
| author_sort | Mohamad, Radziah |
| collection | ePrints |
| description | Ontology evaluation is required before using the ontology within applications. Similar with software practice, the purpose of ontology evaluation is to identify the achievement of requirement criteria. Users who require coverage criteria often seeking ontology that contain the terms related to their focused domain knowledge. Users encounter the difficulty to select a suitable ontology from variety of ontology evaluation approaches. Conceptualization of information related to ontology evaluation helps to identify the important component within ontology that helps towards coverage criteria achievement. This work proposes an algorithm to extract ontology documents gained from public ontology repositories like Falcons into its vocabulary parts focused on classes and literals. The algorithm then processes the extracted ontology components with similarity algorithm and later displays the result on the coverage match of ontology with provided terms and the terms that are synonym expanded using WordNet. |
| first_indexed | 2024-03-05T19:39:52Z |
| format | Article |
| id | utm.eprints-56180 |
| institution | Universiti Teknologi Malaysia - ePrints |
| language | English |
| last_indexed | 2024-03-05T19:39:52Z |
| publishDate | 2015 |
| publisher | Penerbit UTM Press |
| record_format | dspace |
| spelling | utm.eprints-561802017-11-01T04:16:43Z http://eprints.utm.my/56180/ Ontology validation algorithm on data driven approach and vocabulary aspect Mohamad, Radziah Mohd. Hamka, Nurhamizah QA75 Electronic computers. Computer science Ontology evaluation is required before using the ontology within applications. Similar with software practice, the purpose of ontology evaluation is to identify the achievement of requirement criteria. Users who require coverage criteria often seeking ontology that contain the terms related to their focused domain knowledge. Users encounter the difficulty to select a suitable ontology from variety of ontology evaluation approaches. Conceptualization of information related to ontology evaluation helps to identify the important component within ontology that helps towards coverage criteria achievement. This work proposes an algorithm to extract ontology documents gained from public ontology repositories like Falcons into its vocabulary parts focused on classes and literals. The algorithm then processes the extracted ontology components with similarity algorithm and later displays the result on the coverage match of ontology with provided terms and the terms that are synonym expanded using WordNet. Penerbit UTM Press 2015-10 Article PeerReviewed application/pdf en http://eprints.utm.my/56180/1/RadziahMohamad2015_OntologyValidationAlgorithmonDataDriven.pdf Mohamad, Radziah and Mohd. Hamka, Nurhamizah (2015) Ontology validation algorithm on data driven approach and vocabulary aspect. Jurnal Teknologi, 77 (9). pp. 39-45. ISSN 2180-3722 http://dx.doi.org/10.11113/jt.v77.6184 DOI:10.11113/jt.v77.6184 |
| spellingShingle | QA75 Electronic computers. Computer science Mohamad, Radziah Mohd. Hamka, Nurhamizah Ontology validation algorithm on data driven approach and vocabulary aspect |
| title | Ontology validation algorithm on data driven approach and vocabulary aspect |
| title_full | Ontology validation algorithm on data driven approach and vocabulary aspect |
| title_fullStr | Ontology validation algorithm on data driven approach and vocabulary aspect |
| title_full_unstemmed | Ontology validation algorithm on data driven approach and vocabulary aspect |
| title_short | Ontology validation algorithm on data driven approach and vocabulary aspect |
| title_sort | ontology validation algorithm on data driven approach and vocabulary aspect |
| topic | QA75 Electronic computers. Computer science |
| url | http://eprints.utm.my/56180/1/RadziahMohamad2015_OntologyValidationAlgorithmonDataDriven.pdf |
| work_keys_str_mv | AT mohamadradziah ontologyvalidationalgorithmondatadrivenapproachandvocabularyaspect AT mohdhamkanurhamizah ontologyvalidationalgorithmondatadrivenapproachandvocabularyaspect |