A Novel Approach to Explore Edhi Foundation Knowledge for Ontology Construction
The worth of the Edhi Foundation (EF) system depends on how well its structural knowledge can be extracted by EF users and staff to perform daily activities. Ontology has emerged as a semantic tool to represent the knowledge of a particular domain and thus is a good choice for the semantic organizat...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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IJCSNS
2020
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/28258/ http://umpir.ump.edu.my/id/eprint/28258/7/A%20Novel%20Approach%20to%20Explore%20Edhi%20Foundation%20Knowledge1.pdf |
| _version_ | 1848823007166857216 |
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| author | Raza, Muhammad Ahsan Rahmah, Mokhtar Qaswar, Fahad Roslina, Abd Hamid Raza, Sehrish |
| author_facet | Raza, Muhammad Ahsan Rahmah, Mokhtar Qaswar, Fahad Roslina, Abd Hamid Raza, Sehrish |
| author_sort | Raza, Muhammad Ahsan |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | The worth of the Edhi Foundation (EF) system depends on how well its structural knowledge can be extracted by EF users and staff to perform daily activities. Ontology has emerged as a semantic tool to represent the knowledge of a particular domain and thus is a good choice for the semantic organization of EF data. However, building an ontology that suits the needs of EF users is a challenging task. This study presents a novel approach that uses the UML class diagram (UCD) to construct an ontology for the EF system. We propose UCD-to-ontology transformation rules, that is, the ontology model that is used for eliciting OWL ontology. We test our approach for the successful interpretation of UCD features to OWL ontology elements and find that the system performs well with an average precision of 97.80%. |
| first_indexed | 2025-11-15T02:50:17Z |
| format | Article |
| id | ump-28258 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T02:50:17Z |
| publishDate | 2020 |
| publisher | IJCSNS |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-282582020-05-04T03:00:05Z http://umpir.ump.edu.my/id/eprint/28258/ A Novel Approach to Explore Edhi Foundation Knowledge for Ontology Construction Raza, Muhammad Ahsan Rahmah, Mokhtar Qaswar, Fahad Roslina, Abd Hamid Raza, Sehrish QA75 Electronic computers. Computer science The worth of the Edhi Foundation (EF) system depends on how well its structural knowledge can be extracted by EF users and staff to perform daily activities. Ontology has emerged as a semantic tool to represent the knowledge of a particular domain and thus is a good choice for the semantic organization of EF data. However, building an ontology that suits the needs of EF users is a challenging task. This study presents a novel approach that uses the UML class diagram (UCD) to construct an ontology for the EF system. We propose UCD-to-ontology transformation rules, that is, the ontology model that is used for eliciting OWL ontology. We test our approach for the successful interpretation of UCD features to OWL ontology elements and find that the system performs well with an average precision of 97.80%. IJCSNS 2020-03 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/28258/7/A%20Novel%20Approach%20to%20Explore%20Edhi%20Foundation%20Knowledge1.pdf Raza, Muhammad Ahsan and Rahmah, Mokhtar and Qaswar, Fahad and Roslina, Abd Hamid and Raza, Sehrish (2020) A Novel Approach to Explore Edhi Foundation Knowledge for Ontology Construction. International Journal of Computer Science and Network Security, 20 (3). pp. 37-45. ISSN 1738-7906. (Published) http://paper.ijcsns.org/07_book/202003/20200306.pdf |
| spellingShingle | QA75 Electronic computers. Computer science Raza, Muhammad Ahsan Rahmah, Mokhtar Qaswar, Fahad Roslina, Abd Hamid Raza, Sehrish A Novel Approach to Explore Edhi Foundation Knowledge for Ontology Construction |
| title | A Novel Approach to Explore Edhi Foundation Knowledge for Ontology Construction |
| title_full | A Novel Approach to Explore Edhi Foundation Knowledge for Ontology Construction |
| title_fullStr | A Novel Approach to Explore Edhi Foundation Knowledge for Ontology Construction |
| title_full_unstemmed | A Novel Approach to Explore Edhi Foundation Knowledge for Ontology Construction |
| title_short | A Novel Approach to Explore Edhi Foundation Knowledge for Ontology Construction |
| title_sort | novel approach to explore edhi foundation knowledge for ontology construction |
| topic | QA75 Electronic computers. Computer science |
| url | http://umpir.ump.edu.my/id/eprint/28258/ http://umpir.ump.edu.my/id/eprint/28258/ http://umpir.ump.edu.my/id/eprint/28258/7/A%20Novel%20Approach%20to%20Explore%20Edhi%20Foundation%20Knowledge1.pdf |