Synonymous non-taxonomic relations extraction
Construction of ontology is a difficult task, expensive and time-consuming. Concept, taxonomy and non-taxonomic relations, are the three important components in the development of ontology. These three components are used to represent the whole domain texts. Currently, most of studies focused...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Asian Research Publishing Network
2015
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| Online Access: | http://psasir.upm.edu.my/id/eprint/46452/ http://psasir.upm.edu.my/id/eprint/46452/1/Synonymous%20non-taxonomic%20relations%20extraction.pdf |
| _version_ | 1848850662916358144 |
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| author | N. F., Nabila Basir, Nurlida Mamat, Ali |
| author_facet | N. F., Nabila Basir, Nurlida Mamat, Ali |
| author_sort | N. F., Nabila |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Construction of ontology is a difficult task, expensive and time-consuming. Concept, taxonomy and non-taxonomic relations, are the three important components in the development of ontology. These three components are used
to represent the whole domain texts. Currently, most of studies focused on extracting the concept, the taxonomic
relationships and the non-taxonomic relationships within the scope of single sentence. In order to enrich the domain
ontology, we introduced a method to extract the non-taxonomic relations by using the similarities of relations that exist in more than one sentence. The most appropriate predicate are used as a reference to relate between concepts that occur not only in the same sentence, but also in different sentences. Here, the proposed method was tested using a collection of domain texts that described electronic voting machine and are evaluated based on the standard information retrieval performance metrics, i.e. precision and recall. |
| first_indexed | 2025-11-15T10:09:52Z |
| format | Article |
| id | upm-46452 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T10:09:52Z |
| publishDate | 2015 |
| publisher | Asian Research Publishing Network |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-464522018-02-27T07:15:25Z http://psasir.upm.edu.my/id/eprint/46452/ Synonymous non-taxonomic relations extraction N. F., Nabila Basir, Nurlida Mamat, Ali Construction of ontology is a difficult task, expensive and time-consuming. Concept, taxonomy and non-taxonomic relations, are the three important components in the development of ontology. These three components are used to represent the whole domain texts. Currently, most of studies focused on extracting the concept, the taxonomic relationships and the non-taxonomic relationships within the scope of single sentence. In order to enrich the domain ontology, we introduced a method to extract the non-taxonomic relations by using the similarities of relations that exist in more than one sentence. The most appropriate predicate are used as a reference to relate between concepts that occur not only in the same sentence, but also in different sentences. Here, the proposed method was tested using a collection of domain texts that described electronic voting machine and are evaluated based on the standard information retrieval performance metrics, i.e. precision and recall. Asian Research Publishing Network 2015-02 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/46452/1/Synonymous%20non-taxonomic%20relations%20extraction.pdf N. F., Nabila and Basir, Nurlida and Mamat, Ali (2015) Synonymous non-taxonomic relations extraction. ARPN Journal of Engineering and Applied Sciences, 10 (2). pp. 402-406. ISSN 1819-6608 |
| spellingShingle | N. F., Nabila Basir, Nurlida Mamat, Ali Synonymous non-taxonomic relations extraction |
| title | Synonymous non-taxonomic relations extraction |
| title_full | Synonymous non-taxonomic relations extraction |
| title_fullStr | Synonymous non-taxonomic relations extraction |
| title_full_unstemmed | Synonymous non-taxonomic relations extraction |
| title_short | Synonymous non-taxonomic relations extraction |
| title_sort | synonymous non-taxonomic relations extraction |
| url | http://psasir.upm.edu.my/id/eprint/46452/ http://psasir.upm.edu.my/id/eprint/46452/1/Synonymous%20non-taxonomic%20relations%20extraction.pdf |