Schema matching quality: thesaurus as the matcher
Thesaurus is used in many Information Retrieval (IR) applications such as data integration, data warehousing, semantic query processing and classifiers. It was also utilized to solve the problem of schema matching. Considering the fact of existence of many thesauri for a certain area of knowledge, t...
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| Format: | Article |
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Penerbit UTM Press
2014
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| _version_ | 1796861283639754752 |
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| author | Thabit, Sabbah Selamat, Ali |
| author_facet | Thabit, Sabbah Selamat, Ali |
| author_sort | Thabit, Sabbah |
| collection | ePrints |
| description | Thesaurus is used in many Information Retrieval (IR) applications such as data integration, data warehousing, semantic query processing and classifiers. It was also utilized to solve the problem of schema matching. Considering the fact of existence of many thesauri for a certain area of knowledge, the quality of schema matching results when using different thesauri in the same field is not predictable. In this paper, we propose a methodology to study the performance of the thesaurus in solving schema matching. The paper also presents results of experiments using different thesauri. Precision, recall, F-measure, and similarity average were calculated to show that the quality of matching changed according to the used thesaurus. |
| first_indexed | 2024-03-05T19:54:00Z |
| format | Article |
| id | utm.eprints-62523 |
| institution | Universiti Teknologi Malaysia - ePrints |
| last_indexed | 2024-03-05T19:54:00Z |
| publishDate | 2014 |
| publisher | Penerbit UTM Press |
| record_format | dspace |
| spelling | utm.eprints-625232017-06-18T00:13:38Z http://eprints.utm.my/62523/ Schema matching quality: thesaurus as the matcher Thabit, Sabbah Selamat, Ali QA75 Electronic computers. Computer science Thesaurus is used in many Information Retrieval (IR) applications such as data integration, data warehousing, semantic query processing and classifiers. It was also utilized to solve the problem of schema matching. Considering the fact of existence of many thesauri for a certain area of knowledge, the quality of schema matching results when using different thesauri in the same field is not predictable. In this paper, we propose a methodology to study the performance of the thesaurus in solving schema matching. The paper also presents results of experiments using different thesauri. Precision, recall, F-measure, and similarity average were calculated to show that the quality of matching changed according to the used thesaurus. Penerbit UTM Press 2014 Article PeerReviewed Thabit, Sabbah and Selamat, Ali (2014) Schema matching quality: thesaurus as the matcher. Jurnal Teknologi, 70 (5). pp. 45-50. ISSN 0127-9696 http://dx.doi.org/10.11113/jt.v70.3514 DOI:10.11113/jt.v70.3514 |
| spellingShingle | QA75 Electronic computers. Computer science Thabit, Sabbah Selamat, Ali Schema matching quality: thesaurus as the matcher |
| title | Schema matching quality: thesaurus as the matcher |
| title_full | Schema matching quality: thesaurus as the matcher |
| title_fullStr | Schema matching quality: thesaurus as the matcher |
| title_full_unstemmed | Schema matching quality: thesaurus as the matcher |
| title_short | Schema matching quality: thesaurus as the matcher |
| title_sort | schema matching quality thesaurus as the matcher |
| topic | QA75 Electronic computers. Computer science |
| work_keys_str_mv | AT thabitsabbah schemamatchingqualitythesaurusasthematcher AT selamatali schemamatchingqualitythesaurusasthematcher |