Semantic schema matching approaches: a review
An extensive review of the existing research work in the field of schema matching uncovers the significance of semantics in this subject. It is beyond doubt that both structural and semantics aspect of schema matching have been the topic of research for many years and there are strong references ava...
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Published: |
Asian Research Publication Network
2014
|
| _version_ | 1825948628923973632 |
|---|---|
| author | Hossain, Jafreen Mohd. Sani, Nor Fazlida Affendey, Lilly Suriani Ishak, Iskandar Kasmiran, Khairul Azhar |
| author_facet | Hossain, Jafreen Mohd. Sani, Nor Fazlida Affendey, Lilly Suriani Ishak, Iskandar Kasmiran, Khairul Azhar |
| author_sort | Hossain, Jafreen |
| collection | UPM |
| description | An extensive review of the existing research work in the field of schema matching uncovers the significance of semantics in this subject. It is beyond doubt that both structural and semantics aspect of schema matching have been the topic of research for many years and there are strong references available for both. However, an in-depth analysis of all the available approaches suggests there are further scopes for improvement in the field of semantic schema matching. Normalization and lexical annotation methods using WordNet have been proposed in several studies, but the level of matching accuracy in those studies have not yet reached a point that can encourage full automation of schema matching in commercial use. This paper lists out several possible future work based on the existing limitations. |
| first_indexed | 2024-03-06T08:32:03Z |
| format | Article |
| id | upm.eprints-35348 |
| institution | Universiti Putra Malaysia |
| last_indexed | 2024-03-06T08:32:03Z |
| publishDate | 2014 |
| publisher | Asian Research Publication Network |
| record_format | dspace |
| spelling | upm.eprints-353482016-01-05T00:02:26Z http://psasir.upm.edu.my/id/eprint/35348/ Semantic schema matching approaches: a review Hossain, Jafreen Mohd. Sani, Nor Fazlida Affendey, Lilly Suriani Ishak, Iskandar Kasmiran, Khairul Azhar An extensive review of the existing research work in the field of schema matching uncovers the significance of semantics in this subject. It is beyond doubt that both structural and semantics aspect of schema matching have been the topic of research for many years and there are strong references available for both. However, an in-depth analysis of all the available approaches suggests there are further scopes for improvement in the field of semantic schema matching. Normalization and lexical annotation methods using WordNet have been proposed in several studies, but the level of matching accuracy in those studies have not yet reached a point that can encourage full automation of schema matching in commercial use. This paper lists out several possible future work based on the existing limitations. Asian Research Publication Network 2014-04-10 Article PeerReviewed Hossain, Jafreen and Mohd. Sani, Nor Fazlida and Affendey, Lilly Suriani and Ishak, Iskandar and Kasmiran, Khairul Azhar (2014) Semantic schema matching approaches: a review. Journal of Theoretical and Applied Information Technology, 62 (1). pp. 139-147. ISSN 1992-8645; ESSN: 1817-3195 http://www.jatit.org/volumes/Vol62No1/sixtysecond_1_2014.php |
| spellingShingle | Hossain, Jafreen Mohd. Sani, Nor Fazlida Affendey, Lilly Suriani Ishak, Iskandar Kasmiran, Khairul Azhar Semantic schema matching approaches: a review |
| title | Semantic schema matching approaches: a review |
| title_full | Semantic schema matching approaches: a review |
| title_fullStr | Semantic schema matching approaches: a review |
| title_full_unstemmed | Semantic schema matching approaches: a review |
| title_short | Semantic schema matching approaches: a review |
| title_sort | semantic schema matching approaches a review |
| work_keys_str_mv | AT hossainjafreen semanticschemamatchingapproachesareview AT mohdsaninorfazlida semanticschemamatchingapproachesareview AT affendeylillysuriani semanticschemamatchingapproachesareview AT ishakiskandar semanticschemamatchingapproachesareview AT kasmirankhairulazhar semanticschemamatchingapproachesareview |