Ibrahim, Hamidah ; Karasneh, Yaser ; Mirabi, Meghdad ; Yaakob, Razali ; Othman, Mohamed (2014)
An Automatic Domain Independent Schema Matching in Integrating Schemas of Heterogeneous Relational Databases.
In: Journal of Information Science and Engineering, 30 (5)
Artikel, Bibliographie
Kurzbeschreibung (Abstract)
Schema matching is one of the key challenges in the process of integrating heterogeneous databases which identifies the correspondences among different elements of databases’ schemas. There are several semi-automatic schema matching algorithms, however these algorithms do not exploit most of the available information related to schemas during the process of schema matching which affects on the accuracy of schema matching result. In this paper, we proposed a domain independent schema matching approach which utilized both the structural and semantic information during the process of schema matching and offered database integration without user intervention. In order to ensure the correctness of our proposed approach, we provide a proof on the validation of our proposed approach in terms of maintaining the properties of the initial input schemas as well as the characteristics of the relational model. In comparison with previous approaches, our proposed approach produced better global schemas during integration process.
| Typ des Eintrags: | Artikel |
|---|---|
| Erschienen: | 2014 |
| Autor(en): | Ibrahim, Hamidah ; Karasneh, Yaser ; Mirabi, Meghdad ; Yaakob, Razali ; Othman, Mohamed |
| Art des Eintrags: | Bibliographie |
| Titel: | An Automatic Domain Independent Schema Matching in Integrating Schemas of Heterogeneous Relational Databases |
| Sprache: | Englisch |
| Publikationsjahr: | 2014 |
| Verlag: | Institute of Information Science - Academia Sinica |
| Titel der Zeitschrift, Zeitung oder Schriftenreihe: | Journal of Information Science and Engineering |
| Jahrgang/Volume einer Zeitschrift: | 30 |
| (Heft-)Nummer: | 5 |
| URL / URN: | https://jise.iis.sinica.edu.tw/JISESearch/pages/View/PaperVi... |
| Kurzbeschreibung (Abstract): | Schema matching is one of the key challenges in the process of integrating heterogeneous databases which identifies the correspondences among different elements of databases’ schemas. There are several semi-automatic schema matching algorithms, however these algorithms do not exploit most of the available information related to schemas during the process of schema matching which affects on the accuracy of schema matching result. In this paper, we proposed a domain independent schema matching approach which utilized both the structural and semantic information during the process of schema matching and offered database integration without user intervention. In order to ensure the correctness of our proposed approach, we provide a proof on the validation of our proposed approach in terms of maintaining the properties of the initial input schemas as well as the characteristics of the relational model. In comparison with previous approaches, our proposed approach produced better global schemas during integration process. |
| Fachbereich(e)/-gebiet(e): | 20 Fachbereich Informatik 20 Fachbereich Informatik > Data and AI Systems |
| Hinterlegungsdatum: | 15 Feb 2023 13:03 |
| Letzte Änderung: | 14 Jun 2023 11:03 |
| PPN: | 508547717 |
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