A Survey of schema matching research using database schemas and instances

Schema matching is considered as one of the essential phases of data integration in database systems. The main aim of the schema matching process is to identify the correlation between schema which helps later in the data integration process. The main issue concern of schema matching is how to suppo...

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Main Authors:	Aljuboori, Ali Alwan, Nordin, Azlin, Alzeber, Mogahed, Zaid Abualkishik, Abedallah
Format:	Article
Language:	English
Published:	The Science and Information Organization 2017
Subjects:	QA76 Computer software
Online Access:	http://irep.iium.edu.my/59018/ http://irep.iium.edu.my/59018/ http://irep.iium.edu.my/59018/ http://irep.iium.edu.my/59018/1/Paper_14-A_Survey_of_Schema_Matching_Research_using_Database_Schemas.pdf

id	iium-59018
recordtype	eprints
spelling	iium-590182018-05-17T06:30:02Z http://irep.iium.edu.my/59018/ A Survey of schema matching research using database schemas and instances Aljuboori, Ali Alwan Nordin, Azlin Alzeber, Mogahed Zaid Abualkishik, Abedallah QA76 Computer software Schema matching is considered as one of the essential phases of data integration in database systems. The main aim of the schema matching process is to identify the correlation between schema which helps later in the data integration process. The main issue concern of schema matching is how to support the merging decision by providing the correspondence between attributes through syntactic and semantic heterogeneous in data sources. There have been a lot of attempts in the literature toward utilizing database instances to detect the correspondence between attributes during schema matching process. Many approaches based on instances have been proposed aiming at improving the accuracy of the matching process. This paper set out a classification of schema matching research in database system exploiting database schema and instances. We survey and analyze the schema matching techniques applied in the literature by highlighting the strengths and the weaknesses of each technique. A deliberate discussion has been reported highlights on challenges and the current research trends of schema matching in database. We conclude this paper with some future work directions that help researchers to explore and investigate current issues and challenges related to schema matching in contemporary databases. The Science and Information Organization 2017-10-31 Article PeerReviewed application/pdf en cc_by http://irep.iium.edu.my/59018/1/Paper_14-A_Survey_of_Schema_Matching_Research_using_Database_Schemas.pdf Aljuboori, Ali Alwan and Nordin, Azlin and Alzeber, Mogahed and Zaid Abualkishik, Abedallah (2017) A Survey of schema matching research using database schemas and instances. International Journal of Advanced Computer Science and Applications, 8 (10). pp. 102-111. ISSN 2156-5570 http://thesai.org/Publications/ViewPaper?Volume=8&Issue=10&Code=IJACSA&SerialNo=14 10.14569/IJACSA.2017.081014
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	QA76 Computer software
spellingShingle	QA76 Computer software Aljuboori, Ali Alwan Nordin, Azlin Alzeber, Mogahed Zaid Abualkishik, Abedallah A Survey of schema matching research using database schemas and instances
description	Schema matching is considered as one of the essential phases of data integration in database systems. The main aim of the schema matching process is to identify the correlation between schema which helps later in the data integration process. The main issue concern of schema matching is how to support the merging decision by providing the correspondence between attributes through syntactic and semantic heterogeneous in data sources. There have been a lot of attempts in the literature toward utilizing database instances to detect the correspondence between attributes during schema matching process. Many approaches based on instances have been proposed aiming at improving the accuracy of the matching process. This paper set out a classification of schema matching research in database system exploiting database schema and instances. We survey and analyze the schema matching techniques applied in the literature by highlighting the strengths and the weaknesses of each technique. A deliberate discussion has been reported highlights on challenges and the current research trends of schema matching in database. We conclude this paper with some future work directions that help researchers to explore and investigate current issues and challenges related to schema matching in contemporary databases.
format	Article
author	Aljuboori, Ali Alwan Nordin, Azlin Alzeber, Mogahed Zaid Abualkishik, Abedallah
author_facet	Aljuboori, Ali Alwan Nordin, Azlin Alzeber, Mogahed Zaid Abualkishik, Abedallah
author_sort	Aljuboori, Ali Alwan
title	A Survey of schema matching research using database schemas and instances
title_short	A Survey of schema matching research using database schemas and instances
title_full	A Survey of schema matching research using database schemas and instances
title_fullStr	A Survey of schema matching research using database schemas and instances
title_full_unstemmed	A Survey of schema matching research using database schemas and instances
title_sort	survey of schema matching research using database schemas and instances
publisher	The Science and Information Organization
publishDate	2017
url	http://irep.iium.edu.my/59018/ http://irep.iium.edu.my/59018/ http://irep.iium.edu.my/59018/ http://irep.iium.edu.my/59018/1/Paper_14-A_Survey_of_Schema_Matching_Research_using_Database_Schemas.pdf
first_indexed	2023-09-18T21:23:32Z
last_indexed	2023-09-18T21:23:32Z
_version_	1777412040821833728

A Survey of schema matching research using database schemas and instances

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