An efficient approach for data-duplication detection based on RDBMS

Data-duplication is one of the most important issues in the context of information system management. Instead of storing a single real-world object as an entity in an information system, the duplication, storing more than one entity representing a single object, can be occurred. This problem can dec...

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Main Authors: Chanhom K., Natwichai J.
Format: Conference or Workshop Item
Language:English
Published: 2014
Online Access:http://www.scopus.com/inward/record.url?eid=2-s2.0-79960398890&partnerID=40&md5=f4fa768c0206dcfec0556f50648b98af
http://cmuir.cmu.ac.th/handle/6653943832/1559
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Institution: Chiang Mai University
Language: English
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spelling th-cmuir.6653943832-15592014-08-29T09:29:27Z An efficient approach for data-duplication detection based on RDBMS Chanhom K. Natwichai J. Data-duplication is one of the most important issues in the context of information system management. Instead of storing a single real-world object as an entity in an information system, the duplication, storing more than one entity representing a single object, can be occurred. This problem can decrease the quality of service of information systems. In this paper, we propose an efficient approach to detect the duplication based on the RDBMS foundation. Our approach is based on the assumption that the data to be processed have been stored in the RDBMS at the first place. Thus, the proposed approach does not require the data to be imported/exported from the storage. Also, such approach will benefit from the query optimizer of the RDBMS. The experiment results on the TPC-H dataset have been presented to validate such proposed work. © 2011 IEEE. 2014-08-29T09:29:27Z 2014-08-29T09:29:27Z 2011 Conference Paper 9.78146E+12 10.1109/JCSSE.2011.5930142 85529 http://www.scopus.com/inward/record.url?eid=2-s2.0-79960398890&partnerID=40&md5=f4fa768c0206dcfec0556f50648b98af http://cmuir.cmu.ac.th/handle/6653943832/1559 English
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
language English
description Data-duplication is one of the most important issues in the context of information system management. Instead of storing a single real-world object as an entity in an information system, the duplication, storing more than one entity representing a single object, can be occurred. This problem can decrease the quality of service of information systems. In this paper, we propose an efficient approach to detect the duplication based on the RDBMS foundation. Our approach is based on the assumption that the data to be processed have been stored in the RDBMS at the first place. Thus, the proposed approach does not require the data to be imported/exported from the storage. Also, such approach will benefit from the query optimizer of the RDBMS. The experiment results on the TPC-H dataset have been presented to validate such proposed work. © 2011 IEEE.
format Conference or Workshop Item
author Chanhom K.
Natwichai J.
spellingShingle Chanhom K.
Natwichai J.
An efficient approach for data-duplication detection based on RDBMS
author_facet Chanhom K.
Natwichai J.
author_sort Chanhom K.
title An efficient approach for data-duplication detection based on RDBMS
title_short An efficient approach for data-duplication detection based on RDBMS
title_full An efficient approach for data-duplication detection based on RDBMS
title_fullStr An efficient approach for data-duplication detection based on RDBMS
title_full_unstemmed An efficient approach for data-duplication detection based on RDBMS
title_sort efficient approach for data-duplication detection based on rdbms
publishDate 2014
url http://www.scopus.com/inward/record.url?eid=2-s2.0-79960398890&partnerID=40&md5=f4fa768c0206dcfec0556f50648b98af
http://cmuir.cmu.ac.th/handle/6653943832/1559
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