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A methodology to explore rules and methods for data quality dimensions toward improvement the quality of database

Awareness of data quality dimensions and their relationships, poses new challenges to the database provider during the past two decades. Although, information systems have continuous improvement against their data problems, their success progressively depends on their methodology. This paper present...

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Main Authors: Panahy, Payam Hassany Shariat, Sidi, Fatimah, Affendey, Lilly Suriani, A. Jabar, Marzanah, Ibrahim, Hamidah, Mustapha, Aida
Format: Article
Language:English
Published: Asian Network for Scientific Information 2013
Online Access:http://psasir.upm.edu.my/id/eprint/30581/1/A%20methodology%20to%20explore%20rules%20and%20methods%20for%20data%20quality%20dimensions%20toward%20improvement%20the%20quality%20of%20database.pdf
http://psasir.upm.edu.my/id/eprint/30581/
http://scialert.net/abstract/?doi=jas.2013.615.620
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spelling my.upm.eprints.305812015-10-28T06:27:44Z http://psasir.upm.edu.my/id/eprint/30581/ A methodology to explore rules and methods for data quality dimensions toward improvement the quality of database Panahy, Payam Hassany Shariat Sidi, Fatimah Affendey, Lilly Suriani A. Jabar, Marzanah Ibrahim, Hamidah Mustapha, Aida Awareness of data quality dimensions and their relationships, poses new challenges to the database provider during the past two decades. Although, information systems have continuous improvement against their data problems, their success progressively depends on their methodology. This paper presents a methodology to measure, analyze and evaluate data quality dimensions by using subjective and objective measurement. Applying empirical methods and data mining techniques are steps of this methodology to improve database quality in the information systems. The applied rules and methods can be used to visualize and analyze attribute identification of the databases which is powerful and efficient to extract and reduce inconsistencies of the data. This methodology can be applied to compute other measurable quality dimensions and can help the information system providers to have intelligent and highly sophisticated opinions on creating databases. Asian Network for Scientific Information 2013 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/30581/1/A%20methodology%20to%20explore%20rules%20and%20methods%20for%20data%20quality%20dimensions%20toward%20improvement%20the%20quality%20of%20database.pdf Panahy, Payam Hassany Shariat and Sidi, Fatimah and Affendey, Lilly Suriani and A. Jabar, Marzanah and Ibrahim, Hamidah and Mustapha, Aida (2013) A methodology to explore rules and methods for data quality dimensions toward improvement the quality of database. Journal of Applied Sciences, 13 (4). pp. 615-620. ISSN 1812-5654; ESSN: 1812-5662 http://scialert.net/abstract/?doi=jas.2013.615.620 10.3923/jas.2013.615.620
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description Awareness of data quality dimensions and their relationships, poses new challenges to the database provider during the past two decades. Although, information systems have continuous improvement against their data problems, their success progressively depends on their methodology. This paper presents a methodology to measure, analyze and evaluate data quality dimensions by using subjective and objective measurement. Applying empirical methods and data mining techniques are steps of this methodology to improve database quality in the information systems. The applied rules and methods can be used to visualize and analyze attribute identification of the databases which is powerful and efficient to extract and reduce inconsistencies of the data. This methodology can be applied to compute other measurable quality dimensions and can help the information system providers to have intelligent and highly sophisticated opinions on creating databases.
format Article
author Panahy, Payam Hassany Shariat
Sidi, Fatimah
Affendey, Lilly Suriani
A. Jabar, Marzanah
Ibrahim, Hamidah
Mustapha, Aida
spellingShingle Panahy, Payam Hassany Shariat
Sidi, Fatimah
Affendey, Lilly Suriani
A. Jabar, Marzanah
Ibrahim, Hamidah
Mustapha, Aida
A methodology to explore rules and methods for data quality dimensions toward improvement the quality of database
author_facet Panahy, Payam Hassany Shariat
Sidi, Fatimah
Affendey, Lilly Suriani
A. Jabar, Marzanah
Ibrahim, Hamidah
Mustapha, Aida
author_sort Panahy, Payam Hassany Shariat
title A methodology to explore rules and methods for data quality dimensions toward improvement the quality of database
title_short A methodology to explore rules and methods for data quality dimensions toward improvement the quality of database
title_full A methodology to explore rules and methods for data quality dimensions toward improvement the quality of database
title_fullStr A methodology to explore rules and methods for data quality dimensions toward improvement the quality of database
title_full_unstemmed A methodology to explore rules and methods for data quality dimensions toward improvement the quality of database
title_sort methodology to explore rules and methods for data quality dimensions toward improvement the quality of database
publisher Asian Network for Scientific Information
publishDate 2013
url http://psasir.upm.edu.my/id/eprint/30581/1/A%20methodology%20to%20explore%20rules%20and%20methods%20for%20data%20quality%20dimensions%20toward%20improvement%20the%20quality%20of%20database.pdf
http://psasir.upm.edu.my/id/eprint/30581/
http://scialert.net/abstract/?doi=jas.2013.615.620
_version_ 1643830101691858944
score 13.211869

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