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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| Format: | Article |
| Language: | English |
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Asian Network for Scientific Information
2013
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| Online Access: | http://psasir.upm.edu.my/id/eprint/30581/ 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 |
| _version_ | 1848846718679908352 |
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| author | Panahy, Payam Hassany Shariat Sidi, Fatimah Affendey, Lilly Suriani A. Jabar, Marzanah Ibrahim, Hamidah Mustapha, Aida |
| author_facet | Panahy, Payam Hassany Shariat Sidi, Fatimah Affendey, Lilly Suriani A. Jabar, Marzanah Ibrahim, Hamidah Mustapha, Aida |
| author_sort | Panahy, Payam Hassany Shariat |
| building | UPM Institutional Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-15T09:07:10Z |
| format | Article |
| id | upm-30581 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T09:07:10Z |
| publishDate | 2013 |
| publisher | Asian Network for Scientific Information |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-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 |
| 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 |
| title | 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_short | 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 |
| url | http://psasir.upm.edu.my/id/eprint/30581/ http://psasir.upm.edu.my/id/eprint/30581/ http://psasir.upm.edu.my/id/eprint/30581/ 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 |