An efficient method of data quality evaluation using metadata registry

O. Hoon Choi; Jung Eun Lim; Hong Seok Na; Kwan Jae Seong; Doo Kwon Baik

doi:10.1109/ASEA.2008.46

An efficient method of data quality evaluation using metadata registry

O. Hoon Choi, Jung Eun Lim, Hong Seok Na, Kwan Jae Seong, Doo Kwon Baik

* Honorary professors

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 Citations (Scopus)

Abstract

This paper proposes MDRDP (Metadata Registry based on Data Profiling) to minimize the time and human resource for analyzing and extracting metadata as criteria standard for data profiling. MDRDP is based on MDR (Metadata Registry) which is used for an international standard of standardizing and managing metadata for information sharing in various fields. By MDRDP, we can evaluate data quality with authorize metadata using methodology of data profiling. MDR can guarantee the quality of metadata so that results of quality evaluation would improve.

Original language	English
Title of host publication	Proceedings of the 2008 Advanced Software Engineering and its Applications, ASEA 2008
Pages	9-12
Number of pages	4
DOIs	https://doi.org/10.1109/ASEA.2008.46
Publication status	Published - 2008
Event	2008 Advanced Software Engineering and its Applications, ASEA 2008 - Hainan Island, China Duration: 2008 Dec 13 → 2008 Dec 15

Publication series

Name	Proceedings of the 2008 Advanced Software Engineering and its Applications, ASEA 2008

Other

Other	2008 Advanced Software Engineering and its Applications, ASEA 2008
Country/Territory	China
City	Hainan Island
Period	08/12/13 → 08/12/15

ASJC Scopus subject areas

Computer Science Applications
Software

Access to Document

10.1109/ASEA.2008.46

Cite this

Choi, O. H., Lim, J. E., Na, H. S., Seong, K. J., & Baik, D. K. (2008). An efficient method of data quality evaluation using metadata registry. In Proceedings of the 2008 Advanced Software Engineering and its Applications, ASEA 2008 (pp. 9-12). [4721303] (Proceedings of the 2008 Advanced Software Engineering and its Applications, ASEA 2008). https://doi.org/10.1109/ASEA.2008.46

An efficient method of data quality evaluation using metadata registry. / Choi, O. Hoon; Lim, Jung Eun; Na, Hong Seok et al.

Proceedings of the 2008 Advanced Software Engineering and its Applications, ASEA 2008. 2008. p. 9-12 4721303 (Proceedings of the 2008 Advanced Software Engineering and its Applications, ASEA 2008).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Choi, OH, Lim, JE, Na, HS, Seong, KJ & Baik, DK 2008, An efficient method of data quality evaluation using metadata registry. in Proceedings of the 2008 Advanced Software Engineering and its Applications, ASEA 2008., 4721303, Proceedings of the 2008 Advanced Software Engineering and its Applications, ASEA 2008, pp. 9-12, 2008 Advanced Software Engineering and its Applications, ASEA 2008, Hainan Island, China, 08/12/13. https://doi.org/10.1109/ASEA.2008.46

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AB - This paper proposes MDRDP (Metadata Registry based on Data Profiling) to minimize the time and human resource for analyzing and extracting metadata as criteria standard for data profiling. MDRDP is based on MDR (Metadata Registry) which is used for an international standard of standardizing and managing metadata for information sharing in various fields. By MDRDP, we can evaluate data quality with authorize metadata using methodology of data profiling. MDR can guarantee the quality of metadata so that results of quality evaluation would improve.

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Y2 - 13 December 2008 through 15 December 2008

ER -

An efficient method of data quality evaluation using metadata registry

Abstract

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Other

ASJC Scopus subject areas

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