Title :
An Efficient Method of Data Quality Evaluation Using Metadata Registry
Author :
Choi, O-Hoon ; Lim, Jung-Eun ; Na, Hong-Seok ; Seong, Kwan-Jae ; Baik, Doo-Kwon
Author_Institution :
Dept. of Comput. Sci. & Eng., Korea Univ., Seoul
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.
Keywords :
data structures; meta data; data profiling; data quality evaluation; data representation; data standardisation; information sharing; metadata extraction; metadata registry; time minimisation; Books; Costs; Data mining; Databases; Humans; IEC standards; ISO standards; Performance evaluation; Quality management; Standardization; MDR; data profiling;
Conference_Titel :
Advanced Software Engineering and Its Applications, 2008. ASEA 2008
Conference_Location :
Hainan Island
Print_ISBN :
978-0-7695-3432-9
DOI :
10.1109/ASEA.2008.46