DocumentCode
683941
Title
Research on metadata-driven data quality assessment architecture
Author
Huang, Gang ; Wu, Xiuying ; Yuan, Man
Author_Institution
School of Computer & Information Technology, Northeast Petroleum University, Daqing City 163318, Heilongjiang, China
fYear
2013
fDate
23-25 March 2013
Firstpage
419
Lastpage
422
Abstract
So far there have never been systematic evaluation criteria and entire assessment and evaluation system in Data quality internationally. Based on the research on the relative content of both international and domestic data quality, this article analyzes the requests of data quality for the large enterprises. First of all, this paper raises and builds a complete data quality assessment system. Second, the definitions and specific algorithms of data quality assessment indicators and poses data quality analysis are built to evaluate the architecture and processes. A frame structure of data quality meta-model is presented in this paper. In addition, this paper also designs an evaluation system. This system includes the classification and definition of data quality and the algorithm in evaluation index and the system and process of data quality evaluation. This paper provides credibility basis for enterprises in evaluation of data quality.
Keywords
Accuracy; Algorithm design and analysis; Computers; Data models; Educational institutions; Indexes; Quality assessment;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Science and Technology (ICIST), 2013 International Conference on
Conference_Location
Yangzhou
Print_ISBN
978-1-4673-5137-9
Type
conf
DOI
10.1109/ICIST.2013.6747581
Filename
6747581
Link To Document