Computer Science ›› 2010, Vol. 37 ›› Issue (5): 26-29.
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CAO Jian-jun,DIAO Xing-chun,WANG Ting,WANG Fang-xiao
Online:
Published:
Abstract: Research on domain-independent data cleaning was surveyed. First, relationships among total data quality management, data integration and data cleaning were clarified, and characteristics of domain-independent data cleaning were emphasized. hhen, domain-independent data cleaning was classified as fcaturcbased similarity methods, context based methods and relationship-based methods. They were introduced respectively. At last, the future research direclions of domain-independent data cleaning were discussed.
Key words: Data quality, Data cleaning, Data integration, Domain-independent data cleaning
CAO Jian-jun,DIAO Xing-chun,WANG Ting,WANG Fang-xiao. Research on Domain-independent Data Cleaning: A Survey[J].Computer Science, 2010, 37(5): 26-29.
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