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文章基本信息

  • 标题:Uniform Dependency Language for Improving Data Quality
  • 本地全文:下载
  • 作者:Wenfei Fan, Floris Geerts
  • 期刊名称:Bulletin of the Technical Committee on Data Engineering
  • 出版年度:2011
  • 卷号:34
  • 期号:03
  • 出版社:IEEE Computer Society
  • 摘要:A variety of dependency formalisms have been studied for improving data quality. To treat these de- pendencies in a uniform framework, we propose a simple language, Quality Improving Dependencies (QIDs). We show that previous dependencies considered for data quality can be naturally expressed as QIDs, and that different enforcement mechanisms of QIDs yield various data repairing strategies.
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