NADEEF: a commodity data cleaning system

  title={NADEEF: a commodity data cleaning system},
  author={Michele Dallachiesa and Amr Ebaid and Ahmed Eldawy and Ahmed K. Elmagarmid and Ihab F. Ilyas and Mourad Ouzzani and Nan Tang},
  booktitle={SIGMOD Conference},
Despite the increasing importance of data quality and the rich theoretical and practical contributions in all aspects of data cleaning, there is no single end-to-end off-the-shelf solution to (semi-)automate the detection and the repairing of violations w.r.t. a set of heterogeneous and ad-hoc quality constraints. In short, there is no commodity platform similar to general purpose DBMSs that can be easily customized and deployed to solve application-specific data quality problems. In this paper… CONTINUE READING
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