NADEEF: a commodity data cleaning system

@inproceedings{Dallachiesa2013NADEEFAC,
  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},
  year={2013}
}
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
Highly Influential
This paper has highly influenced 13 other papers. REVIEW HIGHLY INFLUENTIAL CITATIONS
Highly Cited
This paper has 164 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 108 extracted citations

164 Citations

02040'13'14'15'16'17'18
Citations per Year
Semantic Scholar estimates that this publication has 164 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.

Similar Papers

Loading similar papers…