NADEEF: A Commodity Data Cleaning System
Summary: NADEEF: commodity end-to-end data cleaning platform with a programmable rule interface and a core for detection and repair. Extends beyond CFDs/MDs/ETL; core cleans holistically with two repair-algorithm implementations; validated on real data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Michele Dallachiesa (University of Trento)
- 2. Amr Ebaid (Purdue University)
- 3. Ahmed Eldawy (University of Minnesota)
- 4. Ahmed Elmagarmid (Qatar Computing Research Institute)
- 5. Ihab F. Ilyas (Qatar Computing Research Institute)
- 6. Mourad Ouzzani (Qatar Computing Research Institute)
- 7. Nan Tang (Qatar Computing Research Institute)
BibTeX Citation
@inproceedings{dallachiesa_sigmod13,
title = {{NADEEF: A Commodity Data Cleaning System}},
author = {Dallachiesa, Michele and Ebaid, Amr and Eldawy, Ahmed and Elmagarmid, Ahmed and Ilyas, Ihab F. and Ouzzani, Mourad and Tang, Nan},
series = {{SIGMOD} '13},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2463676.2465327},
url = {https://dl.acm.org/doi/10.1145/2463676.2465327},
year = {2013}
}Incoming Citations (Sorted by Pagerank)
Showing 50 of 58 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 95 | Potter's Wheel: An Interactive Data Cleaning System | 2001 | VLDB | 0.00034367518 |
| 188 | A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification | 2005 | SIGMOD | 0.00025861123 |
| 204 | Declarative Data Cleaning: Language, Model, and Algorithms | 2001 | VLDB | 0.00025179068 |
| 501 | Dependencies Revisited for Improving Data Quality | 2008 | PODS | 0.00017273167 |
| 526 | Improving Data Quality: Consistency and Accuracy | 2007 | VLDB | 0.00016879 |
| 548 | ERACER: A Database Approach for Statistical Inference and Data Cleaning | 2010 | SIGMOD | 0.00016572863 |
| 618 | Reasoning about Record Matching Rules | 2009 | VLDB | 0.0001553004 |
| 716 | Guided Data Repair | 2011 | VLDB | 0.00014546968 |
| 989 | Towards Certain Fixes with Editing Rules and Master Data | 2010 | VLDB | 0.00012647631 |
| 2,784 | Interaction between Record Matching and Data Repairing | 2011 | SIGMOD | 8.0147123e-05 |
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|---|---|---|---|---|
| 1 | 204 | Declarative Data Cleaning: Language, Model, and Algorithms | 2001 | VLDB |
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| 3 | 2,057 | Combining Quantitative and Logical Data Cleaning | 2016 | VLDB |
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| 8 | 650 | Discovering Data Quality Rules | 2008 | VLDB |
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