NADEEF: A Generalized Data Cleaning System

Summary: NADEEF is an extensible, generic data cleaning system with a programmable interface separated from a core engine for flexible rule specification. It enables heterogeneous rule types beyond CFDs/MDs/ETL, interleaved detection and repair, easy deployment, and a data-quality dashboard for custodians. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10577
Venue: VLDB
Year: 2013
Pagerank: 5.101815e-05
Overall Rank: 6,350 | 55.83%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 12 of 12 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
3,192	Towards Dependable Data Repairing with Fixing Rules	2014	SIGMOD	7.4095761e-05
3,396	Automatic Data Repair: Are We Ready to Deploy?	2024	VLDB	7.1455126e-05
3,582	NADEEF/ER: Generic and Interactive Entity Resolution	2014	SIGMOD	6.9479263e-05
6,187	Semi-Supervised Data Cleaning with Raha and Baran	2021	CIDR	5.1656857e-05
6,280	Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks	2023	VLDB	5.1290457e-05
6,546	Properties of Inconsistency Measures for Databases	2021	SIGMOD	5.0185588e-05
9,077	VerifAI: Verified Generative AI	2024	CIDR	4.4010762e-05
9,278	Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples	2016	SIGMOD	4.3639892e-05
9,348	GIDCL: A Graph-Enhanced Interpretable Data Cleaning Framework with Large Language Models	2024	SIGMOD	4.3526427e-05
9,434	Rock: Cleaning Data by Embedding ML in Logic Rules	2024	SIGMOD	4.3430376e-05
10,821	Demonstrating Matelda for Multi-Table Error Detection	2025	VLDB	4.1945683e-05
11,178	LinCQA: Faster Consistent Query Answering with Linear Time Guarantees	2023	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
112	Potter's Wheel: An Interactive Data Cleaning System	2001	VLDB	0.00047045036
265	A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification	2005	SIGMOD	0.00029763412
833	Guided Data Repair	2011	VLDB	0.00016138432
1,012	NADEEF: A Commodity Data Cleaning System	2013	SIGMOD	0.0001464733
1,159	Towards Certain Fixes with Editing Rules and Master Data	2010	VLDB	0.00013592813
2,823	Interaction between Record Matching and Data Repairing	2011	SIGMOD	8.0593894e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
7,013	Qualitative Data Cleaning	2016	VLDB	4.8619024e-05
9,278	Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples	2016	SIGMOD	4.3639892e-05
199	Declarative Data Cleaning: Language, Model, and Algorithms	2001	VLDB	0.00035041015
5,660	Descriptive and Prescriptive Data Cleaning	2014	SIGMOD	5.3847321e-05
5,803	Semandaq: A Data Quality System Based on Conditional Functional Dependencies	2008	VLDB	5.3205861e-05
10,821	Demonstrating Matelda for Multi-Table Error Detection	2025	VLDB	4.1945683e-05
2,946	BigDansing: A System for Big Data Cleansing	2015	SIGMOD	7.8372441e-05
732	Discovering Data Quality Rules	2008	VLDB	0.00017465093
3,582	NADEEF/ER: Generic and Interactive Entity Resolution	2014	SIGMOD	6.9479263e-05
1,012	NADEEF: A Commodity Data Cleaning System	2013	SIGMOD	0.0001464733