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: 10578
Venue: VLDB
Year: 2013
Pagerank: 5.0969173e-05
Overall Rank: 6,348 | 55.89%
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
3,198	Towards Dependable Data Repairing with Fixing Rules	2014	SIGMOD	7.4029546e-05
3,397	Automatic Data Repair: Are We Ready to Deploy?	2024	VLDB	7.1386386e-05
3,568	NADEEF/ER: Generic and Interactive Entity Resolution	2014	SIGMOD	6.9588883e-05
6,188	Semi-Supervised Data Cleaning with Raha and Baran	2021	CIDR	5.1607275e-05
6,279	Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks	2023	VLDB	5.1241232e-05
6,544	Properties of Inconsistency Measures for Databases	2021	SIGMOD	5.013741e-05
9,073	VerifAI: Verified Generative AI	2024	CIDR	4.396857e-05
9,283	Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples	2016	SIGMOD	4.3598353e-05
9,354	GIDCL: A Graph-Enhanced Interpretable Data Cleaning Framework with Large Language Models	2024	SIGMOD	4.3484715e-05
9,439	Rock: Cleaning Data by Embedding ML in Logic Rules	2024	SIGMOD	4.3389137e-05
10,826	Demonstrating Matelda for Multi-Table Error Detection	2025	VLDB	4.1905499e-05
11,181	LinCQA: Faster Consistent Query Answering with Linear Time Guarantees	2023	SIGMOD	4.1905499e-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	0.00047010908
268	A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification	2005	SIGMOD	0.00029739054
830	Guided Data Repair	2011	VLDB	0.00016125759
1,012	NADEEF: A Commodity Data Cleaning System	2013	SIGMOD	0.00014638349
1,160	Towards Certain Fixes with Editing Rules and Master Data	2010	VLDB	0.0001358129
2,830	Interaction between Record Matching and Data Repairing	2011	SIGMOD	8.0515409e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
7,013	Qualitative Data Cleaning	2016	VLDB	4.8576683e-05
9,283	Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples	2016	SIGMOD	4.3598353e-05
198	Declarative Data Cleaning: Language, Model, and Algorithms	2001	VLDB	0.0003505869
5,671	Descriptive and Prescriptive Data Cleaning	2014	SIGMOD	5.3797808e-05
5,810	Semandaq: A Data Quality System Based on Conditional Functional Dependencies	2008	VLDB	5.316886e-05
10,826	Demonstrating Matelda for Multi-Table Error Detection	2025	VLDB	4.1905499e-05
3,000	BigDansing: A System for Big Data Cleansing	2015	SIGMOD	7.7447724e-05
733	Discovering Data Quality Rules	2008	VLDB	0.00017428132
3,568	NADEEF/ER: Generic and Interactive Entity Resolution	2014	SIGMOD	6.9588883e-05
1,012	NADEEF: A Commodity Data Cleaning System	2013	SIGMOD	0.00014638349