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Towards Certain Fixes with Editing Rules and Master Data

Summary: Proposes a data-repair framework yielding certain fixes via editing rules, master data, and user-provided regions. Presents criteria to assess fix uniqueness and coverage, and an algorithm to identify minimal regions that guarantee a fix. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
10074
Venue
VLDB
Year
2010
Pagerank
0.00013592813
Overall Rank
1,159 | 91.94%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 37 of 37 citing papers.

Rank Citing Paper Year Venue Pagerank
192 HoloClean: Holistic Data Repairs with Probabilistic Inference 2017 VLDB 0.00035728858
833 Guided Data Repair 2011 VLDB 0.00016138432
881 Don’t be SCAREd: Use SCalable Automatic REpairing with Maximal Likelihood and Bounded Changes 2013 SIGMOD 0.00015661103
1,012 NADEEF: A Commodity Data Cleaning System 2013 SIGMOD 0.0001464733
1,197 The LLUNATIC Data-Cleaning Framework 2013 VLDB 0.00013390321
1,337 HoloDetect: Few-Shot Learning for Error Detection 2019 SIGMOD 0.00012497164
1,546 KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing 2015 SIGMOD 0.00011446851
1,612 Detecting Data Errors: Where are we and what needs to be done? 2016 VLDB 0.00011142794
1,627 Data Cleaning: Overview and Emerging Challenges 2016 SIGMOD 0.00011086905
2,184 A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data 2014 SIGMOD 9.3429789e-05
2,349 RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation 2021 VLDB 8.9876423e-05
2,574 Discovery of Genuine Functional Dependencies from Relational Data with Missing Values 2018 VLDB 8.5173637e-05
2,638 Messing Up with BART: Error Generation for Evaluating Data-Cleaning Algorithms 2016 VLDB 8.399764e-05
2,823 Interaction between Record Matching and Data Repairing 2011 SIGMOD 8.0593894e-05
3,133 Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing 2017 VLDB 7.4978041e-05
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
5,253 Enriching Data Imputation with Extensive Similarity Neighbors 2015 VLDB 5.6014916e-05
5,729 KATARA: Reliable Data Cleaning with Knowledge Bases and Crowdsourcing 2015 VLDB 5.3506368e-05
6,280 Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks 2023 VLDB 5.1290457e-05
6,350 NADEEF: A Generalized Data Cleaning System 2013 VLDB 5.101815e-05
6,690 Parallel Discrepancy Detection and Incremental Detection 2021 VLDB 4.9621556e-05
7,013 Qualitative Data Cleaning 2016 VLDB 4.8619024e-05
8,005 Online Topic-Aware Entity Resolution Over Incomplete Data Streams 2021 SIGMOD 4.6081461e-05
8,422 Deducing Certain Fixes to Graphs 2019 VLDB 4.5167705e-05
8,875 CerFix: A System for Cleaning Data with Certain Fixes 2011 VLDB 4.430475e-05
9,240 ZIP: Lazy Imputation during Query Processing 2024 VLDB 4.3690661e-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
9,479 Data Imputation with Limited Data Redundancy Using Data Lakes 2025 VLDB 4.3341665e-05
9,487 Making It Tractable to Catch Duplicates and Conflicts in Graphs 2023 SIGMOD 4.3341665e-05
11,054 Enriching Relations with Additional Attributes for ER 2024 VLDB 4.1945683e-05
11,223 Splitting Tuples of Mismatched Entities 2023 SIGMOD 4.1945683e-05
11,454 Contextual Data Cleaning with Ontology FDs 2021 SIGMOD 4.1945683e-05
11,536 LOCATER: Cleaning WiFi Connectivity Datasets for Semantic Localization 2021 VLDB 4.1945683e-05
11,770 Staging User Feedback toward Rapid Conflict Resolution in Data Fusion 2017 SIGMOD 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

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

Rank Cited Paper Year Venue Pagerank
49 Consistent Query Answers in Inconsistent Databases 1999 PODS 0.00067660624
155 Robust and Efficient Fuzzy Match for Online Data Cleaning 2003 SIGMOD 0.00040637896
265 A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification 2005 SIGMOD 0.00029763412
560 Dependencies Revisited for Improving Data Quality 2008 PODS 0.00020141923
623 Improving Data Quality: Consistency and Accuracy 2007 VLDB 0.00018996374
702 Reasoning about Record Matching Rules 2009 VLDB 0.00017918203
732 Discovering Data Quality Rules 2008 VLDB 0.00017465093
1,188 On Generating Near-Optimal Tableaux for Conditional Functional Dependencies 2008 VLDB 0.00013441729
1,401 Extending Dependencies with Conditions 2007 VLDB 0.00012187775
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
2,460 Combining Quantitative and Logical Data Cleaning 2016 VLDB 8.7617484e-05
1,624 Sampling the Repairs of Functional Dependency Violations under Hard Constraints 2010 VLDB 0.00011099222
5,445 QFix: Diagnosing Errors through Query Histories 2017 SIGMOD 5.5020909e-05
5,660 Descriptive and Prescriptive Data Cleaning 2014 SIGMOD 5.3847321e-05
9,369 Constraint-Variance Tolerant Data Repairing 2016 SIGMOD 4.3481081e-05
623 Improving Data Quality: Consistency and Accuracy 2007 VLDB 0.00018996374
8,422 Deducing Certain Fixes to Graphs 2019 VLDB 4.5167705e-05
8,875 CerFix: A System for Cleaning Data with Certain Fixes 2011 VLDB 4.430475e-05
2,823 Interaction between Record Matching and Data Repairing 2011 SIGMOD 8.0593894e-05
3,192 Towards Dependable Data Repairing with Fixing Rules 2014 SIGMOD 7.4095761e-05