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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
hdf1666bd6c6537de
Venue
VLDB
Year
2010
Pagerank
0.00012643318
Overall Rank
988 | 93.38%
DOI
10.14778/1920841.1920867

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{fan_vldb10,
        title = {{Towards Certain Fixes with Editing Rules and Master Data}},
        author = {Fan, Wenfei and Li, Jianzhong and Ma, Shuai and Tang, Nan and Yu, Wenyuan},
        journal = {PVLDB},
        series = {{VLDB} '10},
        volume = {3},
        number = {1},
        pages = {173--184},
        doi = {10.14778/1920841.1920867},
        url = {https://doi.org/10.14778/1920841.1920867},
        year = {2010}
}

Incoming Citations (Sorted by Pagerank)

Showing 37 of 37 citing papers.

Rank Citing Paper Year Venue Pagerank
100 HoloClean: Holistic Data Repairs with Probabilistic Inference 2017 VLDB 0.00033951027
652 Don’t be SCAREd: Use SCalable Automatic REpairing with Maximal Likelihood and Bounded Changes 2013 SIGMOD 0.00015117165
695 NADEEF: A Commodity Data Cleaning System 2013 SIGMOD 0.00014679058
717 Guided Data Repair 2011 VLDB 0.00014531658
769 The LLUNATIC Data-Cleaning Framework 2013 VLDB 0.00014091996
853 HoloDetect: Few-Shot Learning for Error Detection 2019 SIGMOD 0.00013437314
989 Data Cleaning: Overview and Emerging Challenges 2016 SIGMOD 0.00012638176
1,099 KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing 2015 SIGMOD 0.00012008783
1,306 Detecting Data Errors: Where are we and what needs to be done? 2016 VLDB 0.00011076619
1,721 A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data 2014 SIGMOD 9.7821782e-05
1,993 RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation 2021 VLDB 9.2224853e-05
2,053 Messing Up with BART: Error Generation for Evaluating Data-Cleaning Algorithms 2016 VLDB 9.1054597e-05
2,131 Discovery of Genuine Functional Dependencies from Relational Data with Missing Values 2018 VLDB 8.9867472e-05
2,785 Interaction between Record Matching and Data Repairing 2011 SIGMOD 7.9995952e-05
2,958 Towards Dependable Data Repairing with Fixing Rules 2014 SIGMOD 7.7991971e-05
2,985 Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing 2017 VLDB 7.7695402e-05
3,277 Automatic Data Repair: Are We Ready to Deploy? 2024 VLDB 7.4527106e-05
5,296 Enriching Data Imputation with Extensive Similarity Neighbors 2015 VLDB 6.1777832e-05
5,517 KATARA: Reliable Data Cleaning with Knowledge Bases and Crowdsourcing 2015 VLDB 6.0847011e-05
5,658 Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks 2023 VLDB 6.0309825e-05
6,156 NADEEF: A Generalized Data Cleaning System 2013 VLDB 5.8539963e-05
6,327 Qualitative Data Cleaning 2016 VLDB 5.7945802e-05
6,539 Parallel Discrepancy Detection and Incremental Detection 2021 VLDB 5.7351897e-05
7,606 Data Imputation with Limited Data Redundancy Using Data Lakes 2025 VLDB 5.4698748e-05
7,892 Rock: Cleaning Data by Embedding ML in Logic Rules 2024 SIGMOD 5.4156936e-05
8,306 Online Topic-Aware Entity Resolution Over Incomplete Data Streams 2021 SIGMOD 5.3426557e-05
8,420 Deducing Certain Fixes to Graphs 2019 VLDB 5.3198062e-05
9,209 CerFix: A System for Cleaning Data with Certain Fixes 2011 VLDB 5.1933141e-05
9,496 ZIP: Lazy Imputation during Query Processing 2024 VLDB 5.1540002e-05
9,634 GIDCL: A Graph-Enhanced Interpretable Data Cleaning Framework with Large Language Models 2024 SIGMOD 5.1354312e-05
9,654 Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples 2016 SIGMOD 5.1310198e-05
9,847 Making It Tractable to Catch Duplicates and Conflicts in Graphs 2023 SIGMOD 5.1064323e-05
11,644 Enriching Relations with Additional Attributes for ER 2024 VLDB 4.9605343e-05
11,788 Splitting Tuples of Mismatched Entities 2023 SIGMOD 4.9605343e-05
12,009 Contextual Data Cleaning with Ontology FDs 2021 SIGMOD 4.9605343e-05
12,086 LOCATER: Cleaning WiFi Connectivity Datasets for Semantic Localization 2021 VLDB 4.9605343e-05
12,322 Staging User Feedback toward Rapid Conflict Resolution in Data Fusion 2017 SIGMOD 4.9605343e-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
33 Consistent Query Answers in Inconsistent Databases 1999 PODS 0.00049435337
162 Robust and Efficient Fuzzy Match for Online Data Cleaning 2003 SIGMOD 0.00027626077
190 A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification 2005 SIGMOD 0.00025812169
502 Dependencies Revisited for Improving Data Quality 2008 PODS 0.00017239652
527 Improving Data Quality: Consistency and Accuracy 2007 VLDB 0.00016859013
619 Reasoning about Record Matching Rules 2009 VLDB 0.00015503747
653 Discovering Data Quality Rules 2008 VLDB 0.00015102328
1,033 On Generating Near-Optimal Tableaux for Conditional Functional Dependencies 2008 VLDB 0.00012373297
1,297 Extending Dependencies with Conditions 2007 VLDB 0.00011118907
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 2,056 Combining Quantitative and Logical Data Cleaning 2016 VLDB
2 1,354 Sampling the Repairs of Functional Dependency Violations under Hard Constraints 2010 VLDB
3 4,852 QFix: Diagnosing Errors through Query Histories 2017 SIGMOD
4 5,022 Descriptive and Prescriptive Data Cleaning 2014 SIGMOD
5 9,733 Constraint-Variance Tolerant Data Repairing 2016 SIGMOD
6 527 Improving Data Quality: Consistency and Accuracy 2007 VLDB
7 8,420 Deducing Certain Fixes to Graphs 2019 VLDB
8 9,209 CerFix: A System for Cleaning Data with Certain Fixes 2011 VLDB
9 2,785 Interaction between Record Matching and Data Repairing 2011 SIGMOD
10 2,958 Towards Dependable Data Repairing with Fixing Rules 2014 SIGMOD