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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
0.00012647631
Overall Rank
989 | 93.36%
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
104 HoloClean: Holistic Data Repairs with Probabilistic Inference 2017 VLDB 0.00033676943
652 Don’t be SCAREd: Use SCalable Automatic REpairing with Maximal Likelihood and Bounded Changes 2013 SIGMOD 0.00015114401
697 NADEEF: A Commodity Data Cleaning System 2013 SIGMOD 0.00014687805
716 Guided Data Repair 2011 VLDB 0.00014546968
767 The LLUNATIC Data-Cleaning Framework 2013 VLDB 0.00014108234
884 HoloDetect: Few-Shot Learning for Error Detection 2019 SIGMOD 0.00013263269
1,044 Data Cleaning: Overview and Emerging Challenges 2016 SIGMOD 0.00012329478
1,098 KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing 2015 SIGMOD 0.00012031983
1,344 Detecting Data Errors: Where are we and what needs to be done? 2016 VLDB 0.00010951939
1,722 A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data 2014 SIGMOD 9.7921604e-05
1,993 RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation 2021 VLDB 9.2348951e-05
2,054 Messing Up with BART: Error Generation for Evaluating Data-Cleaning Algorithms 2016 VLDB 9.1158071e-05
2,127 Discovery of Genuine Functional Dependencies from Relational Data with Missing Values 2018 VLDB 8.9990594e-05
2,784 Interaction between Record Matching and Data Repairing 2011 SIGMOD 8.0147123e-05
2,967 Towards Dependable Data Repairing with Fixing Rules 2014 SIGMOD 7.8016942e-05
2,972 Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing 2017 VLDB 7.793491e-05
3,264 Automatic Data Repair: Are We Ready to Deploy? 2024 VLDB 7.4774357e-05
5,281 Enriching Data Imputation with Extensive Similarity Neighbors 2015 VLDB 6.1970284e-05
5,515 KATARA: Reliable Data Cleaning with Knowledge Bases and Crowdsourcing 2015 VLDB 6.0962265e-05
5,645 Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks 2023 VLDB 6.0509471e-05
6,154 NADEEF: A Generalized Data Cleaning System 2013 VLDB 5.8665355e-05
6,384 Qualitative Data Cleaning 2016 VLDB 5.8039496e-05
6,528 Parallel Discrepancy Detection and Incremental Detection 2021 VLDB 5.7540798e-05
7,589 Data Imputation with Limited Data Redundancy Using Data Lakes 2025 VLDB 5.4880216e-05
7,876 Rock: Cleaning Data by Embedding ML in Logic Rules 2024 SIGMOD 5.4336606e-05
8,288 Online Topic-Aware Entity Resolution Over Incomplete Data Streams 2021 SIGMOD 5.3603804e-05
8,403 Deducing Certain Fixes to Graphs 2019 VLDB 5.3374114e-05
9,187 CerFix: A System for Cleaning Data with Certain Fixes 2011 VLDB 5.2099641e-05
9,464 ZIP: Lazy Imputation during Query Processing 2024 VLDB 5.1710991e-05
9,623 GIDCL: A Graph-Enhanced Interpretable Data Cleaning Framework with Large Language Models 2024 SIGMOD 5.1486163e-05
9,626 Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples 2016 SIGMOD 5.1477881e-05
9,813 Making It Tractable to Catch Duplicates and Conflicts in Graphs 2023 SIGMOD 5.1233734e-05
11,596 Enriching Relations with Additional Attributes for ER 2024 VLDB 4.9769913e-05
11,744 Splitting Tuples of Mismatched Entities 2023 SIGMOD 4.9769913e-05
11,965 Contextual Data Cleaning with Ontology FDs 2021 SIGMOD 4.9769913e-05
12,042 LOCATER: Cleaning WiFi Connectivity Datasets for Semantic Localization 2021 VLDB 4.9769913e-05
12,279 Staging User Feedback toward Rapid Conflict Resolution in Data Fusion 2017 SIGMOD 4.9769913e-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 0.00049326063
161 Robust and Efficient Fuzzy Match for Online Data Cleaning 2003 SIGMOD 0.00027705594
188 A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification 2005 SIGMOD 0.00025861123
501 Dependencies Revisited for Improving Data Quality 2008 PODS 0.00017273167
526 Improving Data Quality: Consistency and Accuracy 2007 VLDB 0.00016879
618 Reasoning about Record Matching Rules 2009 VLDB 0.0001553004
650 Discovering Data Quality Rules 2008 VLDB 0.00015142855
1,031 On Generating Near-Optimal Tableaux for Conditional Functional Dependencies 2008 VLDB 0.00012399252
1,291 Extending Dependencies with Conditions 2007 VLDB 0.00011150915
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 2,057 Combining Quantitative and Logical Data Cleaning 2016 VLDB
2 1,348 Sampling the Repairs of Functional Dependency Violations under Hard Constraints 2010 VLDB
3 4,829 QFix: Diagnosing Errors through Query Histories 2017 SIGMOD
4 5,000 Descriptive and Prescriptive Data Cleaning 2014 SIGMOD
5 9,702 Constraint-Variance Tolerant Data Repairing 2016 SIGMOD
6 526 Improving Data Quality: Consistency and Accuracy 2007 VLDB
7 8,403 Deducing Certain Fixes to Graphs 2019 VLDB
8 9,187 CerFix: A System for Cleaning Data with Certain Fixes 2011 VLDB
9 2,784 Interaction between Record Matching and Data Repairing 2011 SIGMOD
10 2,967 Towards Dependable Data Repairing with Fixing Rules 2014 SIGMOD