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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
0.0001265344
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 0.00033690989
652 Don’t be SCAREd: Use SCalable Automatic REpairing with Maximal Likelihood and Bounded Changes 2013 SIGMOD 0.00015121325
697 NADEEF: A Commodity Data Cleaning System 2013 SIGMOD 0.00014694048
716 Guided Data Repair 2011 VLDB 0.00014553463
767 The LLUNATIC Data-Cleaning Framework 2013 VLDB 0.00014114806
883 HoloDetect: Few-Shot Learning for Error Detection 2019 SIGMOD 0.00013268059
1,043 Data Cleaning: Overview and Emerging Challenges 2016 SIGMOD 0.00012335114
1,099 KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing 2015 SIGMOD 0.00012037058
1,344 Detecting Data Errors: Where are we and what needs to be done? 2016 VLDB 0.00010956518
1,720 A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data 2014 SIGMOD 9.7965659e-05
1,991 RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation 2021 VLDB 9.2383849e-05
2,051 Messing Up with BART: Error Generation for Evaluating Data-Cleaning Algorithms 2016 VLDB 9.1199511e-05
2,125 Discovery of Genuine Functional Dependencies from Relational Data with Missing Values 2018 VLDB 9.0033119e-05
2,784 Interaction between Record Matching and Data Repairing 2011 SIGMOD 8.018482e-05
2,964 Towards Dependable Data Repairing with Fixing Rules 2014 SIGMOD 7.8052551e-05
2,971 Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing 2017 VLDB 7.7971821e-05
3,263 Automatic Data Repair: Are We Ready to Deploy? 2024 VLDB 7.4809771e-05
5,278 Enriching Data Imputation with Extensive Similarity Neighbors 2015 VLDB 6.1999628e-05
5,512 KATARA: Reliable Data Cleaning with Knowledge Bases and Crowdsourcing 2015 VLDB 6.0991137e-05
5,643 Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks 2023 VLDB 6.0538129e-05
6,152 NADEEF: A Generalized Data Cleaning System 2013 VLDB 5.8693135e-05
6,381 Qualitative Data Cleaning 2016 VLDB 5.8066959e-05
6,525 Parallel Discrepancy Detection and Incremental Detection 2021 VLDB 5.756805e-05
7,583 Data Imputation with Limited Data Redundancy Using Data Lakes 2025 VLDB 5.4906208e-05
7,872 Rock: Cleaning Data by Embedding ML in Logic Rules 2024 SIGMOD 5.4362062e-05
8,282 Online Topic-Aware Entity Resolution Over Incomplete Data Streams 2021 SIGMOD 5.3629192e-05
8,398 Deducing Certain Fixes to Graphs 2019 VLDB 5.3399392e-05
9,178 CerFix: A System for Cleaning Data with Certain Fixes 2011 VLDB 5.2124294e-05
9,455 ZIP: Lazy Imputation during Query Processing 2024 VLDB 5.1735482e-05
9,616 GIDCL: A Graph-Enhanced Interpretable Data Cleaning Framework with Large Language Models 2024 SIGMOD 5.1510548e-05
9,619 Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples 2016 SIGMOD 5.1502244e-05
9,806 Making It Tractable to Catch Duplicates and Conflicts in Graphs 2023 SIGMOD 5.1257999e-05
11,590 Enriching Relations with Additional Attributes for ER 2024 VLDB 4.9793485e-05
11,738 Splitting Tuples of Mismatched Entities 2023 SIGMOD 4.9793485e-05
11,959 Contextual Data Cleaning with Ontology FDs 2021 SIGMOD 4.9793485e-05
12,036 LOCATER: Cleaning WiFi Connectivity Datasets for Semantic Localization 2021 VLDB 4.9793485e-05
12,273 Staging User Feedback toward Rapid Conflict Resolution in Data Fusion 2017 SIGMOD 4.9793485e-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 0.00049349003
161 Robust and Efficient Fuzzy Match for Online Data Cleaning 2003 SIGMOD 0.00027718195
188 A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification 2005 SIGMOD 0.00025872962
500 Dependencies Revisited for Improving Data Quality 2008 PODS 0.00017280722
526 Improving Data Quality: Consistency and Accuracy 2007 VLDB 0.00016886621
618 Reasoning about Record Matching Rules 2009 VLDB 0.00015536912
649 Discovering Data Quality Rules 2008 VLDB 0.00015149865
1,031 On Generating Near-Optimal Tableaux for Conditional Functional Dependencies 2008 VLDB 0.00012405065
1,291 Extending Dependencies with Conditions 2007 VLDB 0.00011156154
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 2,055 Combining Quantitative and Logical Data Cleaning 2016 VLDB
2 1,348 Sampling the Repairs of Functional Dependency Violations under Hard Constraints 2010 VLDB
3 4,827 QFix: Diagnosing Errors through Query Histories 2017 SIGMOD
4 4,998 Descriptive and Prescriptive Data Cleaning 2014 SIGMOD
5 9,696 Constraint-Variance Tolerant Data Repairing 2016 SIGMOD
6 526 Improving Data Quality: Consistency and Accuracy 2007 VLDB
7 8,398 Deducing Certain Fixes to Graphs 2019 VLDB
8 9,178 CerFix: A System for Cleaning Data with Certain Fixes 2011 VLDB
9 2,784 Interaction between Record Matching and Data Repairing 2011 SIGMOD
10 2,964 Towards Dependable Data Repairing with Fixing Rules 2014 SIGMOD