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Interaction between Record Matching and Data Repairing

Summary: Unifies record matching and data repairing under a framework with integrity constraints, matching rules, and master data. Despite PSPACE-hard joint analysis, offers deterministic and confidence/entropy-based fixes; accuracy gains over heuristics on real data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4406
Venue
SIGMOD
Year
2011
Pagerank
8.0515409e-05
Overall Rank
2,830 | 80.34%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 17 of 17 citing papers.

Rank Citing Paper Year Venue Pagerank
879 Don’t be SCAREd: Use SCalable Automatic REpairing with Maximal Likelihood and Bounded Changes 2013 SIGMOD 0.00015649604
1,012 NADEEF: A Commodity Data Cleaning System 2013 SIGMOD 0.00014638349
1,197 The LLUNATIC Data-Cleaning Framework 2013 VLDB 0.00013373177
1,544 KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing 2015 SIGMOD 0.00011438274
1,629 Data Cleaning: Overview and Emerging Challenges 2016 SIGMOD 0.00011073148
3,000 BigDansing: A System for Big Data Cleansing 2015 SIGMOD 7.7447724e-05
3,198 Towards Dependable Data Repairing with Fixing Rules 2014 SIGMOD 7.4029546e-05
3,845 On Repairing Structural Problems In Semi-structured Data 2013 VLDB 6.7008873e-05
5,406 Cleaning Inconsistencies in Information Extraction via Prioritized Repairs 2014 PODS 5.5239588e-05
5,738 KATARA: Reliable Data Cleaning with Knowledge Bases and Crowdsourcing 2015 VLDB 5.3454984e-05
6,348 NADEEF: A Generalized Data Cleaning System 2013 VLDB 5.0969173e-05
6,691 Parallel Discrepancy Detection and Incremental Detection 2021 VLDB 4.9573939e-05
7,013 Qualitative Data Cleaning 2016 VLDB 4.8576683e-05
8,088 Determining the Relative Accuracy of Attributes 2013 SIGMOD 4.5856065e-05
8,363 Deducing Certain Fixes to Graphs 2019 VLDB 4.5311185e-05
9,283 Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples 2016 SIGMOD 4.3598353e-05
10,216 The Case For Language Model Approximated LIKE Predicate 2026 SIGMOD 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

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

Rank Cited Paper Year Venue Pagerank
155 Robust and Efficient Fuzzy Match for Online Data Cleaning 2003 SIGMOD 0.00040666376
228 Reference Reconciliation in Complex Information Spaces 2005 SIGMOD 0.00032266415
268 A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification 2005 SIGMOD 0.00029739054
621 Improving Data Quality: Consistency and Accuracy 2007 VLDB 0.00018978331
656 ERACER: A Database Approach for Statistical Inference and Data Cleaning 2010 SIGMOD 0.00018590675
700 Reasoning about Record Matching Rules 2009 VLDB 0.00017927576
733 Discovering Data Quality Rules 2008 VLDB 0.00017428132
1,160 Towards Certain Fixes with Editing Rules and Master Data 2010 VLDB 0.0001358129
2,591 DogmatiX Tracks down Duplicates in XML 2005 SIGMOD 8.4851409e-05
3,366 Modeling and Querying Possible Repairs in Duplicate Detection 2009 VLDB 7.1671634e-05
3,690 GDR: A System for Guided Data Repair 2010 SIGMOD 6.8351349e-05
5,095 Global Detection of Complex Copying Relationships Between Sources 2010 VLDB 5.6967761e-05
6,808 Record Linkage with Uniqueness Constraints and Erroneous Values 2010 VLDB 4.9155856e-05
8,046 Information Theory for Data Management 2010 SIGMOD 4.5949091e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
9,380 Constraint-Variance Tolerant Data Repairing 2016 SIGMOD 4.3439402e-05
8,839 The Cost of Representation by Subset Repairs 2025 VLDB 4.4346105e-05
1,197 The LLUNATIC Data-Cleaning Framework 2013 VLDB 0.00013373177
1,625 Sampling the Repairs of Functional Dependency Violations under Hard Constraints 2010 VLDB 0.0001109361
7,701 Counting and Enumerating (Preferred) Database Repairs 2017 PODS 4.6690279e-05
2,417 Combining Quantitative and Logical Data Cleaning 2016 VLDB 8.8502556e-05
1,160 Towards Certain Fixes with Editing Rules and Master Data 2010 VLDB 0.0001358129
621 Improving Data Quality: Consistency and Accuracy 2007 VLDB 0.00018978331
268 A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification 2005 SIGMOD 0.00029739054
3,198 Towards Dependable Data Repairing with Fixing Rules 2014 SIGMOD 7.4029546e-05