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Database Repairs and Consistent Query Answering: Origins and Further Developments

Summary: Survey tracing origins and early developments of database repairs and consistent query answering, emphasizing foundational motivations, repair semantics, and representative examples. Spotlights recent, fruitful links to database causality and lesser‑known follow-up research directions. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
1770
Venue
PODS
Year
2019
Pagerank
8.5243847e-05
Overall Rank
2,566 | 82.16%
DOI
10.1145/3294052.3322190

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 12 of 12 citing papers.

Rank Citing Paper Year Venue Pagerank
4,102 GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data 2023 SIGMOD 6.4522929e-05
6,112 A Dichotomy in the Complexity of Consistent Query Answering for Two Atom Queries With Self-Join 2024 PODS 5.2048658e-05
7,069 Consistent Query Answering for Primary Keys on Path Queries 2021 PODS 4.8438319e-05
7,605 The Computation of Optimal Subset Repairs 2020 VLDB 4.697534e-05
7,667 Fast Detection of Denial Constraint Violations 2022 VLDB 4.683767e-05
8,145 Evaluating Top-k Queries with Inconsistency Degrees 2020 VLDB 4.5761263e-05
8,261 Counting Problems over Incomplete Databases 2020 PODS 4.5483999e-05
8,970 First-Order Rewritability in Consistent Query Answering with Respect to Multiple Keys 2020 PODS 4.4188963e-05
10,899 Consistent Query Answering for Primary Keys on Rooted Tree Queries 2024 PODS 4.1945683e-05
10,928 Computing Range Consistent Answers to Aggregation Queries via Rewriting 2024 PODS 4.1945683e-05
11,178 LinCQA: Faster Consistent Query Answering with Linear Time Guarantees 2023 SIGMOD 4.1945683e-05
11,325 A Dichotomy in Consistent Query Answering for Primary Keys and Unary Foreign Keys 2022 PODS 4.1945683e-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
48 Data Integration: A Theoretical Perspective 2002 PODS 0.00069720859
49 Consistent Query Answers in Inconsistent Databases 1999 PODS 0.00067660624
192 HoloClean: Holistic Data Repairs with Probabilistic Inference 2017 VLDB 0.00035728858
265 A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification 2005 SIGMOD 0.00029763412
833 Guided Data Repair 2011 VLDB 0.00016138432
942 A Formal Approach to Finding Explanations for Database Queries 2014 SIGMOD 0.00015155714
1,102 On the Decidability and Complexity of Query Answering over Inconsistent and Incomplete Databases 2003 PODS 0.00014049364
1,119 The Complexity of Causality and Responsibility for Query Answers and non-Answers 2011 VLDB 0.0001386199
1,197 The LLUNATIC Data-Cleaning Framework 2013 VLDB 0.00013390321
2,243 The Data Complexity of Consistent Query Answering for Self-Join-Free Conjunctive Queries Under Primary Key Constraints 2015 PODS 9.2166927e-05
3,042 Dichotomies in the Complexity of Preferred Repairs 2015 PODS 7.669374e-05
3,360 Modeling and Querying Possible Repairs in Duplicate Detection 2009 VLDB 7.1742067e-05
6,705 Consistent Query Answers in Inconsistent Probabilistic Databases 2010 SIGMOD 4.9549359e-05
7,702 Counting and Enumerating (Preferred) Database Repairs 2017 PODS 4.6736471e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
5,360 Counting Database Repairs under Primary Keys Revisited 2019 PODS 5.5481038e-05
6,546 Properties of Inconsistency Measures for Databases 2021 SIGMOD 5.0185588e-05
7,069 Consistent Query Answering for Primary Keys on Path Queries 2021 PODS 4.8438319e-05
2,823 Interaction between Record Matching and Data Repairing 2011 SIGMOD 8.0593894e-05
7,703 Uniform Operational Consistent Query Answering 2022 PODS 4.673644e-05
5,445 QFix: Diagnosing Errors through Query Histories 2017 SIGMOD 5.5020909e-05
623 Improving Data Quality: Consistency and Accuracy 2007 VLDB 0.00018996374
6,739 Benchmarking Approximate Consistent Query Answering 2021 PODS 4.9449088e-05
49 Consistent Query Answers in Inconsistent Databases 1999 PODS 0.00067660624
6,705 Consistent Query Answers in Inconsistent Probabilistic Databases 2010 SIGMOD 4.9549359e-05