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LinCQA: Faster Consistent Query Answering with Linear Time Guarantees

Summary: Identifies a class of acyclic SPJ queries where CQA has SQL rewritings with linear-time guarantees. Extends Yannakakis' acyclic-join approach to inconsistent data; LinCQA outputs SQL and non-recursive Datalog with negation, speedups over prior CQA systems. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6603
Venue
SIGMOD
Year
2023
Pagerank
5.093636e-05
Overall Rank
11,384 | 21.90%
DOI
10.1145/3588718

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

BibTeX Citation

@inproceedings{fan_sigmod23,
        title = {{LinCQA: Faster Consistent Query Answering with Linear Time Guarantees}},
        author = {Fan, Zhiwei and Koutris, Paraschos and Ouyang, Xiating and Wijsen, Jef},
        series = {{SIGMOD} '23},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3588718},
        url = {https://dl.acm.org/doi/10.1145/3588718},
        year = {2023}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank Citing Paper Year Venue Pagerank
11,121 Consistent Query Answering for Primary Keys on Rooted Tree Queries 2024 PODS 5.093636e-05
11,146 Computing Range Consistent Answers to Aggregation Queries via Rewriting 2024 PODS 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 25 of 25 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 0.00049907763
112 HoloClean: Holistic Data Repairs with Probabilistic Inference 2017 VLDB 0.00032801121
582 ActiveClean: Interactive Data Cleaning For Statistical Modeling 2016 VLDB 0.00016148948
586 ConQuer: Efficient Management of Inconsistent Databases 2005 SIGMOD 0.00016124396
800 The LLUNATIC Data-Cleaning Framework 2013 VLDB 0.00013911223
1,101 KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing 2015 SIGMOD 0.00012168934
1,323 Data Cleaning: Overview and Emerging Challenges 2016 SIGMOD 0.00011152602
1,707 The Data Complexity of Consistent Query Answering for Self-Join-Free Conjunctive Queries Under Primary Key Constraints 2015 PODS 9.9625097e-05
2,041 Combining Quantitative and Logical Data Cleaning 2016 VLDB 9.2692538e-05
2,142 Messing Up with BART: Error Generation for Evaluating Data-Cleaning Algorithms 2016 VLDB 9.0975882e-05
2,147 Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions 2021 VLDB 9.0831495e-05
2,398 BigDansing: A System for Big Data Cleansing 2015 SIGMOD 8.631172e-05
2,551 Efficient Querying of Inconsistent Databases with Binary Integer Programming 2013 VLDB 8.4290374e-05
2,565 Database Repairs and Consistent Query Answering: Origins and Further Developments 2019 PODS 8.4116912e-05
2,570 Query-Oriented Data Cleaning with Oracles 2015 SIGMOD 8.4061164e-05
2,978 Transform-Data-by-Example (TDE): An Extensible Search Engine for Data Transformations 2018 VLDB 7.9030989e-05
4,488 Horizon: Scalable Dependency-driven Data Cleaning 2021 VLDB 6.668457e-05
5,318 Cleaning Uncertain Data with Quality Guarantees 2008 VLDB 6.2672687e-05
5,773 Consistent Query Answering for Primary Keys and Conjunctive Queries with Negated Atoms 2018 PODS 6.0926349e-05
6,050 NADEEF: A Generalized Data Cleaning System 2013 VLDB 5.9945626e-05
6,674 Benchmarking Approximate Consistent Query Answering 2021 PODS 5.8066263e-05
7,088 On the First-order Expressibility of Computing Certain Answers to Conjunctive Queries over Uncertain Databases 2010 PODS 5.7068548e-05
7,558 Consistent Query Answering for Primary Keys on Path Queries 2021 PODS 5.5993651e-05
7,894 A Grammar-based Entity Representation Framework for Data Cleaning 2009 SIGMOD 5.5204248e-05
9,133 First-Order Rewritability in Consistent Query Answering with Respect to Multiple Keys 2020 PODS 5.3169677e-05
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