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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
h784b71f86878ab0a
Venue
SIGMOD
Year
2023
Pagerank
4.9793485e-05
Overall Rank
11,699 | 21.35%
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
11,469 Consistent Query Answering for Primary Keys on Rooted Tree Queries 2024 PODS 4.9793485e-05
11,494 Computing Range Consistent Answers to Aggregation Queries via Rewriting 2024 PODS 4.9793485e-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 0.00049349003
104 HoloClean: Holistic Data Repairs with Probabilistic Inference 2017 VLDB 0.00033690989
483 ActiveClean: Interactive Data Cleaning For Statistical Modeling 2016 VLDB 0.00017590977
595 ConQuer: Efficient Management of Inconsistent Databases 2005 SIGMOD 0.00015798582
767 The LLUNATIC Data-Cleaning Framework 2013 VLDB 0.00014114806
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
1,735 The Data Complexity of Consistent Query Answering for Self-Join-Free Conjunctive Queries Under Primary Key Constraints 2015 PODS 9.7545681e-05
1,847 Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions 2021 VLDB 9.5120573e-05
2,051 Messing Up with BART: Error Generation for Evaluating Data-Cleaning Algorithms 2016 VLDB 9.1199511e-05
2,055 Combining Quantitative and Logical Data Cleaning 2016 VLDB 9.1128336e-05
2,423 BigDansing: A System for Big Data Cleansing 2015 SIGMOD 8.4877894e-05
2,504 Query-Oriented Data Cleaning with Oracles 2015 SIGMOD 8.3782213e-05
2,595 Efficient Querying of Inconsistent Databases with Binary Integer Programming 2013 VLDB 8.2422907e-05
2,613 Database Repairs and Consistent Query Answering: Origins and Further Developments 2019 PODS 8.2260448e-05
2,745 Transform-Data-by-Example (TDE): An Extensible Search Engine for Data Transformations 2018 VLDB 8.0668395e-05
4,347 Horizon: Scalable Dependency-driven Data Cleaning 2021 VLDB 6.6469984e-05
5,175 Cleaning Uncertain Data with Quality Guarantees 2008 VLDB 6.2429707e-05
5,892 Consistent Query Answering for Primary Keys and Conjunctive Queries with Negated Atoms 2018 PODS 5.956925e-05
6,152 NADEEF: A Generalized Data Cleaning System 2013 VLDB 5.8693135e-05
6,808 Benchmarking Approximate Consistent Query Answering 2021 PODS 5.6763412e-05
7,230 On the First-order Expressibility of Computing Certain Answers to Conjunctive Queries over Uncertain Databases 2010 PODS 5.5795492e-05
7,705 Consistent Query Answering for Primary Keys on Path Queries 2021 PODS 5.4737304e-05
8,059 A Grammar-based Entity Representation Framework for Data Cleaning 2009 SIGMOD 5.3965759e-05
9,305 First-Order Rewritability in Consistent Query Answering with Respect to Multiple Keys 2020 PODS 5.1976693e-05
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