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Consistent Query Answers in Inconsistent Databases

Summary: Defines consistent answers as query results invariant across all minimal repairs of an inconsistent relational database. Presents an iterative algorithm, with soundness/completeness for some constraint/query classes and termination proofs for several constraint types. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
hb0ba0162eeb001b7
Venue
PODS
Year
1999
Pagerank
0.00049349003
Overall Rank
33 | 99.78%
DOI
10.1145/303976.303983

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{arenas_pods99,
        address = {New York, NY, USA},
        series = {{PODS} '99},
        title = {{Consistent Query Answers in Inconsistent Databases}},
        url = {https://dl.acm.org/doi/10.1145/303976.303983},
        doi = {10.1145/303976.303983},
        booktitle = {Proceedings of the {ACM} {SIGMOD} Symposium on {Principles} of {Database} {Systems}},
        publisher = {Association for Computing Machinery},
        author = {Arenas, Marcelo and Bertossi, Leopoldo and Chomicki, Jan},
        year = {1999}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 109 citing papers.

Rank Citing Paper Year Venue Pagerank
24 Data Integration: A Theoretical Perspective 2002 PODS 0.00055043581
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
504 A Bayesian Approach to Discovering Truth from Conflicting Sources for Data Integration 2012 VLDB 0.00017164466
526 Improving Data Quality: Consistency and Accuracy 2007 VLDB 0.00016886621
595 ConQuer: Efficient Management of Inconsistent Databases 2005 SIGMOD 0.00015798582
767 The LLUNATIC Data-Cleaning Framework 2013 VLDB 0.00014114806
897 On the Decidability and Complexity of Query Answering over Inconsistent and Incomplete Databases 2003 PODS 0.00013204612
989 Towards Certain Fixes with Editing Rules and Master Data 2010 VLDB 0.0001265344
1,114 Principles of Dataspace Systems 2006 PODS 0.00011964697
1,348 Sampling the Repairs of Functional Dependency Violations under Hard Constraints 2010 VLDB 0.0001094733
1,361 Computing Optimal Repairs for Functional Dependencies 2018 PODS 0.00010917917
1,735 The Data Complexity of Consistent Query Answering for Self-Join-Free Conjunctive Queries Under Primary Key Constraints 2015 PODS 9.7545681e-05
1,761 Reconciling while Tolerating Disagreement in Collaborative Data Sharing 2006 SIGMOD 9.7093946e-05
1,809 ORCHESTRA: Rapid, Collaborative Sharing of Dynamic Data 2005 CIDR 9.5935116e-05
1,847 Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions 2021 VLDB 9.5120573e-05
2,055 Combining Quantitative and Logical Data Cleaning 2016 VLDB 9.1128336e-05
2,204 OLAP Over Uncertain and Imprecise Data 2005 VLDB 8.8558582e-05
2,364 Dependencies for Graphs 2017 PODS 8.5665938e-05
2,403 A Revival of Integrity Constraints for Data Cleaning 2008 VLDB 8.5187113e-05
2,543 From Complete to Incomplete Information and Back 2007 SIGMOD 8.3182354e-05
2,554 Peer Data Exchange 2005 PODS 8.3056046e-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
2,717 Partial Results in Database Systems 2014 SIGMOD 8.0980367e-05
2,762 Dichotomies in the Complexity of Preferred Repairs 2015 PODS 8.0441688e-05
2,949 Reverse Data Management 2011 VLDB 7.821181e-05
2,964 Towards Dependable Data Repairing with Fixing Rules 2014 SIGMOD 7.8052551e-05
2,989 Data Exchange and Incomplete Information 2006 PODS 7.7755739e-05
3,360 Cleaning Denial Constraint Violations through Relaxation 2020 SIGMOD 7.3767115e-05
3,426 Modeling and Querying Possible Repairs in Duplicate Detection 2009 VLDB 7.3087723e-05
3,503 On the Decidability and Finite Controllability of Query Processing in Databases with Incomplete Information 2006 PODS 7.2520222e-05
3,941 GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data 2023 SIGMOD 6.9138042e-05
3,974 On the Complexity of Deriving Schema Mappings from Database Instances 2008 PODS 6.8868916e-05
4,342 Possible and Certain SQL Keys 2015 VLDB 6.6510065e-05
4,531 Database Principles in Information Extraction 2014 PODS 6.558436e-05
4,588 Cleaning Inconsistencies in Information Extraction via Prioritized Repairs 2014 PODS 6.5155201e-05
4,655 A Temporal-Probabilistic Database Model for Information Extraction 2013 VLDB 6.4849316e-05
4,656 Update Rewriting and Integrity Constraint Maintenance in a Schema Evolution Support System: PRISM++ 2011 VLDB 6.4827966e-05
4,868 Uncertainty Annotated Databases - A Lightweight Approach for Approximating Certain Answers 2019 SIGMOD 6.3748367e-05
5,374 Counting Database Repairs under Primary Keys Revisited 2019 PODS 6.156895e-05
5,460 ConQuer: A System for Efficient Querying Over Inconsistent Databases 2005 VLDB 6.1227001e-05
5,513 Big Graphs: Challenges and Opportunities 2022 VLDB 6.0986544e-05
5,569 Exploring Change – A New Dimension of Data Analytics 2019 VLDB 6.0813343e-05
5,645 Repairing Vertex Labels under Neighborhood Constraints 2014 VLDB 6.0533594e-05
5,713 Believe It or Not: Adding Belief Annotations to Databases 2009 VLDB 6.0216473e-05
5,739 Capturing Missing Tuples and Missing Values 2010 PODS 6.011429e-05
5,740 Relative Information Completeness 2009 PODS 6.011429e-05
5,742 An Operational Approach to Consistent Query Answering 2018 PODS 6.0108123e-05
5,779 Consistent Query Answers in Inconsistent Probabilistic Databases 2010 SIGMOD 5.9976039e-05
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