Counting and Enumerating (Preferred) Database Repairs
Summary: Establishes data-complexity dichotomies for counting subset repairs (traditional and preference-based under common semantics) across the entire space of functional dependencies. Provides delay-guaranteed enumeration algorithms for preferred repairs even under general conflict graphs/hypergraphs. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Ester Livshits (Technion)
- 2. Benny Kimelfeld (Technion)
BibTeX Citation
@inproceedings{livshits_pods17,
address = {New York, NY, USA},
series = {{PODS} '17},
title = {{Counting and Enumerating (Preferred) Database Repairs}},
url = {https://dl.acm.org/doi/10.1145/3034786.3056107},
doi = {10.1145/3034786.3056107},
booktitle = {Proceedings of the {ACM} {SIGMOD} Symposium on {Principles} of {Database} {Systems}},
publisher = {Association for Computing Machinery},
author = {Livshits, Ester and Kimelfeld, Benny},
year = {2017}
}Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,361 | Computing Optimal Repairs for Functional Dependencies | 2018 | PODS | 0.00010917917 |
| 2,613 | Database Repairs and Consistent Query Answering: Origins and Further Developments | 2019 | PODS | 8.2260448e-05 |
| 5,864 | Properties of Inconsistency Measures for Databases | 2021 | SIGMOD | 5.9663944e-05 |
| 8,062 | Evaluating Top-k Queries with Inconsistency Degrees | 2020 | VLDB | 5.3955302e-05 |
| 9,004 | The Cost of Representation by Subset Repairs | 2025 | VLDB | 5.2389669e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 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 |
| 767 | The LLUNATIC Data-Cleaning Framework | 2013 | VLDB | 0.00014114806 |
| 1,735 | The Data Complexity of Consistent Query Answering for Self-Join-Free Conjunctive Queries Under Primary Key Constraints | 2015 | PODS | 9.7545681e-05 |
| 2,762 | Dichotomies in the Complexity of Preferred Repairs | 2015 | PODS | 8.0441688e-05 |
| 4,437 | Maximizing Conjunctive Views in Deletion Propagation | 2011 | PODS | 6.6001218e-05 |
| 4,588 | Cleaning Inconsistencies in Information Extraction via Prioritized Repairs | 2014 | PODS | 6.5155201e-05 |
| 5,281 | Determining the Currency of Data | 2011 | PODS | 6.199083e-05 |
| 5,994 | A Dichotomy in the Complexity of Deletion Propagation with Functional Dependencies | 2012 | PODS | 5.922611e-05 |
| 6,499 | Full Disjunctions: Polynomial-Delay Iterators in Action | 2006 | VLDB | 5.7650247e-05 |
| 7,543 | Determining the Relative Accuracy of Attributes | 2013 | SIGMOD | 5.4986002e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 12,501 | Certain Query Answering in Partially Consistent Databases | 2014 | VLDB |
| 2 | 5,374 | Counting Database Repairs under Primary Keys Revisited | 2019 | PODS |
| 3 | 8,280 | The Computation of Optimal Subset Repairs | 2020 | VLDB |
| 4 | 2,784 | Interaction between Record Matching and Data Repairing | 2011 | SIGMOD |
| 5 | 9,004 | The Cost of Representation by Subset Repairs | 2025 | VLDB |
| 6 | 188 | A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification | 2005 | SIGMOD |
| 7 | 5,779 | Consistent Query Answers in Inconsistent Probabilistic Databases | 2010 | SIGMOD |
| 8 | 8,407 | Counting Database Repairs Entailing a Query: The Case of Functional Dependencies | 2022 | PODS |
| 9 | 2,762 | Dichotomies in the Complexity of Preferred Repairs | 2015 | PODS |
| 10 | 1,361 | Computing Optimal Repairs for Functional Dependencies | 2018 | PODS |