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On Multiple Semantics for Declarative Database Repairs

Summary: Delta Rules: rule-based framework for declarative DB repairs, Denial Constraints, Causal Rules, and triggers. No single semantics; offers semantics with output/cost tradeoffs, evaluated on academic search and TPC-H, vs SQL triggers and a top repair system. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5998
Venue
SIGMOD
Year
2020
Pagerank
5.8090585e-05
Overall Rank
6,664 | 54.28%
DOI
10.1145/3318464.3389721

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{gilad_sigmod20,
        title = {{On Multiple Semantics for Declarative Database Repairs}},
        author = {Gilad, Amir and Deutch, Daniel and Roy, Sudeepa},
        series = {{SIGMOD} '20},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3318464.3389721},
        url = {https://dl.acm.org/doi/10.1145/3318464.3389721},
        year = {2020}
}

Incoming Citations (Sorted by Pagerank)

Showing 13 of 13 citing papers.

Rank Citing Paper Year Venue Pagerank
6,576 Toward Interpretable and Actionable Data Analysis with Explanations and Causality 2022 VLDB 5.8364729e-05
6,755 Synthesizing Linked Data Under Cardinality and Integrity Constraints 2021 SIGMOD 5.7830386e-05
7,396 Fast Detection of Denial Constraint Violations 2022 VLDB 5.6257228e-05
7,982 Fast Approximate Denial Constraint Discovery 2023 VLDB 5.5138609e-05
8,838 The Cost of Representation by Subset Repairs 2025 VLDB 5.3592132e-05
9,193 Query-Guided Resolution in Uncertain Databases 2023 SIGMOD 5.3058708e-05
9,437 GIDCL: A Graph-Enhanced Interpretable Data Cleaning Framework with Large Language Models 2024 SIGMOD 5.2687567e-05
10,317 Guardrail: Automated Integrity Constraint Synthesis From Noisy Data 2026 SIGMOD 5.093636e-05
10,429 Analyzing Deviations from Monotonic Trends through Database Repair 2026 SIGMOD 5.093636e-05
10,786 Computing Inconsistency Measures Under Differential Privacy 2025 SIGMOD 5.093636e-05
10,925 Meaningful Data Erasure in the Presence of Dependencies 2025 VLDB 5.093636e-05
11,424 Splitting Tuples of Mismatched Entities 2023 SIGMOD 5.093636e-05
11,811 MuSe: Multiple Deletion Semantics for Data Repair 2020 VLDB 5.093636e-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
17 Provenance Semirings 2007 PODS 0.00059843817
112 HoloClean: Holistic Data Repairs with Probabilistic Inference 2017 VLDB 0.00032801121
201 Declarative Data Cleaning: Language, Model, and Algorithms 2001 VLDB 0.00025558602
579 Incremental Knowledge Base Construction Using DeepDive 2015 VLDB 0.00016217563
620 On Propagation of Deletions and Annotations Through Views 2002 PODS 0.00015703409
663 A Formal Approach to Finding Explanations for Database Queries 2014 SIGMOD 0.00015174751
1,399 Computing Optimal Repairs for Functional Dependencies 2018 PODS 0.00010893312
1,599 Update Exchange with Mappings and Provenance 2007 VLDB 0.00010241307
1,943 Causality and Explanations in Databases 2014 VLDB 9.440636e-05
2,041 Combining Quantitative and Logical Data Cleaning 2016 VLDB 9.2692538e-05
2,195 Explaining Query Answers with Explanation-Ready Databases 2016 VLDB 8.9713779e-05
2,746 Dichotomies in the Complexity of Preferred Repairs 2015 PODS 8.1725014e-05
6,587 Selective Provenance for Datalog Programs Using Top-K Queries 2015 VLDB 5.8333865e-05
8,853 Data Conflict Resolution Using Trust Mappings 2010 SIGMOD 5.3576841e-05
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# Overall Rank Paper Year Venue
1 4,499 Cleaning Inconsistencies in Information Extraction via Prioritized Repairs 2014 PODS
2 1,332 Sampling the Repairs of Functional Dependency Violations under Hard Constraints 2010 VLDB
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4 185 A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification 2005 SIGMOD
5 8,241 Counting Database Repairs Entailing a Query: The Case of Functional Dependencies 2022 PODS
6 2,782 Interaction between Record Matching and Data Repairing 2011 SIGMOD
7 2,981 Towards Dependable Data Repairing with Fixing Rules 2014 SIGMOD
8 11,811 MuSe: Multiple Deletion Semantics for Data Repair 2020 VLDB
9 1,399 Computing Optimal Repairs for Functional Dependencies 2018 PODS
10 8,038 Counting and Enumerating (Preferred) Database Repairs 2017 PODS