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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
5936
Venue
SIGMOD
Year
2020
Pagerank
4.8445108e-05
Overall Rank
7,066 | 50.85%
DOI
10.1145/3318464.3389721

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 13 of 13 citing papers.

Rank Citing Paper Year Venue Pagerank
6,565 Toward Interpretable and Actionable Data Analysis with Explanations and Causality 2022 VLDB 5.0081626e-05
6,887 Synthesizing Linked Data Under Cardinality and Integrity Constraints 2021 SIGMOD 4.8937852e-05
7,667 Fast Detection of Denial Constraint Violations 2022 VLDB 4.683767e-05
8,836 Fast Approximate Denial Constraint Discovery 2023 VLDB 4.4393184e-05
8,840 The Cost of Representation by Subset Repairs 2025 VLDB 4.4388652e-05
9,043 Query-Guided Resolution in Uncertain Databases 2023 SIGMOD 4.4039656e-05
9,348 GIDCL: A Graph-Enhanced Interpretable Data Cleaning Framework with Large Language Models 2024 SIGMOD 4.3526427e-05
10,019 Guardrail: Automated Integrity Constraint Synthesis From Noisy Data 2026 SIGMOD 4.1945683e-05
10,140 Analyzing Deviations from Monotonic Trends through Database Repair 2026 SIGMOD 4.1945683e-05
10,513 Computing Inconsistency Measures Under Differential Privacy 2025 SIGMOD 4.1945683e-05
10,676 Meaningful Data Erasure in the Presence of Dependencies 2025 VLDB 4.1945683e-05
11,223 Splitting Tuples of Mismatched Entities 2023 SIGMOD 4.1945683e-05
11,616 MuSe: Multiple Deletion Semantics for Data Repair 2020 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
31 Provenance Semirings 2007 PODS 0.0007857786
192 HoloClean: Holistic Data Repairs with Probabilistic Inference 2017 VLDB 0.00035728858
199 Declarative Data Cleaning: Language, Model, and Algorithms 2001 VLDB 0.00035041015
655 On Propagation of Deletions and Annotations Through Views 2002 PODS 0.00018608845
667 Incremental Knowledge Base Construction Using DeepDive 2015 VLDB 0.00018440557
942 A Formal Approach to Finding Explanations for Database Queries 2014 SIGMOD 0.00015155714
1,866 Update Exchange with Mappings and Provenance 2007 VLDB 0.00010272139
2,402 Causality and Explanations in Databases 2014 VLDB 8.8928361e-05
2,460 Combining Quantitative and Logical Data Cleaning 2016 VLDB 8.7617484e-05
2,649 Explaining Query Answers with Explanation-Ready Databases 2016 VLDB 8.3719123e-05
3,042 Dichotomies in the Complexity of Preferred Repairs 2015 PODS 7.669374e-05
6,662 Selective Provenance for Datalog Programs Using Top-K Queries 2015 VLDB 4.9704872e-05
8,710 Data Conflict Resolution Using Trust Mappings 2010 SIGMOD 4.4631858e-05
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2,566 Database Repairs and Consistent Query Answering: Origins and Further Developments 2019 PODS 8.5243847e-05
6,705 Consistent Query Answers in Inconsistent Probabilistic Databases 2010 SIGMOD 4.9549359e-05
5,398 Cleaning Inconsistencies in Information Extraction via Prioritized Repairs 2014 PODS 5.5295577e-05
1,624 Sampling the Repairs of Functional Dependency Violations under Hard Constraints 2010 VLDB 0.00011099222
265 A Cost-Based Model and Effective Heuristic for Repairing Constraints by Value Modification 2005 SIGMOD 0.00029763412
8,132 Counting Database Repairs Entailing a Query: The Case of Functional Dependencies 2022 PODS 4.5784634e-05
2,823 Interaction between Record Matching and Data Repairing 2011 SIGMOD 8.0593894e-05
3,192 Towards Dependable Data Repairing with Fixing Rules 2014 SIGMOD 7.4095761e-05
11,616 MuSe: Multiple Deletion Semantics for Data Repair 2020 VLDB 4.1945683e-05
7,702 Counting and Enumerating (Preferred) Database Repairs 2017 PODS 4.6736471e-05