Making SQL Queries Correct on Incomplete Databases: A Feasibility Study
Summary: Empirically demonstrates that standard SQL semantics over NULLs frequently yields incorrect answers on real workloads (TPC-H), especially for queries with negation. Proposes a novel FO-query rewriting that computes certain answers efficiently in practice, fixing prior impractical methods with modest overhead and no loss of correct results. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 10 of 10 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,148 | A Formal Semantics of SQL Queries, Its Validation, and Applications | 2018 | VLDB | 6.4079361e-05 |
| 4,273 | Cleaning Denial Constraint Violations through Relaxation | 2020 | SIGMOD | 6.3003864e-05 |
| 4,806 | Uncertainty Annotated Databases - A Lightweight Approach for Approximating Certain Answers | 2019 | SIGMOD | 5.9092698e-05 |
| 5,388 | Troubles with Nulls, Views from the Users | 2022 | VLDB | 5.5373113e-05 |
| 5,703 | ACID: A System for Computing Approximate Certain Query Answers over Incomplete Databases | 2018 | SIGMOD | 5.3643177e-05 |
| 6,781 | SQL Nulls and Two-Valued Logic | 2023 | PODS | 4.927459e-05 |
| 7,436 | Schema Mappings for Data Graphs | 2017 | PODS | 4.7311358e-05 |
| 7,941 | Efficient Uncertainty Tracking for Complex Queries with Attribute-level Bounds | 2021 | SIGMOD | 4.613363e-05 |
| 8,803 | Coping with Incomplete Data: Recent Advances | 2020 | PODS | 4.4470842e-05 |
| 9,044 | Efficient Approximation of Certain and Possible Answers for Ranking and Window Queries over Uncertain Data | 2023 | VLDB | 4.4039656e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 48 | Data Integration: A Theoretical Perspective | 2002 | PODS | 0.00069720859 |
| 71 | How Good Are Query Optimizers, Really? | 2016 | VLDB | 0.00059038975 |
| 483 | Clio Grows Up: From Research Prototype to Industrial Tool | 2005 | SIGMOD | 0.00022125107 |
| 528 | Database Relations with Null Values (Extended Abstract) | 1982 | PODS | 0.0002084153 |
| 1,883 | The iBench Integration Metadata Generator | 2016 | VLDB | 0.00010215862 |
| 2,634 | STBenchmark: Towards a Benchmark for Mapping Systems | 2008 | VLDB | 8.4048633e-05 |
| 3,051 | Partial Results in Database Systems | 2014 | SIGMOD | 7.6512591e-05 |
| 3,830 | ++Spicy: an Open-Source Tool for Second-Generation Schema Mapping and Data Exchange | 2011 | VLDB | 6.7193951e-05 |
| 4,759 | On Relational Algebra With Marked Nulls | 1984 | PODS | 5.9416104e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,393 | Incomplete Information and Certain Answers in General Data Models | 2011 | PODS | 4.7428879e-05 |
| 12,209 | Completeness of Queries over Incomplete Databases | 2011 | VLDB | 4.1945683e-05 |
| 11,161 | Querying Incomplete Numerical Data: Between Certain and Possible Answers | 2023 | PODS | 4.1945683e-05 |
| 963 | Null Values in Data Base Management: A Denotational Semantics Approach | 1979 | SIGMOD | 0.00014980053 |
| 5,494 | Incomplete Data: What Went Wrong, and How to Fix It | 2014 | PODS | 5.4759469e-05 |
| 4,148 | A Formal Semantics of SQL Queries, Its Validation, and Applications | 2018 | VLDB | 6.4079361e-05 |
| 8,803 | Coping with Incomplete Data: Recent Advances | 2020 | PODS | 4.4470842e-05 |
| 6,781 | SQL Nulls and Two-Valued Logic | 2023 | PODS | 4.927459e-05 |
| 5,388 | Troubles with Nulls, Views from the Users | 2022 | VLDB | 5.5373113e-05 |
| 5,733 | Explaining Wrong Queries Using Small Examples | 2019 | SIGMOD | 5.3483446e-05 |