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Explaining Wrong Queries Using Small Examples

Summary: From a known counterexample D for Q1 vs Q2, identifies the smallest D' ⊆ D with Q1(D') ≠ Q2(D'). Provenance- and constraint-solving–based algorithms cover negation and aggregation; evaluated on TPC-H and student queries, with a teaching user study. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5678
Venue
SIGMOD
Year
2019
Pagerank
5.3483446e-05
Overall Rank
5,733 | 60.12%
DOI
10.1145/3299869.3319866

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Showing 13 of 13 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 18 of 18 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
214 Scorpion: Explaining Away Outliers in Aggregate Queries 2013 VLDB 0.0003363692
487 Why Not? 2009 SIGMOD 0.00022050218
652 On the Provenance of Non-Answers to Queries over Extracted Data 2008 VLDB 0.00018634477
942 A Formal Approach to Finding Explanations for Database Queries 2014 SIGMOD 0.00015155714
1,057 Cosette: An Automated Prover for SQL 2017 CIDR 0.0001439886
1,106 Provenance for Aggregate Queries 2011 PODS 0.0001398766
1,125 How to ConQueR Why-Not Questions 2010 SIGMOD 0.00013845652
1,866 Update Exchange with Mappings and Provenance 2007 VLDB 0.00010272139
2,035 Generating Example Data for Dataflow Programs 2009 SIGMOD 9.7149269e-05
2,103 Deciding Equivalences among Aggregate Queries 1998 PODS 9.5385023e-05
2,173 Querying Data Provenance 2010 SIGMOD 9.3676609e-05
2,256 ProvSQL: Provenance and Probability Management in PostgreSQL 2018 VLDB 9.1879032e-05
2,280 SMOKE: Fine-grained Lineage at Interactive Speed 2018 VLDB 9.1111033e-05
2,562 Explaining Missing Answers to SPJUA Queries 2010 VLDB 8.5386194e-05
2,790 Artemis: A System for Analyzing Missing Answers 2009 VLDB 8.1239026e-05
9,293 Breathing Life into Database Textbooks 2015 CIDR 4.3613443e-05
11,666 RATest: Explaining Wrong Relational Queries Using Small Examples 2019 SIGMOD 4.1945683e-05
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