Tracing Data Errors with View-Conditioned Causality
Summary: View-conditioned causality for identifying causes of unexpected query results across multiple views. Uses adapted causality and responsibility, reduces to SAT, and shows improved accuracy over Boolean influence on real mobile-tracking data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Alexandra Meliou (University of Washington)
- 2. Wolfgang Gatterbauer (University of Washington)
- 3. Suman Nath (Microsoft)
- 4. Dan Suciu (University of Washington)
BibTeX Citation
@inproceedings{meliou_sigmod11,
title = {{Tracing Data Errors with View-Conditioned Causality}},
author = {Meliou, Alexandra and Gatterbauer, Wolfgang and Nath, Suman and Suciu, Dan},
series = {{SIGMOD} '11},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/1989323.1989376},
url = {https://dl.acm.org/doi/10.1145/1989323.1989376},
year = {2011}
}
Incoming Citations (Sorted by Pagerank)
Showing 21 of 21 citing papers.
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 12 of 12 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 | 0.00059660827 |
| 24 | Data Integration: A Theoretical Perspective | 2002 | PODS | 0.00055201845 |
| 389 | Why Not? | 2009 | SIGMOD | 0.00019254758 |
| 524 | Schema Mappings, Data Exchange, and Metadata Management | 2005 | PODS | 0.00016888746 |
| 581 | The Complexity of Causality and Responsibility for Query Answers and non-Answers | 2011 | VLDB | 0.00016042765 |
| 593 | On Propagation of Deletions and Annotations Through Views | 2002 | PODS | 0.00015833398 |
| 624 | On the Provenance of Non-Answers to Queries over Extracted Data | 2008 | VLDB | 0.00015438077 |
| 790 | How to ConQueR Why-Not Questions | 2010 | SIGMOD | 0.00013929166 |
| 795 | Model Management 2.0: Manipulating Richer Mappings | 2007 | SIGMOD | 0.00013895182 |
| 1,079 | Curated Databases | 2008 | PODS | 0.00012117197 |
| 2,079 | Explaining Missing Answers to SPJUA Queries | 2010 | VLDB | 9.0602682e-05 |
| 2,371 | Artemis: A System for Analyzing Missing Answers | 2009 | VLDB | 8.5457987e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 4,852 | QFix: Diagnosing Errors through Query Histories | 2017 | SIGMOD |
| 2 | 8,540 | Causality-Guided Adaptive Interventional Debugging | 2020 | SIGMOD |
| 3 | 7,722 | Interactive Query Explanations Using Fine Grained Provenance | 2022 | SIGMOD |
| 4 | 9,090 | Understanding Queries by Conditional Instances | 2022 | SIGMOD |
| 5 | 2,328 | Causal Relational Learning | 2020 | SIGMOD |
| 6 | 11,405 | What If: Causal Analysis with Graph Databases | 2025 | VLDB |
| 7 | 6,450 | Summarized Causal Explanations For Aggregate Views | 2024 | SIGMOD |
| 8 | 1,989 | Causality and Explanations in Databases | 2014 | VLDB |
| 9 | 6,718 | Toward Interpretable and Actionable Data Analysis with Explanations and Causality | 2022 | VLDB |
| 10 | 581 | The Complexity of Causality and Responsibility for Query Answers and non-Answers | 2011 | VLDB |