The Complexity of Causality and Responsibility for Query Answers and non-Answers
Summary: Adapts Halpern-Pearl-Chockler causality to define causes and responsibility for answers and non-answers, with ranking. Conjunctive-query causes are PTIME; responsibility has a PTIME/NP-complete dichotomy with max-flow in PTIME and LOGSPACE-hardness. (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. Katherine F. Moore (University of Washington)
- 4. Dan Suciu (University of Washington)
BibTeX Citation
@article{meliou_vldb11,
title = {{The Complexity of Causality and Responsibility for Query Answers and non-Answers}},
author = {Meliou, Alexandra and Gatterbauer, Wolfgang and Moore, Katherine F. and Suciu, Dan},
journal = {PVLDB},
series = {{VLDB} '11},
volume = {4},
number = {1},
pages = {34--45},
doi = {10.14778/1880172.1880176},
url = {https://doi.org/10.14778/1880172.1880176},
year = {2011}
}Incoming Citations (Sorted by Pagerank)
Showing 50 of 55 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 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 | 0.00059752575 |
| 391 | Why Not? | 2009 | SIGMOD | 0.00019238698 |
| 587 | Management of Probabilistic Data: Foundations and Challenges | 2007 | PODS | 0.00015933201 |
| 622 | On the Provenance of Non-Answers to Queries over Extracted Data | 2008 | VLDB | 0.00015484312 |
| 791 | How to ConQueR Why-Not Questions | 2010 | SIGMOD | 0.00013976192 |
| 2,360 | Artemis: A System for Analyzing Missing Answers | 2009 | VLDB | 8.5770202e-05 |
| 2,860 | Secondary-Storage Confidence Computation for Conjunctive Queries with Inequalities | 2009 | SIGMOD | 7.9338024e-05 |
| 3,974 | On the Complexity of Deriving Schema Mappings from Database Instances | 2008 | PODS | 6.8868916e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 2,458 | Tracing Data Errors with View-Conditioned Causality | 2011 | SIGMOD |
| 2 | 3,870 | On the Complexity of the Containment Problem for Conjunctive Queries with Built-in Predicates | 1998 | PODS |
| 3 | 7,705 | Consistent Query Answering for Primary Keys on Path Queries | 2021 | PODS |
| 4 | 1,503 | The Complexity of Evaluating Relational Queries | 1983 | PODS |
| 5 | 11,469 | Consistent Query Answering for Primary Keys on Rooted Tree Queries | 2024 | PODS |
| 6 | 7,419 | A Unified Approach for Resilience and Causal Responsibility with Integer Linear Programming (ILP) and LP Relaxations | 2023 | SIGMOD |
| 7 | 8,275 | The Complexity of Why-Provenance for Datalog Queries | 2024 | PODS |
| 8 | 1,735 | The Data Complexity of Consistent Query Answering for Self-Join-Free Conjunctive Queries Under Primary Key Constraints | 2015 | PODS |
| 9 | 11,490 | Below and Above Why-Provenance for Datalog Queries | 2024 | PODS |
| 10 | 4,062 | The Complexity of Resilience and Responsibility for Self-Join-Free Conjunctive Queries | 2016 | VLDB |