Towards Sustainable Insights or why polygamy is bad for you
Summary: Shows automated visualization/exploration tools inflate false discoveries by surfacing spurious correlations (sauna–Stonebraker anecdote) and analyzes the implicit multiple-testing risks in current systems. Proposes QUDE to model and control exploration risk factors to bound false discoveries. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Carsten Binnig
- 2. Lorenzo De Stefani
- 3. Tim Kraska
- 4. Eli Upfal
- 5. Emanuel Zgraggen
- 6. Zheguang Zhao
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,810 | Bias in OLAP Queries: Detection, Explanation, and Removal (Or Think Twice About Your AVG-Query) | 2018 | SIGMOD | 8.0810163e-05 |
| 5,484 | DeepEye: Creating Good Data Visualizations by Keyword Search | 2018 | SIGMOD | 5.4826544e-05 |
| 6,160 | A Demonstration of Interactive Analysis of Performance Measurements with Viska | 2017 | SIGMOD | 5.1758344e-05 |
| 7,262 | HypDB: A Demonstration of Detecting, Explaining and Resolving Bias in OLAP queries | 2018 | VLDB | 4.78584e-05 |
| 11,691 | Enabling Data Science for the Majority | 2019 | VLDB | 4.1945683e-05 |
| 11,786 | Safe Visual Data Exploration | 2017 | SIGMOD | 4.1945683e-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 |
|---|---|---|---|---|
| 460 | SeeDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics | 2015 | VLDB | 0.00022516069 |
| 543 | MLbase: A Distributed Machine-learning System | 2013 | CIDR | 0.00020526854 |
| 1,397 | Analytic Database Technologies for a New Kind of User - The Data Enthusiast | 2012 | SIGMOD | 0.00012199672 |
| 1,552 | Overview of Data Exploration Techniques | 2015 | SIGMOD | 0.00011408814 |
| 1,918 | VizDeck: Self-Organizing Dashboards for Visual Analytics | 2012 | SIGMOD | 0.00010097599 |
| 2,104 | Data Polygamy: The Many-Many Relationships among Urban Spatio-Temporal Data Sets | 2016 | SIGMOD | 9.536298e-05 |
| 2,184 | A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data | 2014 | SIGMOD | 9.3429789e-05 |
| 2,251 | Vizdom: Interactive Analytics through Pen and Touch | 2015 | VLDB | 9.1986441e-05 |
| 6,941 | Estimating the Impact of Unknown Unknowns on Aggregate Query Results | 2016 | SIGMOD | 4.8924e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,217 | QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data | 2019 | SIGMOD | 5.6227959e-05 |
| 7,872 | Probabilistic Database Summarization for Interactive Data Exploration | 2017 | VLDB | 4.6307184e-05 |
| 7,314 | Efficient Evaluation of Object-Centric Exploration Queries for Visualization | 2015 | VLDB | 4.7648346e-05 |
| 4,619 | Crowd-Based Deduplication: An Adaptive Approach | 2015 | SIGMOD | 6.0444854e-05 |
| 8,755 | Multivariate Correlations Discovery in Static and Streaming Data | 2022 | VLDB | 4.456315e-05 |
| 9,035 | Data-Driven Insight Synthesis for Multi-Dimensional Data | 2024 | VLDB | 4.4039656e-05 |
| 3,935 | CrowdQ: Crowdsourced Query Understanding | 2013 | CIDR | 6.6163464e-05 |
| 1,137 | User-adaptive exploration of multidimensional data | 2000 | VLDB | 0.00013730532 |
| 2,734 | Controlling False Discoveries During Interactive Data Exploration | 2017 | SIGMOD | 8.2078306e-05 |
| 11,786 | Safe Visual Data Exploration | 2017 | SIGMOD | 4.1945683e-05 |