Foresight: Recommending Visual Insights
Summary: Foresight ranks visual insights (top-k statistical properties) from high-dimensional data to automate EDA. Insight queries explore constrained strengths/attributes; global insight-space views and fast sketching scale to large data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Cağatay Demiralp (IBM)
- 2. Peter J. Haas (IBM)
- 3. Srinivasan Parthasarathy (IBM)
- 4. Tejaswini Pedapati (IBM)
BibTeX Citation
@article{demiralp_vldb17,
title = {{Foresight: Recommending Visual Insights}},
author = {Demiralp, Cağatay and Haas, Peter J. and Parthasarathy, Srinivasan and Pedapati, Tejaswini},
journal = {PVLDB},
series = {{VLDB} '17},
volume = {10},
number = {12},
pages = {1937--1940},
doi = {10.14778/3137765.3137813},
url = {https://doi.org/10.14778/3137765.3137813},
year = {2017}
}Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,725 | QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data | 2019 | SIGMOD | 6.4504342e-05 |
| 5,640 | DataPrep.EDA: Task-Centric Exploratory Data Analysis for Statistical Modeling in Python | 2021 | SIGMOD | 6.0548401e-05 |
| 5,930 | Hillview: A trillion-cell spreadsheet for big data | 2019 | VLDB | 5.9438354e-05 |
| 6,551 | ORBITS: Online Recovery of Missing Values in Multiple Time Series Streams | 2021 | VLDB | 5.750302e-05 |
| 9,192 | Data-Driven Insight Synthesis for Multi-Dimensional Data | 2024 | VLDB | 5.2110714e-05 |
| 10,630 | Data-Semantics-Aware Recommendation of Diverse Pivot Tables | 2026 | SIGMOD | 4.9793485e-05 |
| 11,964 | Boomerang: Proactive Insight-Based Recommendations for Guiding Conversational Data Analysis | 2021 | SIGMOD | 4.9793485e-05 |
| 12,148 | Data Pipelines for User Group Analytics | 2019 | SIGMOD | 4.9793485e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
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| 7 | 11,323 | LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes | 2025 | VLDB |
| 8 | 395 | SeeDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics | 2015 | VLDB |
| 9 | 9,139 | MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis | 2021 | SIGMOD |
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