QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data
Summary: Proposes QuickInsights: a unified formulation of insights for multi-dimensional data and a systematic framework to discover high-quality patterns efficiently. Demonstrates effectiveness on 447 real datasets and user studies; released in Microsoft Power BI. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Rui Ding (Microsoft)
- 2. Shi Han (Microsoft)
- 3. Yong Xu (Microsoft)
- 4. Haidong Zhang (Microsoft)
- 5. Dongmei Zhang (Microsoft)
BibTeX Citation
@inproceedings{ding_sigmod19,
title = {{QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data}},
author = {Ding, Rui and Han, Shi and Xu, Yong and Zhang, Haidong and Zhang, Dongmei},
series = {{SIGMOD} '19},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3299869.3314037},
url = {https://dl.acm.org/doi/10.1145/3299869.3314037},
year = {2019}
}
Incoming Citations (Sorted by Pagerank)
Showing 12 of 12 citing papers.
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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 |
|---|---|---|---|---|
| 395 | SeeDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics | 2015 | VLDB | 0.00019165452 |
| 700 | Explaining differences in multidimensional aggregates | 1999 | VLDB | 0.00014681669 |
| 924 | Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System | 2017 | VLDB | 0.00013057136 |
| 1,561 | Exploratory Mining and Pruning Optimizations of Constrained Association Rules | 1998 | SIGMOD | 0.00010240418 |
| 1,874 | Efficient Computation of Iceberg Cubes with Complex Measures | 2001 | SIGMOD | 9.4579757e-05 |
| 2,208 | Multi-Dimensional Regression Analysis of Time-Series Data Streams | 2002 | VLDB | 8.8382452e-05 |
| 3,188 | Extracting Top-K Insights from Multi-dimensional Data | 2017 | SIGMOD | 7.5535445e-05 |
| 3,493 | Foresight: Recommending Visual Insights | 2017 | VLDB | 7.2593029e-05 |
| 3,557 | Promotion Analysis in Multi-Dimensional Space | 2009 | VLDB | 7.2079402e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 924 | Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System | 2017 | VLDB |
| 2 | 12,368 | Graph-based Exploration of Non-graph Datasets | 2016 | VLDB |
| 3 | 10,051 | Efficient Insights Discovery through Conditional Generative Model based Query Approximation | 2022 | SIGMOD |
| 4 | 12,566 | Mining and Linking Patterns across Live Data Streams and Stream Archives | 2013 | VLDB |
| 5 | 12,411 | ShareInsights - An Unified Approach to Full-stack Data Processing | 2015 | SIGMOD |
| 6 | 8,869 | Interactive Visual Exploration of Neighbor-Based Patterns in Data Streams | 2010 | SIGMOD |
| 7 | 3,493 | Foresight: Recommending Visual Insights | 2017 | VLDB |
| 8 | 9,192 | Data-Driven Insight Synthesis for Multi-Dimensional Data | 2024 | VLDB |
| 9 | 3,188 | Extracting Top-K Insights from Multi-dimensional Data | 2017 | SIGMOD |
| 10 | 9,139 | MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis | 2021 | SIGMOD |