Smart Drill-Down: A New Data Exploration Operator
Summary: Smart drill-down is an interactive operator that summarizes data as rules (a,b,*,1000) to surface patterns. Analysts tailor the interestingness and drill inside a rule to zoom subsets, comparing with traditional drill-down under constraints. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,393 | Lux: Always-on Visualization Recommendations for Exploratory Dataframe Workflows | 2022 | VLDB | 7.1415762e-05 |
| 8,109 | The Cascading Analysts Algorithm | 2018 | SIGMOD | 4.5807394e-05 |
| 8,959 | MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis | 2021 | SIGMOD | 4.4175998e-05 |
| 9,849 | Reptile: Aggregation-level Explanations for Hierarchical Data | 2022 | SIGMOD | 4.2680295e-05 |
| 10,693 | LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes | 2025 | VLDB | 4.1905499e-05 |
| 10,879 | SDEcho: Efficient Explanation of Aggregated Sequence Difference | 2025 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,096 | Interpretable and Informative Explanations of Outcomes | 2015 | VLDB | 0.00014088686 |
| 1,137 | User-adaptive exploration of multidimensional data | 2000 | VLDB | 0.0001373991 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,870 | A New SQL-like Operator for Mining Association Rules | 1996 | VLDB | 6.6763843e-05 |
| 11,950 | AIDE: An Automatic User Navigation System for Interactive Data Exploration | 2015 | VLDB | 4.1905499e-05 |
| 10,443 | DataDazzle: Intelligent Data Exploration through Natural Language | 2025 | SIGMOD | 4.1905499e-05 |
| 8,338 | Exploring the Data Wilderness through Examples | 2019 | SIGMOD | 4.538469e-05 |
| 1,001 | Intelligent Rollups in Multidimensional OLAP Data | 2001 | VLDB | 0.00014709145 |
| 9,630 | Ziggy: Characterizing Query Results for Data Explorers | 2016 | VLDB | 4.3097575e-05 |
| 13,820 | Query Processing Concepts and Techniques to Support Business Intelligence Applications | 2002 | VLDB | - |
| 6,235 | New Trends on Exploratory Methods for Data Analytics | 2017 | VLDB | 5.1386078e-05 |
| 6,622 | Exploratory Mining via Constrained Frequent Set Queries | 1999 | SIGMOD | 4.9846111e-05 |
| 1,507 | Overview of Data Exploration Techniques | 2015 | SIGMOD | 0.00011594294 |