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Data-Semantics-Aware Recommendation of Diverse Pivot Tables
Summary: SAGE: data-semantics-aware recommendation of k-budgeted, interpretable pivot tables with explicit diversification beyond redundant top-k. Key contributions: utility/diversity model exploiting data semantics + scalable greedy search over the combinatorial attribute space.
(summarized by gpt-5.4-mini on Apr 11 2026)
- Paper ID
- 7463
- Venue
- SIGMOD
- Year
- 2026
- Pagerank
- 4.1945683e-05
- Overall Rank
- 10,152 | 29.38%
- DOI
-
10.1145/3786637
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| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
Outgoing Citations (Sorted by Pagerank)
Showing 21 of 21 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 247 |
On the Computation of Multidimensional Aggregates |
1996 |
VLDB |
0.00030927763 |
| 460 |
SeeDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics |
2015 |
VLDB |
0.00022516069 |
| 767 |
Explaining differences in multidimensional aggregates |
1999 |
VLDB |
0.00016981309 |
| 1,099 |
Interpretable and Informative Explanations of Outcomes |
2015 |
VLDB |
0.00014096312 |
| 1,137 |
User-adaptive exploration of multidimensional data |
2000 |
VLDB |
0.00013730532 |
| 1,725 |
Max-Sum Diversification, Monotone Submodular Functions and Dynamic Updates |
2012 |
PODS |
0.00010748322 |
| 1,993 |
Automatically Generating Data Exploration Sessions Using Deep Reinforcement Learning |
2020 |
SIGMOD |
9.8453334e-05 |
| 2,000 |
DisC Diversity: Result Diversification based on Dissimilarity and Coverage |
2013 |
VLDB |
9.8229527e-05 |
| 2,993 |
Foresight: Recommending Visual Insights |
2017 |
VLDB |
7.7687088e-05 |
| 3,252 |
Auto-Suggest: Learning-to-Recommend Data Preparation Steps Using Data Science Notebooks |
2020 |
SIGMOD |
7.3178277e-05 |
| 3,991 |
Beyond Simple Aggregates: Indexing for Summary Queries |
2011 |
PODS |
6.5553055e-05 |
| 4,614 |
Interactive Summarization and Exploration of Top Aggregate Query Answers |
2018 |
VLDB |
6.0467204e-05 |
| 5,217 |
QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data |
2019 |
SIGMOD |
5.6227959e-05 |
| 7,101 |
RC-Index: Diversifying Answers to Range Queries |
2018 |
VLDB |
4.8322751e-05 |
| 7,118 |
QAGView: Interactively Summarizing High-Valued Aggregate Query Answers |
2018 |
SIGMOD |
4.8262997e-05 |
| 7,202 |
Conformance Constraint Discovery: Measuring Trust in Data-Driven Systems |
2021 |
SIGMOD |
4.8023314e-05 |
| 7,222 |
Guided Exploration of Data Summaries |
2022 |
VLDB |
4.797186e-05 |
| 7,888 |
Scalable Package Queries in Relational Database Systems |
2016 |
VLDB |
4.6254226e-05 |
| 8,645 |
Predicate Pushdown for Data Science Pipelines |
2023 |
SIGMOD |
4.4772518e-05 |
| 9,035 |
Data-Driven Insight Synthesis for Multi-Dimensional Data |
2024 |
VLDB |
4.4039656e-05 |
| 11,101 |
Utopia: Automatic Pivot Table Assistant |
2024 |
VLDB |
4.1945683e-05 |
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