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Query Steering for Interactive Data Exploration
Summary: Proposes DBNav, an automated "database navigator" that steers Interactive Data Exploration by recommending data trajectories and highlighting salient features, sensitive to user goals and common navigation patterns. Sketches a framework and components (task-awareness, interest modeling, trajectory planning) for integrating guided, iterative discovery into DBMSs.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 220
- Venue
- CIDR
- Year
- 2013
- Pagerank
- 0.00014600179
- Overall Rank
- 1,025 | 92.88%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 14 of 14 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 1,456 |
Query From Examples: An Iterative, Data-Driven Approach to Query Construction |
2015 |
VLDB |
0.00011891284 |
| 1,507 |
Overview of Data Exploration Techniques |
2015 |
SIGMOD |
0.00011594294 |
| 1,587 |
Dynamic Prefetching of Data Tiles for Interactive Visualization |
2016 |
SIGMOD |
0.0001124095 |
| 1,849 |
Combining User Interaction, Speculative Query Execution and Sampling in the DICE System |
2014 |
VLDB |
0.00010331082 |
| 3,076 |
Explore-by-Example: An Automatic Query Steering Framework for Interactive Data Exploration |
2014 |
SIGMOD |
7.6063803e-05 |
| 3,983 |
The Myria Big Data Management and Analytics System and Cloud Service |
2017 |
CIDR |
6.5588011e-05 |
| 6,057 |
Interactive Browsing and Navigation in Relational Databases |
2016 |
VLDB |
5.2275892e-05 |
| 6,587 |
SnapToQuery: Providing Interactive Feedback during Exploratory Query Specification |
2015 |
VLDB |
4.9972702e-05 |
| 6,911 |
Continuous Prefetch for Interactive Data Applications |
2020 |
VLDB |
4.8878659e-05 |
| 8,175 |
NOAH: Interactive Spreadsheet Exploration with Dynamic Hierarchical Overviews |
2021 |
VLDB |
4.5638044e-05 |
| 8,332 |
DBChEx: Interactive Exploration of Data and Schema Change |
2019 |
CIDR |
4.5390688e-05 |
| 8,588 |
Exploratory Training: When Annotators Learn About Data |
2023 |
SIGMOD |
4.4853244e-05 |
| 9,829 |
Towards Autonomous, Hands-Free Data Exploration |
2020 |
CIDR |
4.2710095e-05 |
| 11,792 |
Alpine: Efficient In situ Data Exploration in the Presence of Updates |
2017 |
SIGMOD |
4.1905499e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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Pagerank |
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| 10,864 |
Exploring Exploratory Querying |
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| 994 |
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| 709 |
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| 1,606 |
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SIGMOD |
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| 4,755 |
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2019 |
VLDB |
5.9375171e-05 |
| 1,898 |
Guided Interaction: Rethinking the Query-Result Paradigm |
2011 |
VLDB |
0.00010172275 |
| 11,950 |
AIDE: An Automatic User Navigation System for Interactive Data Exploration |
2015 |
VLDB |
4.1905499e-05 |
| 3,076 |
Explore-by-Example: An Automatic Query Steering Framework for Interactive Data Exploration |
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SIGMOD |
7.6063803e-05 |