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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
0.00014611863
Overall Rank
1,023 | 92.89%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 14 of 14 citing papers.

Rank Citing Paper Year Venue Pagerank
1,459 Query From Examples: An Iterative, Data-Driven Approach to Query Construction 2015 VLDB 0.00011889802
1,552 Overview of Data Exploration Techniques 2015 SIGMOD 0.00011408814
1,587 Dynamic Prefetching of Data Tiles for Interactive Visualization 2016 SIGMOD 0.00011245116
1,846 Combining User Interaction, Speculative Query Execution and Sampling in the DICE System 2014 VLDB 0.00010335419
3,070 Explore-by-Example: An Automatic Query Steering Framework for Interactive Data Exploration 2014 SIGMOD 7.6137064e-05
3,982 The Myria Big Data Management and Analytics System and Cloud Service 2017 CIDR 6.5651188e-05
6,054 Interactive Browsing and Navigation in Relational Databases 2016 VLDB 5.2325754e-05
6,564 SnapToQuery: Providing Interactive Feedback during Exploratory Query Specification 2015 VLDB 5.0087945e-05
6,907 Continuous Prefetch for Interactive Data Applications 2020 VLDB 4.8925595e-05
8,174 NOAH: Interactive Spreadsheet Exploration with Dynamic Hierarchical Overviews 2021 VLDB 4.568186e-05
8,338 DBChEx: Interactive Exploration of Data and Schema Change 2019 CIDR 4.5434254e-05
8,590 Exploratory Training: When Annotators Learn About Data 2023 SIGMOD 4.4896282e-05
9,830 Towards Autonomous, Hands-Free Data Exploration 2020 CIDR 4.2751057e-05
11,784 Alpine: Efficient In situ Data Exploration in the Presence of Updates 2017 SIGMOD 4.1945683e-05
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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.

Rank Cited Paper Year Venue Pagerank
14 Online Aggregation 1997 SIGMOD 0.0010801504
711 A Case for A Collaborative Query Management System 2009 CIDR 0.00017751589
1,413 VisTrails: Visualization meets Data Management 2006 SIGMOD 0.00012121257
Previous Page 1 / 1 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
6,564 SnapToQuery: Providing Interactive Feedback during Exploratory Query Specification 2015 VLDB 5.0087945e-05
2,017 The Researcher’s Guide to the Data Deluge: Querying a Scientific Database in Just a Few Seconds 2011 VLDB 9.7810458e-05
10,860 Exploring Exploratory Querying 2025 VLDB 4.1945683e-05
994 Assisted Querying using Instant-Response Interfaces 2007 SIGMOD 0.00014755845
711 A Case for A Collaborative Query Management System 2009 CIDR 0.00017751589
1,605 Addressing Diverse User Preferences in SQL-Query-Result Navigation 2007 SIGMOD 0.00011186762
4,758 Optimization for Active Learning-based Interactive Database Exploration 2019 VLDB 5.9422515e-05
1,907 Guided Interaction: Rethinking the Query-Result Paradigm 2011 VLDB 0.00010136636
11,942 AIDE: An Automatic User Navigation System for Interactive Data Exploration 2015 VLDB 4.1945683e-05
3,070 Explore-by-Example: An Automatic Query Steering Framework for Interactive Data Exploration 2014 SIGMOD 7.6137064e-05