Automatic Categorization of Query Results
Summary: Dynamic, labeled hierarchical categorization of SQL query results to curb information overload. Models user overload, treats categorization as a min-cost optimization, and uses heuristics to generate relevant categories for targeted exploration. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
Incoming Citations (Sorted by Pagerank)
Showing 10 of 10 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,258 | Ordering the Attributes of Query Results | 2006 | SIGMOD | 0.00013001902 |
| 1,606 | Addressing Diverse User Preferences in SQL-Query-Result Navigation | 2007 | SIGMOD | 0.00011175693 |
| 5,427 | Combining Keyword Search and Forms for Ad Hoc Querying of Databases | 2009 | SIGMOD | 5.5126383e-05 |
| 6,583 | Budget Constrained Interactive Search for Multiple Targets | 2021 | VLDB | 4.9979684e-05 |
| 6,656 | Supporting Ranking and Clustering as Generalized Order-By and Group-By | 2007 | SIGMOD | 4.9691233e-05 |
| 6,958 | Supporting OLAP Operations over Imperfectly Integrated Taxonomies | 2008 | SIGMOD | 4.8810116e-05 |
| 8,206 | Query Expansion Based on Clustered Results | 2011 | VLDB | 4.5542351e-05 |
| 9,572 | DataLens: Making a Good First Impression | 2009 | SIGMOD | 4.321265e-05 |
| 12,323 | Exploring Biomedical Databases with BioNav | 2009 | SIGMOD | 4.1905499e-05 |
| 12,572 | Database-Inspired Search | 2005 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 33 | BIRCH: An Efficient Data Clustering Method for Very Large Databases | 1996 | SIGMOD | 0.00077399244 |
| 53 | DISCOVER: Keyword Search in Relational Databases | 2002 | VLDB | 0.00065993143 |
| 63 | Improved Histograms for Selectivity Estimation of Range Predicates | 1996 | SIGMOD | 0.00063595699 |
| 427 | Automated Ranking of Database Query Results | 2003 | CIDR | 0.0002350378 |
| 512 | STHoles: A Multidimensional Workload-Aware Histogram | 2001 | SIGMOD | 0.00021385343 |
| 928 | DTL’s DataSpot: Database Exploration Using Plain Language | 1998 | VLDB | 0.00015236575 |
| 2,689 | BOAT—Optimistic Decision Tree Construction | 1999 | SIGMOD | 8.2965064e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,060 | On the Complexity of Query Result Diversification | 2013 | VLDB | 6.4840236e-05 |
| 1,502 | Discovering Queries based on Example Tuples | 2014 | SIGMOD | 0.00011614522 |
| 4,755 | Optimization for Active Learning-based Interactive Database Exploration | 2019 | VLDB | 5.9375171e-05 |
| 427 | Automated Ranking of Database Query Results | 2003 | CIDR | 0.0002350378 |
| 179 | Efficient and Extensible Algorithms for Multi Query Optimization | 2000 | SIGMOD | 0.00037637319 |
| 4,608 | Interactive Summarization and Exploration of Top Aggregate Query Answers | 2018 | VLDB | 6.046643e-05 |
| 1,258 | Ordering the Attributes of Query Results | 2006 | SIGMOD | 0.00013001902 |
| 5,524 | Facilitating SQL Query Composition and Analysis | 2020 | SIGMOD | 5.4589341e-05 |
| 491 | Query by Output | 2009 | SIGMOD | 0.00021960753 |
| 1,606 | Addressing Diverse User Preferences in SQL-Query-Result Navigation | 2007 | SIGMOD | 0.00011175693 |