DivDB: A System for Diversifying Query Results
Summary: DivDB delivers diversified query results to surface relevant items beyond the top-k. It provides an SQL-based extension for researchers to express diversification and a novice mode with hint-based speed/quality control, demonstrated on image collections. (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 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,717 | Max-Sum Diversification, Monotone Submodular Functions and Dynamic Updates | 2012 | PODS | 0.00010768447 |
| 7,145 | Towards Tractability of the Diversity of Query Answers: Ultrametrics to the Rescue | 2024 | PODS | 4.8139975e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,664 | Structured Search Result Differentiation | 2009 | VLDB | 0.0001096091 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,155 | DIVER: A Robust Text-to-SQL System with Dynamic Interactive Value Linking and Evidence Reasoning | 2026 | SIGMOD | 4.1905499e-05 |
| 7,083 | RC-Index: Diversifying Answers to Range Queries | 2018 | VLDB | 4.8331444e-05 |
| 1,606 | Addressing Diverse User Preferences in SQL-Query-Result Navigation | 2007 | SIGMOD | 0.00011175693 |
| 10,007 | Query Answering Under Volume-Based Diversity Functions | 2026 | PODS | 4.1905499e-05 |
| 4,704 | BROAD: Diversified Keyword Search in Databases | 2011 | VLDB | 5.978631e-05 |
| 1,984 | DisC Diversity: Result Diversification based on Dissimilarity and Coverage | 2013 | VLDB | 9.8645751e-05 |
| 3,942 | Efficient Diversification of Web Search Results | 2011 | VLDB | 6.6072828e-05 |
| 4,060 | On the Complexity of Query Result Diversification | 2013 | VLDB | 6.4840236e-05 |
| 1,204 | Efficient Diversity-Aware Search | 2011 | SIGMOD | 0.00013316893 |
| 1,435 | Diversifying Top-K Results | 2012 | VLDB | 0.00011981694 |