Diversity-Aware Top-k Publish/Subscribe for Text Stream
Summary: Diversity-Aware Top-k Subscription (DAS) maintains k up-to-date documents per query, balancing relevance, recency, and diversity in a text-stream. Scalable DAS processing for many queries yields 60–75% speedups over baselines on real data, with validated diversity benefits. (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 |
|---|---|---|---|---|
| 6,599 | Local Differentially Private Heavy Hitter Detection in Data Streams with Bounded Memory | 2024 | SIGMOD | 4.9973567e-05 |
| 11,201 | Ghost: A General Framework for High-Performance Online Similarity Queries over Distributed Trajectory Streams | 2023 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,208 | Efficient Diversity-Aware Search | 2011 | SIGMOD | 0.00013275712 |
| 1,725 | Max-Sum Diversification, Monotone Submodular Functions and Dynamic Updates | 2012 | PODS | 0.00010748322 |
| 2,000 | DisC Diversity: Result Diversification based on Dissimilarity and Coverage | 2013 | VLDB | 9.8229527e-05 |
| 2,480 | Top-k Bounded Diversification | 2012 | SIGMOD | 8.6899714e-05 |
| 3,163 | Top-k Publish-Subscribe for Social Annotation of News | 2013 | VLDB | 7.4553071e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,335 | Adaptive Stream Filters for Entity-based Queries with Non-Value Tolerance | 2005 | VLDB | 5.1056594e-05 |
| 3,714 | An Efficient Query Indexing Mechanism for Filtering Geo-Textual Data | 2013 | SIGMOD | 6.8223298e-05 |
| 745 | Distributed Top-K Monitoring | 2003 | SIGMOD | 0.00017330487 |
| 6,992 | An Efficient Publish/Subscribe Index for E-Commerce Databases | 2014 | VLDB | 4.8701339e-05 |
| 1,445 | Diversifying Top-K Results | 2012 | VLDB | 0.00011945231 |
| 1,208 | Efficient Diversity-Aware Search | 2011 | SIGMOD | 0.00013275712 |
| 3,665 | Ad-hoc Top-k Query Answering for Data Streams | 2007 | VLDB | 6.8633354e-05 |
| 4,080 | Sliding-Window Top-k Queries on Uncertain Streams | 2008 | VLDB | 6.4652983e-05 |
| 7,660 | Scalable Delivery of Stream Query Result | 2009 | VLDB | 4.6862657e-05 |
| 3,163 | Top-k Publish-Subscribe for Social Annotation of News | 2013 | VLDB | 7.4553071e-05 |