Seeking Stable Clusters in the Blogosphere
Summary: Formalizes temporal keyword clusters in blogs as co-occurring sets within time intervals, capturing transient yet persistent topics. Presents scalable algorithms for millions of posts with secondary-storage design, finding time-persistent clusters validated on real and synthetic data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Nilesh Bansal
- 2. Fei Chiang
- 3. Nick Koudas
- 4. Frank Wm. Tompa
Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 936 | Framework for Evaluating Clustering Algorithms in Duplicate Detection | 2009 | VLDB | 0.0001521549 |
| 1,029 | Dense Subgraph Maintenance under Streaming Edge Weight Updates for Real-time Story Identification | 2012 | VLDB | 0.00014582849 |
| 1,722 | Building Structured Web Community Portals: A Top-Down, Compositional, and Incremental Approach | 2007 | VLDB | 0.00010757784 |
| 3,817 | A Particle-and-Density Based Evolutionary Clustering Method for Dynamic Networks | 2009 | VLDB | 6.730222e-05 |
| 4,474 | Measure-driven Keyword-Query Expansion | 2009 | VLDB | 6.1528736e-05 |
| 4,849 | Durable Top-k Search in Document Archives | 2010 | SIGMOD | 5.8773304e-05 |
| 6,293 | Ad-Hoc Aggregations of Ranked Lists in the Presence of Hierarchies | 2008 | SIGMOD | 5.1257071e-05 |
| 7,308 | Real Time Discovery of Dense Clusters in Highly Dynamic Graphs: Identifying Real World Events in Highly Dynamic Environments | 2012 | VLDB | 4.7672834e-05 |
| 12,332 | A Recall-Based Cluster Formation Game in Peer-to-Peer Systems | 2009 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7 | Optimal Aggregation Algorithms for Middleware [Extended Abstract] | 2001 | PODS | 0.0015496097 |
| 2,166 | BlogScope: A System for Online Analysis of High Volume Text Streams | 2007 | VLDB | 9.3896206e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,633 | Identifying, Attributing and Describing Spatial Bursts | 2010 | VLDB | 4.9845052e-05 |
| 10,240 | Effective Durable Community Search in Large Temporal Graph | 2026 | VLDB | 4.1945683e-05 |
| 2,770 | Keyword Search in Graphs: Finding r-cliques | 2011 | VLDB | 8.1437191e-05 |
| 2,116 | On the Spatiotemporal Burstiness of Terms | 2012 | VLDB | 9.5180761e-05 |
| 8,206 | Query Expansion Based on Clustered Results | 2011 | VLDB | 4.5586037e-05 |
| 11,834 | Topic Exploration in Spatio-Temporal Document Collections | 2016 | SIGMOD | 4.1945683e-05 |
| 2,166 | BlogScope: A System for Online Analysis of High Volume Text Streams | 2007 | VLDB | 9.3896206e-05 |
| 2,002 | Efficient Network Aware Search in Collaborative Tagging Sites | 2008 | VLDB | 9.818583e-05 |
| 7,265 | Efficient Computation of Top-k Frequent Terms over Spatio-temporal Ranges | 2017 | SIGMOD | 4.7834983e-05 |
| 7,308 | Real Time Discovery of Dense Clusters in Highly Dynamic Graphs: Identifying Real World Events in Highly Dynamic Environments | 2012 | VLDB | 4.7672834e-05 |