GeoScope: Online Detection of Geo-Correlated Information Trends in Social Networks
Summary: GeoScope detects geo-correlated topics and locations in streaming data; sliding-window online, multi-dimensional analysis with sublinear space. Provable guarantees for true geo-trends; reports correlated location–topic pairs; first to capture spatial trends in social streams, with strong recall and precision on Twitter. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Ceren Budak
- 2. Theodore Georgiou
- 3. Divyakant Agrawal
- 4. Amr El Abbadi
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,645 | Selectivity Estimation on Streaming Spatio-Textual Data Using Local Correlations | 2015 | VLDB | 4.6896215e-05 |
| 11,848 | Microblogs Data Management Systems: Querying, Analysis, and Visualization | 2016 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 166 | Approximate Frequency Counts over Data Streams | 2002 | VLDB | 0.00039361552 |
| 785 | StatStream: Statistical Monitoring of Thousands of Data Streams in Real Time | 2002 | VLDB | 0.00016664156 |
| 865 | What’s Hot and What’s Not: Tracking Most Frequent Items Dynamically | 2003 | PODS | 0.00015808172 |
| 969 | TwitterMonitor: Trend Detection over the Twitter Stream | 2010 | SIGMOD | 0.00014942212 |
| 2,116 | On the Spatiotemporal Burstiness of Terms | 2012 | VLDB | 9.5180761e-05 |
| 2,166 | BlogScope: A System for Online Analysis of High Volume Text Streams | 2007 | VLDB | 9.3896206e-05 |
| 3,220 | Structural Trend Analysis for Online Social Networks | 2011 | VLDB | 7.3531514e-05 |
| 6,362 | SLEUTH: Single-publisher attack detection Using correlation Hunting | 2008 | VLDB | 5.0953013e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,423 | EvenTweet: Online Localized Event Detection from Twitter | 2013 | VLDB | 8.8490502e-05 |
| 3,220 | Structural Trend Analysis for Online Social Networks | 2011 | VLDB | 7.3531514e-05 |
| 7,645 | Selectivity Estimation on Streaming Spatio-Textual Data Using Local Correlations | 2015 | VLDB | 4.6896215e-05 |
| 6,093 | Density-based Place Clustering in Geo-Social Networks | 2014 | SIGMOD | 5.2131159e-05 |
| 4,545 | SKYPE: Top-k Spatial-keyword Publish/Subscribe Over Sliding Window | 2016 | VLDB | 6.0995026e-05 |
| 11,834 | Topic Exploration in Spatio-Temporal Document Collections | 2016 | SIGMOD | 4.1945683e-05 |
| 5,269 | A General Framework for Geo-Social Query Processing | 2013 | VLDB | 5.5966244e-05 |
| 6,633 | Identifying, Attributing and Describing Spatial Bursts | 2010 | VLDB | 4.9845052e-05 |
| 1,431 | Computing Geographical Scopes of Web Resources | 2000 | VLDB | 0.00012021056 |
| 11,851 | Graph Summarization for Geo-correlated Trends Detection in Social Networks | 2016 | SIGMOD | 4.1945683e-05 |