Identifying, Attributing and Describing Spatial Bursts
Summary: Identifies geographically focused bursts in weblogs and social media; presents efficient algorithms to detect spatial bursts and attribute them to demographics. Describes descriptive keywords for bursts and demonstrates scalability on BlogScope's multi-terabyte text collection. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Michael Mathioudakis
- 2. Nilesh Bansal
- 3. Nick Koudas
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,116 | On the Spatiotemporal Burstiness of Terms | 2012 | VLDB | 9.5180761e-05 |
| 5,900 | Partitioning and Ranking Tagged Data Sources | 2013 | VLDB | 5.281001e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 767 | Explaining differences in multidimensional aggregates | 1999 | VLDB | 0.00016981309 |
| 2,166 | BlogScope: A System for Online Analysis of High Volume Text Streams | 2007 | VLDB | 9.3896206e-05 |
| 4,391 | Parameter Free Bursty Events Detection in Text Streams | 2005 | VLDB | 6.2271327e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,645 | Selectivity Estimation on Streaming Spatio-Textual Data Using Local Correlations | 2015 | VLDB | 4.6896215e-05 |
| 11,873 | A System for Region Search and Exploration | 2016 | VLDB | 4.1945683e-05 |
| 2,166 | BlogScope: A System for Online Analysis of High Volume Text Streams | 2007 | VLDB | 9.3896206e-05 |
| 12,037 | STEM: A Spatio-TEmporal Miner for Bursty Activity | 2013 | SIGMOD | 4.1945683e-05 |
| 8,822 | Querying Geo-Textual Data: Spatial Keyword Queries and Beyond | 2016 | SIGMOD | 4.4417735e-05 |
| 1,431 | Computing Geographical Scopes of Web Resources | 2000 | VLDB | 0.00012021056 |
| 7,265 | Efficient Computation of Top-k Frequent Terms over Spatio-temporal Ranges | 2017 | SIGMOD | 4.7834983e-05 |
| 7,748 | GeoScope: Online Detection of Geo-Correlated Information Trends in Social Networks | 2014 | VLDB | 4.661103e-05 |
| 11,834 | Topic Exploration in Spatio-Temporal Document Collections | 2016 | SIGMOD | 4.1945683e-05 |
| 2,116 | On the Spatiotemporal Burstiness of Terms | 2012 | VLDB | 9.5180761e-05 |