On the Spatiotemporal Burstiness of Terms
Summary: First to jointly track spatiotemporal term burstiness in document streams. Leverages burstiness to power a ranking-based search that returns documents tied to influential, spatiotemporally impactful events; validated on real and synthetic data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Theodoros Lappas (University of California Riverside)
- 2. Marcos R. Vieira (University of California Riverside)
- 3. Dimitrios Gunopulos (University of Athens)
- 4. Vassilis J. Tsotras (University of California Riverside)
BibTeX Citation
@article{lappas_vldb12,
title = {{On the Spatiotemporal Burstiness of Terms}},
author = {Lappas, Theodoros and Vieira, Marcos R. and Gunopulos, Dimitrios and Tsotras, Vassilis J.},
journal = {PVLDB},
series = {{VLDB} '12},
volume = {5},
number = {9},
pages = {836--847},
doi = {10.14778/2311906.2311911},
url = {https://doi.org/10.14778/2311906.2311911},
year = {2012}
}Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,620 | EvenTweet: Online Localized Event Detection from Twitter | 2013 | VLDB | 7.2501117e-05 |
| 7,576 | Efficient Computation of Top-k Frequent Terms over Spatio-temporal Ranges | 2017 | SIGMOD | 5.593012e-05 |
| 7,751 | GeoScope: Online Detection of Geo-Correlated Information Trends in Social Networks | 2014 | VLDB | 5.552233e-05 |
| 12,052 | Graph Summarization for Geo-correlated Trends Detection in Social Networks | 2016 | SIGMOD | 5.093636e-05 |
| 12,235 | STEM: A Spatio-TEmporal Miner for Bursty Activity | 2013 | SIGMOD | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5 | Optimal Aggregation Algorithms for Middleware [Extended Abstract] | 2001 | PODS | 0.0010828372 |
| 1,755 | Swarm: Mining Relaxed Temporal Moving Object Clusters | 2010 | VLDB | 9.8211863e-05 |
| 1,885 | Discovery of Convoys in Trajectory Databases | 2008 | VLDB | 9.5362394e-05 |
| 2,659 | Identifying Similarities, Periodicities and Bursts for Online Search Queries | 2004 | SIGMOD | 8.286986e-05 |
| 4,316 | Searching Trajectories by Locations - An Efficiency Study | 2010 | SIGMOD | 6.7647222e-05 |
| 5,410 | Parameter Free Bursty Events Detection in Text Streams | 2005 | VLDB | 6.227694e-05 |
| 7,834 | Identifying, Attributing and Describing Spatial Bursts | 2010 | VLDB | 5.535728e-05 |
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