STEM: A Spatio-TEmporal Miner for Bursty Activity
Summary: STEM mines spatiotemporal burstiness by jointly extracting bursty time windows and the streams showing them in geo-stamped data. Supports diverse data sources (news, microblogs), end-to-end mining, and a tidy interface for pattern specification. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Theodoros Lappas (Boston University)
- 2. Marcos R. Vieira (IBM)
- 3. Dimitrios Gunopulos (University of Athens)
- 4. Vassilis J. Tsotras (University of California Riverside)
BibTeX Citation
@inproceedings{lappas_sigmod13,
title = {{STEM: A Spatio-TEmporal Miner for Bursty Activity}},
author = {Lappas, Theodoros and Vieira, Marcos R. and Gunopulos, Dimitrios and Tsotras, Vassilis J.},
series = {{SIGMOD} '13},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2463676.2463688},
url = {https://dl.acm.org/doi/10.1145/2463676.2463688},
year = {2013}
}
Incoming Citations (Sorted by Pagerank)
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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 |
|---|---|---|---|---|
| 2,659 | Identifying Similarities, Periodicities and Bursts for Online Search Queries | 2004 | SIGMOD | 8.286986e-05 |
| 2,703 | BlogScope: A System for Online Analysis of High Volume Text Streams | 2007 | VLDB | 8.2340288e-05 |
| 3,852 | On the Spatiotemporal Burstiness of Terms | 2012 | VLDB | 7.0734721e-05 |
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