Graph Summarization for Geo-correlated Trends Detection in Social Networks
Summary: Graph summarization tailored for geo-correlated trends detection in social networks, reducing costly visual exploration. Compact summaries empower data scientists to experiment with diverse, geo-aware trend models beyond rigid pre-defined approaches. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Authors
- 1. Colin Biafore (University of California Santa Barbara)
- 2. Faisal Nawab (University of California Santa Barbara)
BibTeX Citation
@inproceedings{biafore_sigmod16,
title = {{Graph Summarization for Geo-correlated Trends Detection in Social Networks}},
author = {Biafore, Colin and Nawab, Faisal},
series = {{SIGMOD} '16},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2882903.2914832},
url = {https://dl.acm.org/doi/10.1145/2882903.2914832},
year = {2016}
}Incoming Citations (Sorted by Pagerank)
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 486 | Efficient Aggregation for Graph Summarization | 2008 | SIGMOD | 0.00017692185 |
| 767 | Human-Assisted Graph Search: It’s Okay to Ask Questions | 2011 | VLDB | 0.00014208622 |
| 3,852 | On the Spatiotemporal Burstiness of Terms | 2012 | VLDB | 7.0734721e-05 |
| 4,855 | Structural Trend Analysis for Online Social Networks | 2011 | VLDB | 6.4766126e-05 |
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