Estimating Spread of Contact-Based Contagions in a Population Through Sub-Sampling
Summary: Poll-based sub-sampling yields accurate spread estimates via co-location graphs; simple scaling or location-visit models fail. Introduces PollSpreader and PollSusceptible, with analytical bounds and real-world high-res data, outperforming naive methods. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Sepanta Zeighami
- 2. Cyrus Shahabi
- 3. John Krumm
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,624 | A Neural Approach to Spatio-Temporal Data Release with User-Level Differential Privacy | 2023 | SIGMOD | 4.6931334e-05 |
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Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,946 | Efficient Reachability Query Evaluation in Large Spatiotemporal Contact Datasets | 2012 | VLDB | 6.5993134e-05 |
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