Structural Trend Analysis for Online Social Networks
Summary: Introduces topology-aware trend definitions: coordinated trends spread within clustered friendship neighborhoods, while uncoordinated trends diffuse broadly. A provably efficient sampler detects both at scale, achieving high precision on 41.7M-node Twitter data. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Ceren Budak (University of California Santa Barbara)
- 2. Divyakant Agrawal (University of California Santa Barbara)
- 3. Amr El Abbadi (University of California Santa Barbara)
BibTeX Citation
@article{budak_vldb11,
title = {{Structural Trend Analysis for Online Social Networks}},
author = {Budak, Ceren and Agrawal, Divyakant and Abbadi, Amr El},
journal = {PVLDB},
series = {{VLDB} '11},
volume = {4},
number = {10},
pages = {646--657},
doi = {10.14778/2021017.2021022},
url = {https://doi.org/10.14778/2021017.2021022},
year = {2011}
}Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,864 | Partitioning and Ranking Tagged Data Sources | 2013 | VLDB | 5.7510417e-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 |
| 13,697 | Information Diffusion In Social Networks: Observing and Influencing Societal Interests | 2011 | VLDB | - |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 458 | Counting Triangles in Data Streams | 2006 | PODS | 0.0001810876 |
| 885 | Finding Frequent Items in Data Streams | 2008 | VLDB | 0.00013419017 |
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