Real-Time Influence Maximization on Dynamic Social Streams
Summary: Introduces Stream Influence Maximization (SIM), selecting k seeds over a sliding window of recent social actions. Influential Checkpoints and sparse O(logβ N) checkpoints enable continuous ε-approximate updates on dynamic streams with improved efficiency. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yanhao Wang (National University of Singapore)
- 2. Qi Fan (National University of Singapore)
- 3. Yuchen Li (National University of Singapore)
- 4. Kian-Lee Tan (National University of Singapore)
BibTeX Citation
@article{wang_vldb17,
title = {{Real-Time Influence Maximization on Dynamic Social Streams}},
author = {Wang, Yanhao and Fan, Qi and Li, Yuchen and Tan, Kian-Lee},
journal = {PVLDB},
series = {{VLDB} '17},
volume = {10},
number = {7},
pages = {805--816},
doi = {10.14778/3067421.3067426},
url = {https://doi.org/10.14778/3067421.3067426},
year = {2017}
}Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,478 | Online Processing Algorithms for Influence Maximization | 2018 | SIGMOD | 0.00010651983 |
| 2,320 | Influence Maximization Revisited: Efficient Reverse Reachable Set Generation with Bound Tightened | 2020 | SIGMOD | 8.7576221e-05 |
| 4,171 | Accelerating Dynamic Graph Analytics on GPUs | 2018 | VLDB | 6.8537202e-05 |
| 6,415 | Influence Maximization in Real-World Closed Social Networks | 2023 | VLDB | 5.8830469e-05 |
| 7,315 | Analysis of Influence Contribution in Social Advertising | 2022 | VLDB | 5.6470323e-05 |
| 7,797 | Better Sliding Window Algorithms to Maximize Subadditive and Diversity Objectives | 2019 | PODS | 5.5422948e-05 |
| 8,247 | Optimal Approximate Matrix Multiplication over Sliding Windows | 2026 | VLDB | 5.4574671e-05 |
| 11,216 | Influence Maximization via Vertex Countering | 2024 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 11 of 11 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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