Misinformation Mitigation under Differential Propagation Rates and Temporal Penalties
Summary: Temporal diffusion model with differential truth/misinformation propagation and user response times for time-sensitive mitigation. Weighted offline RR-set reverse sampling with submodular bounds delivers (1−1/e−ε)-approximation and anytime solutions. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Michael Simpson (University of British Columbia)
- 2. Farnoosh Hashemi (University of British Columbia)
- 3. Laks V.S. Lakshmanan (University of British Columbia)
BibTeX Citation
@article{simpson_vldb22,
title = {{Misinformation Mitigation under Differential Propagation Rates and Temporal Penalties}},
author = {Simpson, Michael and Hashemi, Farnoosh and Lakshmanan, Laks V.S.},
journal = {PVLDB},
series = {{VLDB} '22},
volume = {15},
number = {10},
pages = {2216--2229},
doi = {10.14778/3547305.3547324},
url = {https://doi.org/10.14778/3547305.3547324},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,057 | Efficient Influence Minimization via Node Blocking | 2024 | VLDB | 5.3251649e-05 |
| 10,408 | Time-Critical Influence Minimization via Node Blocking | 2026 | SIGMOD | 5.093636e-05 |
| 10,809 | Efficient and Effective Algorithms for A Family of Influence Maximization Problems with A Matroid Constraint | 2025 | VLDB | 5.093636e-05 |
| 11,345 | Host Profit Maximization: Leveraging Performance Incentives and User Flexibility | 2024 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 194 | Influence Maximization: Near-Optimal Time Complexity Meets Practical Efficiency | 2014 | SIGMOD | 0.000259047 |
| 315 | Influence Maximization in Near-Linear Time: A Martingale Approach | 2015 | SIGMOD | 0.00021436156 |
| 453 | Stop-and-Stare: Optimal Sampling Algorithms for Viral Marketing in Billion-scale Networks | 2016 | SIGMOD | 0.00018145895 |
| 1,478 | Online Processing Algorithms for Influence Maximization | 2018 | SIGMOD | 0.00010651983 |
| 2,199 | Real-time Targeted Influence Maximization for Online Advertisements | 2015 | VLDB | 8.9668012e-05 |
| 2,547 | From Competition to Complementarity: Comparative Influence Diffusion and Maximization | 2016 | VLDB | 8.4331576e-05 |
| 3,639 | Revisiting the Stop-and-Stare Algorithms for Influence Maximization | 2017 | VLDB | 7.2335041e-05 |
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