Collective Influence Maximization for Multiple Competing Products with an Awareness-to-Influence Model
Summary: Two-phase Awareness-to-Influence (AtI) IM for multiple competing products: awareness propagates first, then users adopt the most preferred product. GCW treats products as agents in a monotone utility game, yielding efficient best-response with guarantees and scalable evaluation on large social networks. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,800 | Triangular Stability Maximization by Influence Spread over Social Networks | 2023 | VLDB | 4.6437574e-05 |
| 11,008 | Influence Maximization via Vertex Countering | 2024 | VLDB | 4.1905499e-05 |
| 11,083 | Fast and Space-Efficient Parallel Algorithms for Influence Maximization | 2024 | VLDB | 4.1905499e-05 |
| 11,142 | Host Profit Maximization: Leveraging Performance Incentives and User Flexibility | 2024 | VLDB | 4.1905499e-05 |
Previous
Page 1 / 1
Next
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 |
|---|---|---|---|---|
| 180 | Influence Maximization: Near-Optimal Time Complexity Meets Practical Efficiency | 2014 | SIGMOD | 0.00037101192 |
| 338 | Influence Maximization in Near-Linear Time: A Martingale Approach | 2015 | SIGMOD | 0.00026987013 |
| 437 | Stop-and-Stare: Optimal Sampling Algorithms for Viral Marketing in Billion-scale Networks | 2016 | SIGMOD | 0.00023237348 |
| 1,652 | Debunking the Myths of Influence Maximization: An In-Depth Benchmarking Study | 2017 | SIGMOD | 0.00010999442 |
| 1,857 | Real-time Targeted Influence Maximization for Online Advertisements | 2015 | VLDB | 0.00010318371 |
| 2,226 | Holistic Influence Maximization: Combining Scalability and Efficiency with Opinion-Aware Models | 2016 | SIGMOD | 9.2532857e-05 |
| 4,219 | Revisiting the Stop-and-Stare Algorithms for Influence Maximization | 2017 | VLDB | 6.3432726e-05 |
Previous
Page 1 / 1
Next