Abstract | ||
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•An extension of the Influence Maximization Problem in social networks is considered.•A stochastic bilevel integer linear model is formulated to solve a Stackelberg game.•The leader of the game maximizes the total influence spread by activating nodes.•The follower minimizes the spread by deactivating some of the activated nodes.•Two matheuristic methods are developed for this stochastic optimization problem. |
Year | DOI | Venue |
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2019 | 10.1016/j.ejor.2019.04.010 | European Journal of Operational Research |
Keywords | Field | DocType |
Metaheuristics,Matheuristics,Influence maximization,Bilevel modeling,Stochastic optimization | Sample average approximation,Data mining,Diffusion process,Mathematical optimization,Stochastic optimization,Social network,Computer science,Enumeration,Maximization | Journal |
Volume | Issue | ISSN |
278 | 1 | 0377-2217 |
Citations | PageRank | References |
2 | 0.40 | 0 |
Authors | ||
3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Kübra Taninmis | 1 | 2 | 0.40 |
Necati Aras | 2 | 462 | 30.62 |
I. Kuban Altinel | 3 | 150 | 14.60 |