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Social Network Analysis and Mining· 2026Q1

A frame work to predict the influencing nodes in social networking platform using graph neural network model

Aditya Dayal Tyagi, Setu Garg

Short summary

A novel Graph Neural Network (GNN) and Ant Colony Optimization (ACO) hybrid framework effectively identifies influential nodes for maximizing information diffusion in social networks, outperforming baseline methods in spread and offering comparable computational efficiency.

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Field: Statistical and Nonlinear Physics

Statistical and Nonlinear PhysicsPhysics and Astronomy