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HEMI: Hyperedge Majority Influence Maximization (1606.05065v1)
Published 16 Jun 2016 in cs.SI and physics.soc-ph
Abstract: In this work, we consider the problem of influence maximization on a hypergraph. We first extend the Independent Cascade (IC) model to hypergraphs, and prove that the traditional influence maximization problem remains submodular. We then present a variant of the influence maximization problem (HEMI) where one seeks to maximize the number of hyperedges, a majority of whose nodes are influenced. We prove that HEMI is non-submodular under the diffusion model proposed.