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Pioneers of Influence Propagation in Social Networks

机译:社会网络中影响力传播的先驱

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In this paper, we present a diffusion model developed by enriching the generalized random graph (a.k.a. configuration model), motivated by the phenomenon of viral marketing in social networks. The main results on this model are rigorously proved in, and in this paper we focus on applications. Specifically, we consider random networks having Poisson and Power Law degree distributions where the nodes are assumed to have varying attitudes towards influence propagation, which we encode in the model by their transmitter degrees. We link a condition involving total degree and transmitter degree distributions to the effectiveness of a marketing campaign. This suggests a novel approach to decision-making by a firm in the context of viral marketing which does not depend on the detailed information of the network structure.
机译:在本文中,我们提出了一种扩散模型,该模型是由社交网络中病毒式营销现象引起的,通过丰富广义随机图(又称为配置模型)而开发的。严格证明了该模型的主要结果,在本文中,我们将重点放在应用程序上。具体来说,我们考虑具有泊松和幂律度分布的随机网络,其中假定节点对影响传播具有不同的态度,我们通过它们的发射机度在模型中对其进行编码。我们将涉及总学位和发射机学位分布的条件与营销活动的有效性联系起来。这表明了在病毒式营销的背景下,公司进行决策的一种新颖方法,该方法不依赖于网络结构的详细信息。

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