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Modelling multistage information spreading in dynamic complex networks

机译:对动态复杂网络中的多阶段信息传播进行建模

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In the past few decades of the development of models of information spread through complex networks it became evident that robust assessment and simulation of such processes seems to be feasible when reorganization of the network is neglected. Social networking sites are a particular case of such complication. Moreover, there are few distinctive features of such platforms as environments for multimodal social networks. For instance, the process of issuing informational messages in such networks unfolds though multiple stages. Since some networks incorporate networking and media features, actors issuing and spreading messages can be represented by individual users and aggregate entities (communities and interest groups). In this paper, we assume that information spread and reorganization of network interact: each new wave of reposts of the original post can extend the network, which influences the probability of information bits to be seen by unaffected vertices of the network.
机译:在通过复杂网络传播的信息模型的过去几十年中,很明显的是,当忽略网络的重组时,对此类过程进行可靠的评估和模拟似乎是可行的。社交网站就是这种复杂情况的一个特例。而且,诸如多模式社交网络的环境之类的平台的特色很少。例如,在这样的网络中发布信息消息的过程经过多个阶段。由于某些网络结合了网络和媒体功能,因此发布和传播消息的参与者可以由单个用户和聚合实体(社区和利益集团)代表。在本文中,我们假设信息的传播和网络的重组是相互影响的:原始帖子的每一个新的帖子浪潮都可以扩展网络,从而影响信息位被不受影响的顶点看到的可能性。

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