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Dynamic of interactive model for information propagation across social networks media

机译:社交网络媒体信息传播的交互式模型动态

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Controlling information diffusion or propagation through social networks can be challenging when dealing with information related to a subject of highest interest for the public. The complexity level of control depends on subject importance, users’ dynamic, and network structure. When two published messages or pieces of information share the same interest for targeted readers, analyzing their propagation dynamic for control and prediction is of great interest. This article proposes to model, based on a modified interactive system with Holling type functional response, the dynamic of underlying relationship between two broadcasted messages traveling through social networks media. We showed in the qualitative analysis of the proposed model that system could be stable at certain conditions, and the model-system exhibited very rich dynamical behavior. Numerical simulation results validated theoretical analyses and suggested adapting resources harvesting and assimilation efficiency for an authoritative message to stabilize the system and control the dissemination of information in a closed environment.
机译:通过社交网络控制信息扩散或传播可能在处理与公众最高兴趣的主题相关的信息时具有挑战性。复杂性控制级别取决于主题重要性,用户的动态和网络结构。当两个发布的消息或信息分享针对目标读者的兴趣时,分析它们的传播动态,以便控制和预测具有很大的兴趣。本文提出基于具有HOLLING型功能响应的修改交互系统的模型,通过社交网络媒体行进的两个广播消息之间的基础关系的动态。我们在质量分析中显示了该模型,系统在某些条件下系统稳定,模型系统表现出非常丰富的动态行为。数值模拟结果验证了理论分析,并建议适应资源收获和同化效率的权威信息,以稳定系统,并控制闭合环境中信息的传播。

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