社会网络中信息影响的动态建模

V. Minaev, V. Dzobelova, S. Yablochnikov, S. Gerasimov
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引用次数: 0

摘要

本文分析了社交网络中信息传播的地域性和动态性。这种分析的结果使我们能够得出这样的结论,即在针对个人群体和整个社会的不同性质的操纵影响(MI)之间实际上形成了一种相互联系的等级结构。本文综合了一套在社会网络中实现与信息影响对抗的模型,旨在实现破坏性目标。作者在本研究中获得的非常重要的结果是,由于实施操纵影响,在一定时间内,为了使社交网络的“感染”用户数量最大化,对各种因素的分析依赖关系;处于所谓“潜伏”状态的人的极值;达到居住在某一住区或某一领土的用户总数中"受感染"人数的95%的水平。本研究的成功实施及其现实意义,主要是由于作者应用聚类原理对同质区域内信息传播的各种情况进行数学建模。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Aspects of Dynamic Modeling of Information Impacts in Social Networks
This article analyzes the territorial and dynamic aspects of the propagation of information in social networks. The results of such analysis made it possible to draw a conclusion about the formation of practically a hierarchical structure of interconnections between manipulative influences (MI) different in nature, aimed at individual groups of individuals and society as a whole. A set of models for the implementation of the confrontation with informational influences in social networks aimed at achieving destructive goals has been synthesized. Very important results obtained by the authors in this study are the analytical dependencies on various factors for a certain amount of time required for maximizing the number of “infected” users of social networks due to the implementation manipulative influences; extremum of those who are in the so-called “latent” state; reaching the level of 95% of the number of “infected” of the total number of users living in certain settlements or in a certain territory. The success of the implementation of this study and its practical significance, primarily due to the application of the principle of clustering by the authors to mathematical model various situations regarding the propagation of information on a homogeneous territory.
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