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Factors affecting the spread of multiple information in social networks

机译:影响社交网络中多个信息传播的因素

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摘要

Information spreading in social networks is affected by many factors. Based on a novel information spreading model with five spreading mechanisms, we analyzed and compared the influence of various factors on information spreading. Through a large number of simulation experiments, we found that: (1) K - shell layers have the greatest impact on information spreading; (2) distance between the two information sources, correlation coefficient between two types of information and social reinforcement also affect the information spreading. The analysis results of these factors will be helpful for us to predict the trend of information spreading and find effective strategies to control information spreading.
机译:在社交网络中传播的信息受许多因素的影响。 基于具有五种传播机制的新型信息传播模型,分析并比较了各种因素对信息蔓延的影响。 通过大量的仿真实验,我们发现:(1)K - 壳层对信息蔓延的影响最大; (2)两个信息源之间的距离,两种类型的信息和社会增强之间的相关系数也影响信息传播。 这些因素的分析结果将有助于我们预测信息传播的趋势,并找到控制信息传播的有效策略。

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