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Comparison and analysis of Microblog and WeChat based on information spreading models

机译:基于信息传播模型的微博和微信的比较与分析

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The important difference of Microblog network and WeChat network is network centralization. Microblog is a platform which pay attention to very important users, but WeChat is a decentralized network. Based on this point, we firstly build a model called IRC2S information spreading model to simulate information spreading process in WeChat, and it includes five groups: ignorants, reviewers, collectors, sharers and stiflers. Secondly, a group called super spreaders is added to the IRC2S information spreading model, which embody the feature of centralization of Microblog network. In order to approach real information spreading rules of Microblog network, we distinguish the average degrees of ordinary nodes and center nodes which reflect the feature that very important users have a great many of fans. Finally, we perform numerical simulation to the above three models and discover that centralization of network make information's propagation speed faster and information's propagation range wider.
机译:微博网络和微信网络的重要区别是网络集中化。 MicroBlog是一个关注非常重要的用户的平台,但丝门特是一个分散的网络。基于这一点,我们首先构建一个名为IRC2S信息传播模型的模型,以模拟微信中的信息传播过程,其中包括五组:无知,审稿人,收藏家,分类者和换锡剂。其次,将称为超级扩展器的组被添加到IRC2S信息扩展模型中,其体现了微博网络集中的特征。为了接近微博网络的真实信息传播规则,我们区分普通节点和中心节点的平均度,反映了非常重要的用户具有许多粉丝的特征。最后,我们对上述三种模型进行了数值模拟,并发现网络集中化使信息的传播速度更快,信息的传播范围更广泛。

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