The model of microblog message diffusion based on complex social network

被引:8
|
作者
Zhang, Wei [1 ]
Bai, Shu-Ying [2 ]
Jin, Rui [1 ]
机构
[1] East China Univ Polit Sci & Law, Sch Social Dev, Shanghai 201620, Peoples R China
[2] Harbin Inst Technol, Sch Human & Social Sci, Harbin 150001, Peoples R China
来源
基金
国家教育部科学基金资助;
关键词
Microblog; message diffusion; complex network; rich nodes; DYNAMICS;
D O I
10.1142/S0217979214501367
中图分类号
O59 [应用物理学];
学科分类号
摘要
Microblog is a micromessage communication network in which users are the nodes and the followship between users are the edges. Sina Weibo is a typical case of these microblog service websites. As the enormous scale of nodes and complex links in the network, we choose a sample network crawled in Sina Weibo as the base of empirical analysis. The study starts with the analysis of its topological features, and brings in epidemiological SEIR model to explore the mode of message spreading throughout the microblog network. It is found that the network is obvious small-world and scale-free, which made it succeed in transferring messages and failed in resisting negative influence. In addition, the paper focuses on the rich nodes as they constitute a typical feature of Sina Weibo. It is also found that whether the message starts with a rich node will not account for its final coverage. Actually, the rich nodes always play the role of pivotal intermediaries who speed up the spreading and make the message known by much more people.
引用
收藏
页数:14
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