分形
互联网
计算机科学
爬行
传播
信息传播
过程(计算)
理论计算机科学
数据挖掘
万维网
数学
电信
医学
解剖
操作系统
数学分析
作者
YANG YANG,Fuzhong Nian
出处
期刊:Fractals
[World Scientific]
日期:2022-01-24
被引量:1
标识
DOI:10.1142/s0218348x22500293
摘要
In view of the fractal evolution phenomenon in Internet information dissemination, this paper constructs a generalized fractal network by analyzing the characteristics of user dissemination behavior and according to the dissemination trend of actual information. On this basis, it reveals the fractal evolution mechanism in Internet information dissemination and its dissemination dynamic characteristics and rules. First, based on node similarity, a fractal propagation model of Internet information is constructed. Second, based on the scale-free network and according to the user characteristics, the information dissemination process is simulated and a generalized fractal network is evolved. Then, the key factors influencing the formation of fractal networks, the characteristics, and the rules of propagation dynamics are analyzed. Finally, the rationality and validity of the model are verified by crawling the real user forwarded data in the micro-blog.
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