Influence analysis of information erupted on social networks based onSIRmodel
Xue Zhou (),
Yong Hu (),
Yue Wu () and
Xi Xiong ()
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Xue Zhou: College of Electronics and Information Engineering, Sichuan University, Chengdu 610064, P. R. China
Yong Hu: College of Electronics and Information Engineering, Sichuan University, Chengdu 610064, P. R. China
Yue Wu: School of Mathematics and Computer Science, Xihua University, Chengdu, Sichuan 610039, P. R. China
Xi Xiong: College of Network Engineering, Chengdu University of Information Technology, Chengdu, Sichuan 610225, P. R. China
International Journal of Modern Physics C (IJMPC), 2015, vol. 26, issue 02, 1-11
In this paper, according to the similarity of chain reaction principle and the characteristics of information propagation on social network, we proposed a new word "information bomb". Based on the complex networks andSIRmodel, dynamical evolution equations were setup. Then methods used to evaluate the four indexes of bomb power were given, including influence breadth, influence strength, peak time and relaxation time. At last, the power of information was ascertained through these indexes. The process of information propagation is simulated to illustrate the spreading characteristics through the results. Then parameters which impact on the power of information bomb are analyzed and some methods which control the propagation of information are given.
Keywords: Social network; SIRmodel; influence analysis; control strategies of influence; 05.10.-a; 87.23.Ge; 89.75.Fb (search for similar items in EconPapers)
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