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Factors that influence scope of information dissemination in online social networks and phase transition in process of communication
Yang HC(杨焕成); Fu Fu DZ(付殿峥); Zheng ZY(郑泽宇)
作者部门数字工厂研究室
会议名称9th International Conference on Modelling, Identification and Control, ICMIC 2017
会议日期July 10-12, 2017
会议地点Kunming, China
会议录名称Proceedings of 2017 9th International Conference On Modelling, Identification and Control, ICMIC 2017
出版者IEEE
出版地New York
2017
页码776-781
收录类别EI
EI收录号20183105620341
产权排序1
ISBN号978-1-5090-6573-8
关键词online social networks(OSNs) susceptible infected recovered (SIR) information information dissemination degree of nodes probability to be retweeted phase transition
摘要Online social networks have a profound impact on our daily lives. Netizen is very concerned about how to get a better dissemination of message. Researchers usually use the SIR dissemination model, describing the basic model of the dissemination process, to explore the mechanism of message dissemination. In this paper, we used the SIR dissemination model to carry out the experiment based on the scale-free feature of the social network. We test our dissemination model from SIR on twitter network and compare the disseminating results under two main factors. Finally, we have got three results: 1, there is a phase transition in the message dissemination process. That is to say, all the messages that forwarded by a large number of users have jump of the number of page views. 2, The message content is more influential than the media. The probability of message being forwarded is more likely to affect its final dissemination than the popularity of the message senders. So, it is a good way to improve the quality of information if you want your message to be seen by as many people as possible. 3. The probability of meeage being forwarded has a threshold that affects its ability to spread. The probability above this threshold will easily get mass dissemination.
语种英语
文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/22357
专题数字工厂研究室
通讯作者Yang HC(杨焕成)
作者单位Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China
推荐引用方式
GB/T 7714
Yang HC,Fu Fu DZ,Zheng ZY. Factors that influence scope of information dissemination in online social networks and phase transition in process of communication[C]. New York:IEEE,2017:776-781.
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