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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)
Department数字工厂研究室
Conference Name9th International Conference on Modelling, Identification and Control, ICMIC 2017
Conference DateJuly 10-12, 2017
Conference PlaceKunming, China
Source PublicationProceedings of 2017 9th International Conference On Modelling, Identification and Control, ICMIC 2017
PublisherIEEE
Publication PlaceNew York
2017
Pages776-781
Indexed ByEI
EI Accession number20183105620341
Contribution Rank1
ISBN978-1-5090-6573-8
Keywordonline social networks(OSNs) susceptible infected recovered (SIR) information information dissemination degree of nodes probability to be retweeted phase transition
AbstractOnline 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.
Language英语
Document Type会议论文
Identifierhttp://ir.sia.cn/handle/173321/22357
Collection数字工厂研究室
Corresponding AuthorYang HC(杨焕成)
AffiliationShenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China
Recommended Citation
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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