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Factors influencing message dissemination through social media | |
Zheng ZY(郑泽宇)1,2,3![]() ![]() ![]() | |
作者部门 | 数字工厂研究室 |
发表期刊 | Physical Review E
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ISSN | 2470-0045 |
2018 | |
卷号 | 97期号:6页码:1-6 |
收录类别 | SCI ; EI |
EI收录号 | 20182405303516 |
WOS记录号 | WOS:000434467500005 |
产权排序 | 1 |
资助机构 | National Natural Science Foundation ; NSF ; DTRA |
摘要 | Online social networks strongly impact our daily lives. An internet user (a "Netizen") wants messages to be efficiently disseminated. The susceptible-infected-recovered (SIR) dissemination model is the traditional tool for exploring the spreading mechanism of information diffusion. We here test our SIR-based dissemination model on open and real-world data collected from Twitter. We locate and identify phase transitions in the message dissemination process. We find that message content is a stronger factor than the popularity of the sender. We also find that the probability that a message will be forwarded has a threshold that affects its ability to spread, and when the probability is above the threshold the message quickly achieves mass dissemination. |
语种 | 英语 |
WOS类目 | Physics, Fluids & Plasmas ; Physics, Mathematical |
关键词[WOS] | SCALE-FREE NETWORKS ; INFORMATION DIFFUSION ; COMPUTER VIRUSES ; SIR MODEL ; EPIDEMIC ; BEHAVIOR ; SPREAD |
WOS研究方向 | Physics |
资助项目 | National Natural Science Foundation[71671182] ; NSF[PHY-1505000] ; NSF[CMMI-1125290] ; NSF[CHE-1213217] ; DTRA[HDTRA1-14-1-0017] |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.sia.cn/handle/173321/22106 |
专题 | 数字工厂研究室 |
通讯作者 | Fu Y(傅洋) |
作者单位 | 1.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China; 2.Key Laboratory of Network Control System, Chinese Academy of Sciences, Shenyang 110016, China; 3.University of Chinese Academy of Sciences, Beijing 100049, China; 4.Luxembourg School of Business, Luxembourg L-2453, Luxembourg; 5.Faculty of Information Studies, Novo Mesto, EU SI-8000, Slovenia; 6.Faculty of Civil Engineering, University of Rijeka, Rijeka, EU 51000, Croatia; 7.Zagreb School of Economics and Management, Zagreb, EU 10000, Croatia; 8.Center for Polymer Studies, Boston University, Boston, MA 02215, United States |
推荐引用方式 GB/T 7714 | Zheng ZY,Yang HC,Fu Y,et al. Factors influencing message dissemination through social media[J]. Physical Review E,2018,97(6):1-6. |
APA | Zheng ZY,Yang HC,Fu Y,Fu DZ,Podobnik, Boris,&Stanley, H. Eugene.(2018).Factors influencing message dissemination through social media.Physical Review E,97(6),1-6. |
MLA | Zheng ZY,et al."Factors influencing message dissemination through social media".Physical Review E 97.6(2018):1-6. |
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