Factors influencing message dissemination through social media
文献类型：期刊论文
| 作者 | Fu Y(傅洋); Yang HC(杨焕成); Zheng ZY(郑泽宇); Stanley, H. Eugene; Podobnik, Boris; Fu DZ(付殿峥); Yu C(于闯) ; Zheng R(郑荣)
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| 刊名 | Physical Review E
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| 出版日期 | 2018 |
| 卷号 | 97期号:6页码:1-6 |
| ISSN号 | 2470-0045 |
| 产权排序 | 1 |
| 通讯作者 | Fu Y(傅洋) |
| 中文摘要 | 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. |
| WOS标题词 | Science & Technology ; Physical Sciences |
| 类目[WOS] | Physics, Fluids & Plasmas ; Physics, Mathematical |
| 研究领域[WOS] | Physics |
| 关键词[WOS] | SCALE-FREE NETWORKS ; INFORMATION DIFFUSION ; COMPUTER VIRUSES ; SIR MODEL ; EPIDEMIC ; BEHAVIOR ; SPREAD |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000434467500005 |
| 源URL | [http://ir.sia.cn/handle/173321/22085]  |
| 专题 | 沈阳自动化研究所_海洋信息技术装备中心 |
| 通讯作者 | Zheng R(郑荣) |
| 作者单位 | 1.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China 2.Center for Polymer Studies, Boston University, Boston, MA 02215, United States 3.Zagreb School of Economics and Management, Zagreb, EU 10000, Croatia 4.Faculty of Civil Engineering, University of Rijeka, Rijeka, EU 51000, Croatia 5.Faculty of Information Studies, Novo Mesto, EU SI-8000, Slovenia 6.Luxembourg School of Business, Luxembourg L-2453, Luxembourg 7.University of Chinese Academy of Sciences, Beijing 100049, China 8.Key Laboratory of Network Control System, Chinese Academy of Sciences, Shenyang 110016, China |
| 推荐引用方式 GB/T 7714 | Fu Y,Yang HC,Zheng ZY,et al. Factors influencing message dissemination through social media[J]. Physical Review E,2018,97(6):1-6. |
| APA | Fu Y.,Yang HC.,Zheng ZY.,Stanley, H. Eugene.,Podobnik, Boris.,...&郑荣.(2018).Factors influencing message dissemination through social media.Physical Review E,97(6),1-6. |
| MLA | Fu Y,et al."Factors influencing message dissemination through social media".Physical Review E 97.6(2018):1-6. |
入库方式： OAI收割
来源：沈阳自动化研究所
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