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Modeling Information Diffusion with the External Environment in Social Networks

文献类型：期刊论文

作者Liao, Xiangwen2,4; Yang, Dingda2,5; Cheng, Xueqi1; Chen, Guolong2,4; Wei, Jingjing2,3
刊名JOURNAL OF INTERNET TECHNOLOGY
出版日期2019
卷号20期号:2页码:369-377
关键词Social networks Information diffusion External environment
ISSN号1607-9264
DOI10.3966/160792642019032002006
英文摘要This paper addresses the problem of modeling the information diffusion in social networks. We are motivated by the phenomenon that individuals can receive information from the external environment, which possibly causes the transition of individuals' states. Most of existing models are based on the assumption that information spread through social interactions between individuals in the interior network, but few attention is paid to the change of states due to the information obtaining from the external environment. This paper proposes an External Environment Involved Information Diffusion Model (EEIIDM) by integrating the effect of the external environment. Mechanisms of state transition are utilized to describe the information diffusion. Theoretical analyses of the model are carried out in both homogeneous and heterogeneous networks, demonstrating that all individuals are informed at the equilibrium when the external environment is introduced. Furthermore, simulation results show that the external environment makes the diffusion process less sensitive to the initial spreader.
资助项目National Natural Science Foundation of China[61772135] ; National Natural Science Foundation of China[U1605251] ; Open Project of Key Laboratory of Network Data Science & Technology of Chinese Academy of Sciences[CASNDST201606] ; Open Project of Key Laboratory of Network Data Science & Technology of Chinese Academy of Sciences[CASNDST201708] ; Key Laboratory of Trustworthy Distributed Computing and Service (BUPT) Ministry of Education[2017KF01]
WOS研究方向Computer Science ; Telecommunications
语种英语
WOS记录号WOS:000466165200006
出版者LIBRARY & INFORMATION CENTER, NAT DONG HWA UNIV
源URL[http://119.78.100.204/handle/2XEOYT63/4221]  
专题中国科学院计算技术研究所期刊论文_英文
通讯作者Liao, Xiangwen
作者单位1.Chinese Acad Sci, Inst Comp Technol, Beijing, Peoples R China
2.Fuzhou Univ, Fujian Prov Key Lab Network Comp & Intelligent In, Fuzhou, Fujian, Peoples R China
3.Fujian Jiangxia Univ, Coll Elect & Informat Sci, Fuzhou, Fujian, Peoples R China
4.Fuzhou Univ, Coll Math & Comp Sci, Fuzhou, Fujian, Peoples R China
5.Fuzhou Univ, Coll Phys & Informat Engn, Fuzhou, Fujian, Peoples R China
推荐引用方式
GB/T 7714		 Liao, Xiangwen,Yang, Dingda,Cheng, Xueqi,et al. Modeling Information Diffusion with the External Environment in Social Networks[J]. JOURNAL OF INTERNET TECHNOLOGY,2019,20(2):369-377.
APA Liao, Xiangwen,Yang, Dingda,Cheng, Xueqi,Chen, Guolong,&Wei, Jingjing.(2019).Modeling Information Diffusion with the External Environment in Social Networks.JOURNAL OF INTERNET TECHNOLOGY,20(2),369-377.
MLA Liao, Xiangwen,et al."Modeling Information Diffusion with the External Environment in Social Networks".JOURNAL OF INTERNET TECHNOLOGY 20.2(2019):369-377.

入库方式： OAI收割

来源：计算技术研究所

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