Study on Information Diffusion Analysis in Social Networks and Its Applications

doi:10.1007/s11633-018-1124-0

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	Study on Information Diffusion Analysis in Social Networks and Its Applications
	Biao Chang; Tong Xu, Qi Liu; En-Hong Chen
刊名	International Journal of Automation and Computing
	2018
卷号	15 期号:4 页码:377-401
关键词	Information diffusion influence evaluation influence maximization information source detection social network.
ISSN号	1476-8186
DOI	10.1007/s11633-018-1124-0
英文摘要	Due to the prevalence of social network services, more and more attentions are paid to explore how information diffuses and users affect each other in these networks, which has a wide range of applications, such as viral marketing, reposting prediction and social recommendation. Therefore, in this paper, we review the recent advances on information diffusion analysis in social networks and its applications. Specifically, we first shed light on several popular models to describe the information diffusion process in social networks, which enables three practical applications, i.e., influence evaluation, influence maximization and information source detection. Then, we discuss how to evaluate the authority and influence based on network structures. After that, current solutions to influence maximization and information source detection are discussed in detail, respectively. Finally, some possible research directions of information diffusion analysis are listed for further study.
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/42418]
专题	自动化研究所_学术期刊_International Journal of Automation and Computing
作者单位	Anhui Province Key Laboratory of Big Data Analysis and Application, School of Computer Science, University of Science and Technology of China, Hefei 230026, China
推荐引用方式 GB/T 7714	Biao Chang,Tong Xu, Qi Liu,En-Hong Chen. Study on Information Diffusion Analysis in Social Networks and Its Applications[J]. International Journal of Automation and Computing,2018,15(4):377-401.
APA	Biao Chang,Tong Xu, Qi Liu,&En-Hong Chen.(2018).Study on Information Diffusion Analysis in Social Networks and Its Applications.International Journal of Automation and Computing,15(4),377-401.
MLA	Biao Chang,et al."Study on Information Diffusion Analysis in Social Networks and Its Applications".International Journal of Automation and Computing 15.4(2018):377-401.