Study on Information Diffusion Analysis in Social Networks and Its Applications

doi:10.1007/s11633-018-1124-0

CASIA OpenIR > 学术期刊 > Machine Intelligence Research

	Study on Information Diffusion Analysis in Social Networks and Its Applications
	Biao Chang; Tong Xu, Qi Liu; En-Hong Chen
发表期刊	International Journal of Automation and Computing
ISSN	1476-8186
	2018
卷号	15 期号:4 页码:377-401
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.
关键词	Information diffusion influence evaluation influence maximization information source detection social network.
DOI	10.1007/s11633-018-1124-0
引用统计	被引频次：30[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/42418
专题	学术期刊_Machine Intelligence Research
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.

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