Modeling online user behaviors with competitive interactions

doi:10.1016/j.im.2018.09.007

	Modeling online user behaviors with competitive interactions
	He, Saike1 ; Zheng, Xiaolong1 ; Zeng, Daniel Dajun1,2,3
刊名	INFORMATION & MANAGEMENT
	2019-06-01
卷号	56 期号:4 页码:463-475
关键词	Online behaviors Competitive interactions Homophily Homeostasis Social media
ISSN号	0378-7206
DOI	10.1016/j.im.2018.09.007
通讯作者	Zheng, Xiaolong(xiaolong.zheng@ia.ac.cn)
英文摘要	Online user behaviors are increasingly modulated by social media. Extant literature mainly focuses on investigating how network structures affect user behaviors. However, recent empirical results demonstrate that user behaviors and network structures usually coevolve dynamically, and topological patterns turn out to be inadequate for characterizing real-world user behaviors. In this paper, we present a dynamic model to deal with this challenge. This proposed model is mainly governed by two competing principles: homophily and homeostasis. Empirical evaluations of three online real-world datasets suggest that the proposed dynamic model can well predict long-range online user behaviors.
资助项目	National Key R&D Program of China[2017YFC1200302] ; National Key R&D Program of China[2016QY02D0305] ; National Key R&D Program of China[2017YFC0820105] ; National Natural Science Foundation of China[71602184] ; National Natural Science Foundation of China[71472175] ; National Natural Science Foundation of China[71603253] ; National Natural Science Foundation of China[71621002] ; Ministry of Health of China[2017ZX10303401-002]
WOS关键词	NETWORK ; EMOTION
WOS研究方向	Computer Science ; Information Science & Library Science ; Business & Economics
语种	英语
出版者	ELSEVIER SCIENCE BV
WOS记录号	WOS:000469153900001
资助机构	National Key R&D Program of China ; National Natural Science Foundation of China ; Ministry of Health of China
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/24412]
专题	中国科学院自动化研究所
通讯作者	Zheng, Xiaolong
作者单位	1.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 2.Univ Chinese Acad Sci, Beijing, Peoples R China 3.Univ Arizona, Dept Management Informat Syst, Tucson, AZ 85721 USA
推荐引用方式 GB/T 7714	He, Saike,Zheng, Xiaolong,Zeng, Daniel Dajun. Modeling online user behaviors with competitive interactions[J]. INFORMATION & MANAGEMENT,2019,56(4):463-475.
APA	He, Saike,Zheng, Xiaolong,&Zeng, Daniel Dajun.(2019).Modeling online user behaviors with competitive interactions.INFORMATION & MANAGEMENT,56(4),463-475.
MLA	He, Saike,et al."Modeling online user behaviors with competitive interactions".INFORMATION & MANAGEMENT 56.4(2019):463-475.