Modeling online user behaviors with competitive interactions

doi:10.1016/j.im.2018.09.007

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 互联网大数据与信息安全

	Modeling online user behaviors with competitive interactions
	He, Saike1 ; Zheng, Xiaolong1 ; Zeng, Daniel Dajun1,2,3
发表期刊	INFORMATION & MANAGEMENT
ISSN	0378-7206
	2019-06-01
卷号	56 期号:4 页码:463-475
通讯作者	Zheng, Xiaolong(xiaolong.zheng@ia.ac.cn)
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.
关键词	Online behaviors Competitive interactions Homophily Homeostasis Social media
DOI	10.1016/j.im.2018.09.007
关键词[WOS]	NETWORK ; EMOTION
收录类别	SCI
语种	英语
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] ; 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] ; 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]
项目资助者	National Key R&D Program of China ; National Natural Science Foundation of China ; Ministry of Health of China
WOS研究方向	Computer Science ; Information Science & Library Science ; Business & Economics
WOS类目	Computer Science, Information Systems ; Information Science & Library Science ; Management
WOS记录号	WOS:000469153900001
出版者	ELSEVIER SCIENCE BV
七大方向——子方向分类	社会计算
引用统计	被引频次：3[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/173211/24413
专题	多模态人工智能系统全国重点实验室_互联网大数据与信息安全
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
第一作者单位	中国科学院自动化研究所
通讯作者单位	中国科学院自动化研究所
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.