Who Are Your "Real" Friends: Analyzing and Distinguishing Between Offline and Online Friendships From Social Multimedia Data
Lu, Dongyuan1; Sang, Jitao2,3; Chen, Zhineng4; Xu, Min5; Mei, Tao6
2017-06-01
发表期刊IEEE TRANSACTIONS ON MULTIMEDIA
卷号19期号:6页码:1299-1313
文章类型Article
摘要The Internet has extended the physical boundary of people's social circles to manage an inordinate number of online friends. It is recognized that only a fraction of these online friends are also known with each other in offline circumstances, i.e., the offline friends. An important type of offline friend, onsite offline friend, is defined and addressed in this paper. We explores the possibility of utilizing users' online photo sharing-related behaviors and network topologies to analyze and distinguish between online and onsite offline friendships. Different from traditional social science studies which rely on survey-based data, we employ users' tagged people on the shared Instagram photos as the ground-truth for onsite offline friends. This enables a large-scale and objective analysis and experimental evaluation, which compares between different factors and identifies the features that are key to onsite offline friend identification.
关键词Photo Sharing Behavior Analysis Offline Friendship Identification Social Multimedia Mining
WOS标题词Science & Technology ; Technology
DOI10.1109/TMM.2016.2646181
关键词[WOS]NETWORKS ; MEDIA ; COMPETITION
收录类别SCI ; SSCI
语种英语
项目资助者National Science Foundation of China(61602115 ; "the Fundamental Research Funds for the Central Universities" in UIBE(15QD09) ; 61303175 ; 61672518)
WOS研究方向Computer Science ; Telecommunications
WOS类目Computer Science, Information Systems ; Computer Science, Software Engineering ; Telecommunications
WOS记录号WOS:000404059400015
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/15234
专题模式识别国家重点实验室_多媒体计算与图形学
作者单位1.Univ Int Business & Econ, Sch Informat Technol & Management, Beijing 100029, Peoples R China
2.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100049, Peoples R China
3.Nanjing Univ, State Key Lab Novel Software Technol, Nanjing 210000, Jiangsu, Peoples R China
4.Chinese Acad Sci, Inst Automat, Beijing 100049, Peoples R China
5.Univ Technol Sydney, Sch Comp & Commun, Ultimo, NSW 2007, Australia
6.Microsoft Res Asia, Beijing 100080, Peoples R China
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GB/T 7714
Lu, Dongyuan,Sang, Jitao,Chen, Zhineng,et al. Who Are Your "Real" Friends: Analyzing and Distinguishing Between Offline and Online Friendships From Social Multimedia Data[J]. IEEE TRANSACTIONS ON MULTIMEDIA,2017,19(6):1299-1313.
APA Lu, Dongyuan,Sang, Jitao,Chen, Zhineng,Xu, Min,&Mei, Tao.(2017).Who Are Your "Real" Friends: Analyzing and Distinguishing Between Offline and Online Friendships From Social Multimedia Data.IEEE TRANSACTIONS ON MULTIMEDIA,19(6),1299-1313.
MLA Lu, Dongyuan,et al."Who Are Your "Real" Friends: Analyzing and Distinguishing Between Offline and Online Friendships From Social Multimedia Data".IEEE TRANSACTIONS ON MULTIMEDIA 19.6(2017):1299-1313.
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