Who Are Your "Real" Friends: Analyzing and Distinguishing Between Offline and Online Friendships From Social Multimedia Data
文献类型：期刊论文
| 作者 | Lu, Dongyuan1; Sang, Jitao2,3 ; Chen, Zhineng4; Xu, Min5; Mei, Tao6
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| 刊名 | IEEE TRANSACTIONS ON MULTIMEDIA
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| 出版日期 | 2017-06-01 |
| 卷号 | 19期号:6页码:1299-1313 |
| 关键词 | Photo Sharing Behavior Analysis Offline Friendship Identification Social Multimedia Mining |
| DOI | 10.1109/TMM.2016.2646181 |
| 文献子类 | Article |
| 英文摘要 | 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. |
| WOS关键词 | NETWORKS ; MEDIA ; COMPETITION |
| WOS研究方向 | Computer Science ; Telecommunications |
| 语种 | 英语 |
| WOS记录号 | WOS:000404059400015 |
| 资助机构 | National Science Foundation of China(61602115 ; "the Fundamental Research Funds for the Central Universities" in UIBE(15QD09) ; 61303175 ; 61672518) |
| 源URL | [http://ir.ia.ac.cn/handle/173211/15234]  |
| 专题 | 自动化研究所_模式识别国家重点实验室_多媒体计算与图形学团队 |
| 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 |
| 推荐引用方式 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. |
入库方式： OAI收割
来源：自动化研究所
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