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	An Empirical Study on Preference Distribution of Facebook Users
	Wang, Leye1; Han, Xiao2; Chen, Longbiao3
	2016
DOI	10.1109/UIC-ATC-ScalCom-CBDCom-IoP-SmartWorld.2016.103
页码	1069-1073
英文摘要	Online social networks connect users all around the world, and now is becoming a valuable crowdsourced data source for implementing intelligent people-centric services, e.g., personalized recommendations. Understanding users' characteristics and behaviors is critical for enabling such intelligent services. This paper studies users' preference distribution based on a huge Facebook dataset with 479,048 users, 11 preference types, 879,868 distinct preference items and 6,276,422 preference items. We observe that Music, TV and Movie are the most popular preference types on Facebook and users share more common items in TV, Movie, Sport and Music than the other preference types. We also find that the preference popularity distribution follows power law. In addition, we investigate the effects of users' location on the distribution of the popular preferences and conclude that the most popular preferences are very different among different countries. For instance, only one same Music ("Michael Jackson"), one same TV ("Family Guy") and no same Movie present as the top 10 preference items in all of US, Denmark and Germany.
会议录出版者	IEEE
会议录出版地	345 E 47TH ST, NEW YORK, NY 10017 USA
语种	英语
WOS研究方向	Computer Science
WOS记录号	WOS:000393306500144
内容类型	会议论文
源URL	[http://10.2.47.112/handle/2XS4QKH4/3014]
专题	上海财经大学
作者单位	1.Inst Mines Telecom Telecom SudParis, Paris, France; 2.Shanghai Univ Finance & Econ, Yangpu Qu, Peoples R China; 3.Zhejiang Univ, Hangzhou, Zhejiang, Peoples R China
推荐引用方式 GB/T 7714	Wang, Leye,Han, Xiao,Chen, Longbiao. An Empirical Study on Preference Distribution of Facebook Users[C]. 见:.

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