DocumentCode :
3171494
Title :
An Analysis of the Subscription in User-Generated Content Video Systems
Author :
Li, Zhenyu ; Lin, Jiali
Author_Institution :
Inst. of Comput. Technol., Beijing, China
fYear :
2012
fDate :
July 30 2012-Aug. 2 2012
Firstpage :
1
Lastpage :
7
Abstract :
The subscription in UGC (user-generated content) video systems provides shortcuts for users to be aware of emerging videos from their subscribings. While the subscription is deemed to have great impacts on video views, its patterns and impacts on the user popularity are not well understood. By measuring YouKu, the largest UGC video system in China, we have found stretched exponential distributions for subscribers, subscribings, rather than power-law distributions. We further examine to whom users would like to subscribe and the correlation between the friendship and subscription. Finally, we analyze the impacts of subscription on user popularity. Our findings can be leveraged for the design of subscription/video recommendation systems and the prediction schemes in UGC video systems.
Keywords :
content management; exponential distribution; recommender systems; social networking (online); China; UGC video system; YouKu; exponential distributions; power-law distributions; subscription analysis; subscription-video recommendation systems; user-generated content video systems; video views; Correlation; Crawlers; Hazards; Subscriptions; User-generated content; Vectors; YouTube;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Communications and Networks (ICCCN), 2012 21st International Conference on
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1543-2
Type :
conf
DOI :
10.1109/ICCCN.2012.6289276
Filename :
6289276
Link To Document :
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