DocumentCode :
2410492
Title :
Measurements and Analysis of an Unconstrained User Generated Content System
Author :
Yu, Tianlong ; Tian, Chen ; Jiang, Hongbo ; Liu, Wenyu
Author_Institution :
Dept. of EIE, Huazhong Univ. of Sci. & Technol., Wuhan, China
fYear :
2011
fDate :
5-9 June 2011
Firstpage :
1
Lastpage :
5
Abstract :
User-Generated Content (UGC) is overwhelming the Internet with its interactivity and various contents. However, traditional UGC still have constrains on videos\´ length and size, which block out a wide variety of potential popular contents. In this paper, we present the first experimental measurements and analysis of an Unconstrained User-Generated Content (UUGC) system - a test site (so-called "T" site in this paper) of a leading VOD service provider in China. This test site is a video-sharing portal just like traditional UGC, while its contents are not constrained by either duration or size. As an UUGC system, its most distinguishing characteristics are the various types of contents uploaded (movie, TV episode, TV show, music, documentary, sports, etc.) and the wide range of uploaders, which make it an interesting case study. By matching relative key words in video\´s index, we classify the contents into several basic types and analyze the statistics of three major types - movie, TV episode and TV show (labeled MVI, TV-E and TV-S). For further study of various contents, we demonstrate the patterns of flash crowd triggering of MVI, TV-E and TV-S with several typical cases. To find out the viewers\´ consumption pattern, we investigate daily & weekly cycles, as well as grouping the videos by age and exhibiting the popularity evolution. By means of curve fitting with multiple known distributions to video view traces, we show that power law with exponential cutoff best fits the videos\´ popularity distribution for this UUGC system.
Keywords :
Internet; content management; Internet; curve fitting; popularity distribution; unconstrained user generated content system; video view traces; video-sharing portal; Ash; Computational modeling; Motion pictures; TV; User-generated content; Videos; YouTube;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications (ICC), 2011 IEEE International Conference on
Conference_Location :
Kyoto
ISSN :
1550-3607
Print_ISBN :
978-1-61284-232-5
Electronic_ISBN :
1550-3607
Type :
conf
DOI :
10.1109/icc.2011.5962732
Filename :
5962732
Link To Document :
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