Paper Info
Title
Characterizing user behavior and information propagation on a social multimedia network
Abstract
An increasing portion of modern socializing takes place via online social networks. Members of these communities often play distinct roles that can be deduced from observations of users' online activities. One such activity is the sharing of multimedia, the popularity of which can vary dramatically. Here we discuss our initial analysis of anonymized, scraped data from consenting Facebook users, together with associated demographic and psychological profiles. We present five clusters of users with common observed online behaviors, where these users also show correlated profile characteristics. Finally, we identify some common properties of the most popular multimedia content.
Year
DOI
Venue
2013
10.1109/ICMEW.2013.6618395
Multimedia and Expo Workshops
Keywords
DocType
Volume
Internet,multimedia computing,psychology,social networking (online),Facebook users,associated demographic profile,information propagation,multimedia content,online behaviors,online social networks,profile characteristics,psychological profiles,scraped data,social multimedia network,user behavior,user online activity,behavior analysis,clustering,multimedia,online social networks,personality,social network analysis (SNA)
Journal
abs/1305.2091
ISSN
Citations 
PageRank 
2330-7927
4
0.43
References 
Authors
0
7
Name
Order
Citations
PageRank
Francis T. O'Donovan140.43
Connie Fournelle251.84
Steve Gaffigan340.43
Oliver Brdiczka4107657.49
Jianqiang Shen523617.86
Juan Liu61128145.32
Kendra E. Moore7274.40