2010 · 670 citations · 21 references
Social SciencesCommunicationDigital CommunicationInterpersonal CommunicationInterpersonal RelationshipsInformation SharingOnline CommunitiesSocial MediaSocial Network AnalysisSocial NetworksVirtual CommunitiesOnline Social InteractionProfile ConstructionSocial Media Platforms
Online social networks are now a popular way for users to connect, express themselves, and share content. Users in today's online social networks often post a profile, consisting of attributes like geographic location, interests, and schools attended. Such profile information is used on the sites as a basis for grouping users, for sharing content, and for suggesting users who may benefit from interaction. However, in practice, not all users provide these attributes.
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Birds of a Feather: Homophily in Social Networks
Miller McPherson, Lynn Smith‐Lovin, James M. Cook · Annual Review of Sociology · 2001 · 18.6K citations
Finding and evaluating community structure in networks
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Finding community structure in very large networks
Aaron Clauset, M. E. J. Newman, Cristopher Moore · Physical Review E · 2004 · 7.5K citations · Full text
Fast algorithm for detecting community structure in networks
M. E. J. Newman · Physical Review E · 2004 · 5.5K citations · Full text
Measurement and analysis of online social networks
Alan Mislove, Massimiliano Marcon, Krishna P. Gummadi et al. · 2007 · 3.1K citations