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Social Networks that Matter: Twitter Under the MicroscopeBernardo A. HubermanHewlett-Packard Laboratories Daniel M. RomeroHewlett-Packard Laboratories, Bristol Fang WuHP Labs December 5, 2008 Abstract: Scholars, advertisers and political activists see massive online social networks as a representation of social interactions that can be used to study the propagation of ideas, social bond dynamics and viral marketing, among others. But the linked structures of social networks do not reveal actual interactions among people. Scarcity of attention and the daily rythms of life and work makes people default to interacting with those few that matter and that reciprocate their attention. A study of social interactions within Twitter reveals that the driver of usage is a sparse and hidden network of connections underlying the "declared" set of friends and followers.
Number of Pages in PDF File: 9 Keywords: social networks, attention economy, twitter JEL Classification: D70, L15, M30 working papers seriesDate posted: December 12, 2008Suggested CitationContact Information
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