Tinati, Ramine, Carr, Leslie, Hall, Wendy and Bentwood, Jonny
Identifying Communicator Roles in Twitter
At Mining Social Network Dynamics (MSND 2012), France.
16 - 20 Apr 2012.
Twitter has redefined the way social activities can be coordinated; used for mobilizing people during natural disasters, studying health epidemics, and recently, as a communication platform during social and political change. As a large scale system, the volume of data transmitted per day presents Twitter users with a problem: how can valuable content be distilled from the back chatter, how can the providers of valuable information be promoted, and ultimately how can influential individuals be identified?
To tackle this, we have developed a model based upon the Twitter message exchange which enables us to analyze conversations around specific topics and identify key players in a conversation. A working implementation of the model helps categorize Twitter users by specific roles based on their dynamic communication behavior rather than an analysis of their static friendship network. This provides a method of identifying users who are potentially producers or distributers of valuable knowledge.
Conference or Workshop Item
|Venue - Dates:
||Mining Social Network Dynamics (MSND 2012), France, 2012-04-16 - 2012-04-20
||twitter, user classification, influence, web science
||Web & Internet Science
|16 April 2012||Published|
||10 Mar 2012 11:34
||17 Apr 2017 17:26
|Further Information:||Google Scholar|
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