Title :
You Are Who You Talk To: Detecting Roles in Usenet Newsgroups
Author :
Fisher, Danyel ; Smith, Marc ; Welser, Howard T.
Author_Institution :
Microsoft Research
Abstract :
Understanding the social roles of the members a group can help to understand the social context of the group. We present a method of applying social network analysis to support the task of characterizing authors in Usenet newsgroups. We compute and visualize networks created by patterns of replies for each author in selected newsgroups and find that second-degree ego-centric networks give us clear distinctions between different types of authors and newsgroups. Results show that newsgroups vary in terms of the populations of participants and the roles that they play. Newsgroups can be characterized by populations that include question and answer newsgroups, conversational newsgroups, social support newsgroups, and flame newsgroups. This approach has applications for both researchers seeking to characterize different types of social cyberspaces as well as participants seeking to distinguish interaction partners and content authors.
Keywords :
Character generation; Computer networks; Fires; Intelligent networks; Joining processes; Pattern analysis; Social network services; Visualization;
Conference_Titel :
System Sciences, 2006. HICSS '06. Proceedings of the 39th Annual Hawaii International Conference on
Print_ISBN :
0-7695-2507-5
DOI :
10.1109/HICSS.2006.536