Abstract
This chapter looks into different ways of analyzing and modeling the time dependent development of social interactions between members in online discussion groups. Social grooming is an activity in which individuals bond and reinforce social structures. To grooming someone can be for instance to mention someones name in a discussion or to cite something said by that person. The number of grooms received by a group member can be analyzed and used as an indicator of the social status in the group. By performing grooming analysis it is possible to attain information about how the relative status of the group members changes over time. The data in this study is taken from two different international online discussion groups. A validation showed that the estimate of status based on the grooming analysis showed remarkable correspondence with the collective status ranking performed by a group of independent evaluators.
Access provided by Autonomous University of Puebla. Download to read the full chapter text
Chapter PDF
Similar content being viewed by others
Keywords
References
Coie, J.D., Kupersmidt, J.B.: A Behavioral Analysis of Emerging Social Status in Boys Groups. Child Development 54(6), 1400− − 1416 (1983)
Mazur, A.: Biosocial Model of Status in Face-to-face Primate Goups. Social Forces 64(2) (1985)
Maisonneuve, N.: Basic Social Attention Analysis. The webblog of INSEADs Centre for Advanced Learning Technologies, CALT (2007), http://www.slideshare.net/n.maisonneuve/social-analysis?from=fblanding
Yan, M., Vassileva, J., Grassman, W.: A System Dynamics Approach to Study Virtual Communities. In: The 40th Hawaii International Conference on System Science. IEEE Press, New York (2007)
Zhang, Y.W., Tanniru, M.: An Agent-based approach to Study Virtual Learning Communities. In: The 35th Hawaii International Conference on System Science. IEEE Press, New York (2002)
Agarwal, N., Liu, H., Tang, L.: Identifying the influential bloggers in a community. In: The International Conference on Web Search and Web Data Mining, Palo Alto, California, USA (2008)
Sabater, J., Sierra, C., Ueda, N.: Reputation and social network analysis in multi-agent systems. In: Proceedings of the First International Joint Conference on Autonomous Agents and Multiagent Systems Part 1 - AAMAS 2002, AAMAS 2002 (2002)
Simkin, M.V., Roychowdhury, MV.P.: A mathematical theory of citing. Journal of the American Society for Information Science and Technology 58(11), 1661–1673 (2007)
Joyce, E., Kraut, R.E.: Predicting Continued Participation in Newsgroups. Journal of Computer-Mediated Communication (3), 723–747 (2006)
Wilkinson, D.M.: Strong regularities in online peer production. In: The 9th Conference on Electronic Commerce 2008, Chicago, Il, USA, pp. 302–309 (2008)
Wu, F., Huberman, B.: Novelty and collective attention. Proceedings of the National Academy of Sciences of the United States of America (45), 17599–17601 (2007)
Lerman, K., Rey, M.: Social Information Processing in Social News Aggregation Anatomy of Digg. Information Sciences (2), 1–17 (2007)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Nygren, E. (2011). Grooming Analysis Modeling the Social Interactions of Online Discussion Groups. In: Atzmueller, M., Hotho, A., Strohmaier, M., Chin, A. (eds) Analysis of Social Media and Ubiquitous Data. MUSE MSM 2010 2010. Lecture Notes in Computer Science(), vol 6904. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-23599-3_3
Download citation
DOI: https://doi.org/10.1007/978-3-642-23599-3_3
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-23598-6
Online ISBN: 978-3-642-23599-3
eBook Packages: Computer ScienceComputer Science (R0)