Keiichi Nemoto
ABSTRACT
In this study we measure the impact of pre-existing social capital on the efficiency of collaboration among Wikipedia editors. To construct a social network among Wikipedians we look to mutual interaction on the user talk pages of Wikipedia editors. As our data set, we analyze the communication networks associated with 3085 featured articles - the articles of highest quality in the English Wikipedia, comparing it to the networks of 80154 articles of lower quality. As the metric to assess the quality of collaboration, we measure the time of quality promotion from when an article is started until it is promoted to featured article. The study finds that the higher pre-existing social capital of editors working on an article is, the faster the articles they work on reach higher quality status, such as featured articles. The more cohesive and more centralized the collaboration network, and the more network members were already collaborating before starting to work together on an article, the faster the article they work on will be promoted or featured.
- Aberdour, M. "Achieving Quality in Open Source Software," IEEE Software, January-February 2007. Google Scholar
Digital Library
- Adler, B. T., and Alfaro L. de. "A content-driven reputation system for the Wikipedia." Proceedings of the 16th International Conference on the World Wide Web, 2007, pp. 261--270. Google ScholarDigital Library
- Ahuja, M. K. Carley, K.M. "Network Structure in Virtual Organizations," Organization Science. 1999 (10:6). (pp. 741--757) Google ScholarDigital Library
- Anthony, D., Smith, S. W., and Williamson, T. "Explaining Quality in Internet Collective Goods: Zealots and Good Samaritans in the Case of Wikipedia," Working Paper, Department of Computer Science, Dartmouth College, November 2005.Google Scholar
- Aral, S., Brynjolfsson, E. Van Alstyne, M. W., Information, Technology and Information Worker Productivity: Task Level Evidence (June 2007). NBER Working Paper Series, Vol. w13172, pp. -, 2007. Available at SSRN: http://ssrn.com/abstract=993403Google Scholar
- Benkler, Yochai. The Wealth of Networks: How Social Production Transforms Markets and Freedom, Yale University Press, New Haven and London, 2007. Google ScholarDigital Library
- Bourdieu, P. The forms of capital. In J. Richardson (Ed.) Handbook of Theory and Research for the Sociology of Education (New York, Greenwood), 241--258. 1986.Google Scholar
- Chi, E.H., Kittur, N., Pendleton, B., and Suh, B. "Long Tail of user participation in Wikipedia," http://asc-parc.blogspot.com/2007/05/long-tail-and-power-law-graphs-of-user.html, 2007.Google Scholar
- Cox, D. R. "Regression Models and Life Tables". Journal of the Royal Statistical Society Series B 34 (2): 187--220. 1972Google ScholarCross Ref
- Crandall, D. Cosley, D. Huttenlocher, D. Kleinberg, J. Suri, S. Feedback Effects between Similarity and Social Influence in Online Communities. ACM KDD'08, August 24--27, 2008, Las Vegas, Nevada, USA. Google ScholarDigital Library
- Crowston, K., and Scozzi, B. "Coordination practices for bug fixing within FLOSS development teams." Proceedings of the First International Workshop on Computer Supported Activity Coordination (CSAC), 2004, Portugal.Google Scholar
- Cummings, J. N. Cross, R. "Structural properties of work groups and their consequences for performance." Social Networks, (25:3), 2003, pp.197--210.Google ScholarCross Ref
- Gloor, P. Swarm Creativity: Competitive Advantage Through Collaborative Innovation Networks. Oxford University Press, New York, 2005.Google Scholar
- Howe, J. "The Rise of Crowdsourcing," Wired (14:06), June 2006.Google Scholar
- Kidane, Y., and Gloor, P. "Correlating temporal communication patterns of the Eclipse open source community with performance and creativity." Computational & Mathematical Organization Theory. (13:1) 17 - 27, 2007. Google ScholarDigital Library
- Kittur, A., and Kraut, R. E. "Harnessing the Wisdom of Crowds in Wikipedia: Quality Through Coordination." In Proceedings of the ACM 2008 Conference on Computer Supported Cooperative Work CSCW '08. New York: ACM Press, 2008. Google ScholarDigital Library
- Krackhardt, D. Hanson, J.R., "Informal Networks: The Company Behind the Chart," Harvard Business Review, July-August 1993.Google Scholar
- Lakhani, K. R., and von Hippel, E. "How open source software works: "Free" user-to-user assistance." Research Policy, (32:6), 2003, pp. 923--943.Google ScholarCross Ref
- Lam, S. T. Riedl, J. Is Wikipedia growing a longer tail?. In Proceedings of the ACM 2009 international conference on Supporting group work (GROUP '09). ACM, 2009. pp. 105--114. Google ScholarDigital Library
- Liu, J. Ram, S. "Who Does What: Collaboration Patterns in the Wikipedia and Their Impact on Data Quality" (December 8, 2009). 19th Workshop on Information Technologies and Systems, pp. 175--180, December 2009. Available at SSRN http://ssrn.com/abstract=1565682. Published in Proceedings of 19th Workshop on Information Technologies and Systems, Phoenix, December 2009, pp. 175--180.Google Scholar
- Malone, T. Laubacher, R. Dellarocas, C. "The Collective Intelligence Genome." Sloan Management Review (51:3) Spring, 2010.Google Scholar
- Porter, K.A. Bunker Whittington, K.C. Powell, W.W. "The institutional embeddedness of high-tech regions: Relational foundations of the Boston biotechnology community". S. Breschi & F. Malerba (Eds.), Clusters, Networks, and Innovation. Oxford, UK: Oxford University Press, 2005.(pp. 261--296)Google Scholar
- Priedhorsky, R. Chen, J. K. Lam, S. K. Panciera, K. Terveen, L. Riedl, J. Creating, Destroying, and Restoring Value in Wikipedia. ACM GROUP'07, November 4--7, 2007, Sanibel Island, Florida, USA. 2007. Google ScholarDigital Library
- Putnam, R.D. Bowling Alone: America's Declining Social Capital, Journal of Democracy - Volume 6, Number 1, January 1995, pp. 65--78.Google Scholar
- Steinfield, C. DiMicco, J. Ellison, N. Lampe, C. Bowling online: social networking and social capital within the organization. In Proceedings of the fourth international conference on Communities and technologies (C&T '09). ACM, 2009, pp. 245--254 Google ScholarDigital Library
- Suh, B. Chi, E. H. Pendleton, B. A. Kittur, A. "Us vs. Them: Understanding Social Dynamics in Wikipedia with Revert Graph Visualizations." In 2007 IEEE Symposium on Visual Analytics Science and Technology Sacramento: IEEE, 2007. (pp. 163--170) Google ScholarDigital Library
- Tarjan, E.R. "Depth first search and linear graph algorithms," SIAM J. Computing (1:2) 1972 (pp.146--160)Google ScholarCross Ref
- Uzzi, B. Spiro, J. "Collaboration and Creativity: The Small World Problem." American Journal of Sociology. (111:2), September 2005, pp. 447--504.Google ScholarCross Ref
- Van Der Gaag, M. Tom A.B. Snijders, T.B.A. The Resource Generator: social capital quantification with concrete items. Social Networks 27, 2005. 1--29.Google Scholar
- von Hippel, E. "Innovation by User Communities: Learning From Open-Source Software," Sloan Management Review, July 2001.Google Scholar
- WikiProject Council/Guide/WikiProject: Assessment, 2010. http://en.wikipedia.org/wiki/Wikipedia:WikiProject_Council/Guide/WikiProject#Assessments_in_practice.Google Scholar
- Wilkinson, D, and Huberman, B. "Cooperation and Quality in Wikipedia," WikiSym'07, October 21--23, 2007, Montreal, Canada Google ScholarDigital Library
- Worldbank. Measuring Social Capital. http://go.worldbank.org/A77F30UIX0 (retrieved Jan 16, 2011)Google Scholar
- Wasserman, S. and Faust, K. Social Network Analysis, Cambridge University Press, 1994.Google ScholarCross Ref
- Watts, D.J., and S.H. Strogatz, 1998: Collective dynamics of 'small-world' networks. Nature, 393, 440--4.Google ScholarCross Ref
Index Terms
- Social capital increases efficiency of collaboration among Wikipedia editors
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