ABSTRACT
Commons-based Peer Production is the process by which internet communities create media and software artefacts. Learning is integral to the success of these communities as it encourages contribution on an individual level, helps to build and sustain commitment on a group level and provides a means for adaption at an organisational level. While some communities have established ways to support organisational learning -- through a forum or thread reserved for community discussion -- few have investigated how more in-depth visual and analytic interfaces could help formalise this process. In this paper, we explore how social network visualisation can be used to encourage reflection and thus support organisational learning in online communities. We make the following contributions: First, we describe Commons-Based Peer Production, in terms of a socio-technical learning system that includes individual, group and organisational learning. Second, we present a novel visualisation environment that embeds social network visualisation in an asynchronous collaborative architecture. Third, we present results from an evaluation and discuss the potential for visualisation to support the process of organisational reflection in online communities.
- Argyris, C. and Schon, D. A. Organisational Learning: A Theory of Action Persepctive. Addison Wesley, 1978.Google Scholar
- Benkler, Y. Coase's Penguin, or, Linux and The Nature of the Firm. The Yale Law journal 112, (2002), 369.Google Scholar
- Bontis, N., Crossan, M. M., and Hulland, J. Managing An Organizational Learning System By Aligning Stocks and Flows. Journal of Management Studies 39, 4 (2002), 437--469.Google ScholarCross Ref
- Butler, B., Joyce, E., and Pike, J. Don't look now, but we've created a bureaucracy: the nature and roles of policies and rules in wikipedia. Proceeding of the twenty-sixth annual SIGCHI conference on Human factors in computing systems, ACM (2008), 1101--1110. Google ScholarDigital Library
- Crossan, M. M., Lane, H. W., and White, R. E. An Organizational Learning Framework: From Intuition to Institution. Academy of management review 24, 3 (1999), 522--537.Google Scholar
- Douglas Thomas, J. S. B. A New Culture of Learning: Cultivating the Imagination for a World of Constant Change. CreateSpace, 2011.Google Scholar
- Fisher, D. and Dourish, P. Social and temporal structures in everyday collaboration. Proceedings of the 2004 conference on Human factors in computing systems - CHI '04, (2004), 551--558. Google ScholarDigital Library
- Forte, A. and Bruckman, A. Scaling Consensus: Increasing Decentralization in Wikipedia Governance Andrea Forte and Amy Bruckman. Proceedings of the 41st Hawaii International Conference on System Sciences (HICSS), IEEE Computer Society (2008), 15--17. Google ScholarDigital Library
- Ghoniem, M., Fekete, J.-D., and Castagliola, P. A Comparison of the Readability of Graphs Using Node-Link and Matrix-Based Representations. IEEE Symposium on Information Visualization, 17--24. Google ScholarDigital Library
- Ham, F. Van, Schulz, H.-jörg, and Dimicco, J. M. Honeycomb: Visual Analysis of Large Scale Social Networks. Ifip International Federation For Information Processing, (2009), 429--442. Google ScholarDigital Library
- Haythornthwaite, C. Crowds and Communities: Light and Heavyweight Models of Peer Production. Proceedings of the 42nd Hawaii International Conference on System Sciences (HICSS), IEEE (2008). Google ScholarDigital Library
- Heer, J. and Agrawala, M. Design considerations for collaborative visual analytics. Information Visualization 7, 1 (2008), 49--62. Google ScholarDigital Library
- Heer, J. and Boyd, D. Vizster: visualizing online social networks. IEEE Symposium on Information Visualization, 2005. INFOVIS 2005., (2005), 32--39. Google ScholarDigital Library
- Heer, J. and Hellerstein, J. Data Visualization and Social Data Analysis. Proceedings of the VLDB Endowment, (2009), 1656--1657. Google ScholarDigital Library
- Heer, J., Viégas, F., and Wattenberg, M. Voyagers and voyeurs: Supporting asynchronous collaborative visualization. Communications of the ACM, April (2009), 87--97. Google ScholarDigital Library
- Henry, N. and Fekete, J.-D. MatrixExplorer: a dual-representation system to explore social networks. IEEE transactions on visualization and computer graphics 12, 5 (2006), 677--84. Google ScholarDigital Library
- Jahnke, I. Socio-technical communities: From informal to formal? In B. Whitworth and A. D. Moor, eds., Handbook of Research on SocioTechnical Design and Social Networking. 2009, 763--777.Google Scholar
- Kim, D. The link between individual and organizational learning. Sloan Managemnet Review 33, 1 (1996), 37--50.Google Scholar
- Levitt, B. and March, J. G. Organizational Learning. Annual Review of Sociology 14, 1 (1988), 319--340.Google ScholarCross Ref
- Perer, A. and Shneiderman, B. Integrating statistics and visualization. Proceeding of the twenty-sixth annual CHI conference on Human factors in computing systems - CHI '08, (2008), 265. Google ScholarDigital Library
- Schindler, M. and Vrandecic, D. Introducing new features to Wikipedia: Case studies for Web Science. Proceedings of the WebSci'09: Society On-Line, (2009).Google Scholar
- Viegas, F. B., Wattenberg, M., Ham, F. van, Kriss, J., and McKeon, M. ManyEyes: a site for visualization at internet scale. IEEE transactions on visualization and computer graphics 13, 6 (2007), 1121--8. Google ScholarDigital Library
- Viégas, F. B. and Smith, M. Newsgroup Crowds and AuthorLines: Visualizing the Activity of Individuals in Conversational Cyberspaces. Proceedings of the 37th Hawaii International Conference on System Sciences (HICSS), (2004). Google ScholarDigital Library
- Viégas, F. B., Wattenberg, M., and Dave, K. Studying cooperation and conflict between authors with history flow visualizations. Proceedings of the SIGCHI conference on Human factors in computing systems, ACM (2004). Google ScholarDigital Library
- Weber, S. What is Open Source and why does it work? In The success of Open Source. Harvard University Press, 2005.Google Scholar
- Wenger, E. Communities of practice: learning, meaning, and identity. Cambridge University Press; New Ed edition, 1999.Google Scholar
- Zhu, B. and Chen, H. Communication-Garden System: Visualizing a computer-mediated communication process. Decision Support Systems 45, 4 (2008), 778--794. Google ScholarDigital Library
Index Terms
- Exploring reflection in online communities
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