ABSTRACT
Who we learn from, where and when is dramatically affected by the reach of the Internet. From learning for formal education to learning for pleasure, we look to the web early and often for our data and knowledge needs, but also for places and spaces where we can collaborate, contribute to, and create learning and knowledge communities. Based on the keynote presentation given at the first Learning Analytics and Knowledge Conference held in 2011 in Banff, Alberta, this paper explores a social network perspective on learning with reference to social network principles and studies by the author. The paper explores the ways a social network perspective can be used to examine learning, with attention to the structure and dynamics of online learning networks, and emerging configurations such as online crowds and communities.
- Bakharia, A. & Dawson, S. 2011. SNAPP: A bird's-eye view of temporal participant interaction. Paper presented at the Learning Analytics and Knowledge Conference, Banff, Alta. Google ScholarDigital Library
- Bollen, J., Van de Sompel, H,. Hagberg, A., Bettencourt, L., Chute, R., Rodriguez, M. A., & Balakireva, L. 2009. Clickstream data yields high-resolution maps of science. PLoS ONE, 43: e4803. doi:10.1371/journal.pone.0004803.Google ScholarCross Ref
- Borgatti, S. T., Mehra, A., Brass, D., & Labianca, G. 2009. Network analysis in the social sciences. Science, 323, 892--895.Google ScholarCross Ref
- Bruffee, K. A. 1993. Collaborative Learning: Higher Education, Interdependence, and the Authority of Knowledge. Baltimore: John Hopkins University Press.Google Scholar
- Budhathoki, N. R. 2010. Participants' Motivations to Contribute Geographic Information in an Online Community. Unpublished doctoral dissertation, University of Illinois at Urbana-Champaign, Champaign, IL.Google Scholar
- Burt, R. 1992. Structural Holes: The Social Structure of Competition. Cambridge: Harvard University Press.Google ScholarCross Ref
- Carrington, P. J., Scott, J. & Wasserman, S. Eds.2005. Models and methods in social network analysis. Cambridge: Cambridge University Press.Google Scholar
- Clark, H. H. & Brennan, S. E. 1991. Grounding in communication. In L. B. Resnick, J. M. Levine, & S. D. Teasley Eds., Perspectives on socially shared cognition pp. 127--149. Washington, D. C.: American Psychological Association.Google Scholar
- Daly, A. J. Ed. 2010. Social network theory and educational change. Harvard Education Press.Google Scholar
- Engeström, Y. & Middleton, D. 1996. Cognition and communication at work. Cambridge: Cambridge University Press.Google Scholar
- Haythornthwaite, C. 2000. Online personal networks: Size, composition and media use among distance learners. New Media and Society, 2, 2, 195--226.Google ScholarCross Ref
- Haythornthwaite, C. 2002a. Strong, weak and latent ties and the impact of new media. The Information Society, 18, 5, 385--401.Google ScholarCross Ref
- Haythornthwaite, C. 2002b. Building social networks via computer networks: Creating and sustaining distributed learning communities. In K. A. Renninger & W. Shumar, Building virtual communities: Learning and change in cyberspace pp.159--190. Cambridge, UK: Cambridge University Press.Google Scholar
- Haythornthwaite, C. 2005. Social networks and Internet connectivity effects. Information, Communication and Society, 8, 2: 125--147.Google ScholarCross Ref
- Haythornthwaite, C. 2006. Learning and knowledge exchanges in interdisciplinary collaborations. Journal of the American Society for Information Science and Technology, 57, 8, 1079--1092. Google ScholarDigital Library
- Haythornthwaite, C. 2008. Learning relations and networks in web-based communities. International Journal of Web Based Communities, 4, 2, 140--158. Google ScholarDigital Library
- Haythornthwaite, C. 2009. Crowds and communities: Light and heavyweight models of peer production. Proceedings of the 42nd Hawaii International Conference on System Sciences. Los Alamitos, CA: IEEE Computer Society. http//hdl.handle.net/2142/9457. Google ScholarDigital Library
- Haythornthwaite, C. 2010. Social networks and information transfer. In M. J. Bates & M. N. Maack Eds., Encyclopedia of Library and Information Sciences, third edition, 1, 1, 4837--4847. NY: Taylor & Francis.Google Scholar
- Haythornthwaite, C. 2011. Online knowledge crowds and communities. In Knowledge Communities. Reno, NV: Center for Basque Studies. http://hdl.handle.net/2142/14198.Google Scholar
- Haythornthwaite, C. & de Laat, M. in press. Social network informed design for learning with educational technology. In A. D. Olofsson & J. O. Lindberg, Eds.. Informed Design of Educational Technologies in Higher Education: Enhanced Learning and Teaching. IGI Global.Google Scholar
- Hollingshead, A. B., Fulk, J., & Monge, P. 2002. Fostering intranet knowledge sharing: An integration of transactive memory and public goods approaches. In P. Hinds & S. Kiesler Eds., Distributed work: New research on working across distance using technology pp. 335--355. Cambridge, MA: MIT Press.Google Scholar
- Lima, M. forthcoming. Visual complexity: Mapping patterns of information. NY: Princeton Architectural Press.Google Scholar
- Lin, N. 2008. A network theory of social capital. In Dario Castiglione, Jan W. van Deth & Guglielmo Wolleb Eds. The Handbook of Social Capital pp. 50--59. Oxford: Oxford University Press.Google Scholar
- Luff, P., Hindmarsh, J. & Heath, C. 2000. Workplace Studies: Recovering Work Practice and Informing System Design. Cambridge, UK: Cambridge Univ. PressGoogle ScholarCross Ref
- Montague, R-A. 2006. Riding the Waves: A Case Study of Learners and Leaders in Library and Information Science Education. Unpublished doctoral dissertation. University of Illinois at Urbana-Champaign, Champaign, IL.Google Scholar
- Preston, C. J. 2008. 'Braided learning: an emerging process observed in e-communities of practice', International Journal of Web Based Communities, 4, 2, 220--243. Google ScholarDigital Library
- Putnam, R. D. 2000. Bowling Alone: The Collapse and Revival of American Community. NY: Simon & Schuster.Google Scholar
- Scott, J., & Carrington, P. Eds.. 2010. Handbook of social network analysis. London: Sage.Google Scholar
- Trier, M. 2007. Virtual knowledge communities - IT-supported visualization and analysis. Verlag. Google ScholarDigital Library
- Wasserman, S. & Faust, K. 1994. Social network analysis. Cambridge, MA: Cambridge University Press.Google Scholar
- Wegner, D. 1987. Transactive memory: a contemporary analysis of the group mind. In B. Mullen & G. Goethals Eds., Theories of Group Behavior pp. 185--208. New York: Springer-Verlag.Google Scholar
Index Terms
- Learning networks, crowds and communities
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