Article

A social hypertext model for finding community in blogs

Authors:

Mark ChignellAuthors Info & Claims

HYPERTEXT '06: Proceedings of the seventeenth conference on Hypertext and hypermedia

Pages 11 - 22

https://doi.org/10.1145/1149941.1149945

Published: 22 August 2006 Publication History

Abstract

Blogging has become the newest communication medium for creating a virtual community, a set of blogs linking back and forth to one another's postings, while discussing common topics. In this paper, we examine how communities can be discovered through interconnected blogs as a form of social hypertext [14]. We propose a method and model that detects structures of community in the social network of blogs by integrating McMillan and Chavis' sense of community [26] along with network analysis [8, 11]. From the model, we measure community in the blogs by aligning centrality measures from social network analysis [17] with measures of sense of community obtained using behavioural surveys. We then illustrate the use of this approach with a case study built around an independent music blog. The strength of community measures were found to be well aligned with the network structure, based on centrality measures. Even though the sample size from the case study was small, once the structure and measure of communities are calibrated according to our social hypertext model, communities can be automatically found and measured for other blogs without the need for behavioural surveys.

References

[1]

Allen, J. and Dillman, D. Against all Odds: Rural Community in the Information Age. Westview Press, Boulder, CO, 1994.

[2]

Chin, A. and Chignell, M. Finding Evidence of Community from Blogging Co-citations: A Social Network Analytic Approach. In Proceedings of 3rd IADIS International Conference Web Based Communities 2006 (WBC06) (San Sebastian, Spain, Feb. 26-28, 2006), 2006, 191--200.

[3]

Blanchard, A. The effects of dispersed virtual communities on face-to-face social capital. In M. Huysman & V. Wulf (Eds), Social capital and information technology. MIT Press, Cambridge, USA, 2003.

[4]

Blanchard, A. Blogs as Virtual Communities: Identifying a Sense of Community in the Julie/Julia Project. Into the Blogosphere: Rhetoric, Community and Culture. http://blog.lib.umn.edu/blogosphere, 2004.

[5]

Blanchard, A. and Markus, M. The Experienced "Sense" of a Virtual Community: Characteristics and Processes. The DATA BASE for Advances in Information Systems, 35, 1, 2004.

Digital Library

[6]

Borgatti, S. P. et al., Ucinet for Windows: Software for Social Network Analysis. Analytic Technologies, Harvard, USA, 2002.

[7]

Burroughs, S. M., and Eby, L. T. Psychological sense of community at work: An explanatory framework. Journal of Community Psychology, 26 (1998), 509--532.

[8]

Burt, R.S., and M. Minor, Applied Network Analysis: A Methodological Introduction, Newbury Park: Sage, 1983

[9]

Chavis, D. Sense of Community Index. Association for the Study and Development of Community, http://www.capablecommunity.com/pubs/SCIndex.PDF.

[10]

Chavis, D. and Wandersman, A. Sense of community in the urban environment: A catalyst for participation and community development. American Journal of Community Psychology, Vol. 18, No. 1 (Feb 1990), 55--81.

[11]

de Nooy, W. et al. Exploratory Social Network Analysis with Pajek. Cambridge University Press, New York, USA, 2005.

Digital Library

[12]

Efimova, L. and Hendrick, S. In Search for a Virtual Settlement: An Exploration of Weblog Community Boundaries. https://doc.telin.nl/dscgi/ds.py/Get/File-46041/weblog_community_boundaries.pdf, 2005.

[13]

Efimova, L. et al. Finding "the life between buildings": An approach for defining a weblog community, AOIR Internet Research 6.0: Internet Generations, Chicago, 2005.

[14]

Erickson, T. WWW as Social Hypertext. Communications of the ACM, Vol. 39, No. 1 (January 1996), 15--17.

Digital Library

[15]

Fisher, D. Using Egocentric Networks to Understand Communication. IEEE Internet Computing, Vol. 9, No. 5 (2005), 20--28.

Digital Library

[16]

Flake, G. et al. Self-Organization and Identification of Web Communities. IEEE Computer, Vol. 35, No. 3 (2002), 66--71.

Digital Library

[17]

Freeman, L. C. Centrality in Social Networks: Conceptual Clarification. Social Networks 1: 1978/79, 215--239.

[18]

Herring, S.C. et al. Conversations in the Blogosphere: An Analysis "From the Bottom Up". In Proceedings of the Thirty-Eighth Hawai'i International Conference on System Sciences. Los Alamitos, USA, 2005, 107--118.

Digital Library

[19]

Jones, Q. Virtual-communities, virtual settlements and cyber-archaeology: A theoretical outline. Journal of Computer Supported Cooperative Work, Vol. 3, No. 3, 1997.

[20]

Kim, A. J. Community Building on the Web: Secret Strategies for Successful Online Communities. Peachpit Press, Berkeley, CA, 2000.

Digital Library

[21]

Kumar, R. et al. On the Bursty Evolution of Blogspace. In Proceedings of the 12th International Conference on World Wide Web, New York, USA, 2003, 568--576.

Digital Library

[22]

Kumar, R. et al. Trawling the Web for emerging cyber-communities. Computer Networks. Amsterdam, Netherlands, 1999.

Digital Library

[23]

Kleinberg, J. Authoritative sources in a hyperlinked environment. In Proc. 9th ACM-SIAM Symposium on Discrete Algorithms, 1998.

Digital Library

[24]

Lanphear, B.P. et. al. Community Characteristics Associated With Elevated Blood Lead Levels in Children. Pediatrics, Vol. 101, No. 2, 264--271, 1998.

[25]

Maclaran, P. and Catterall, M. Researching the Social Web: Marketing Information from Virtual Communities. Marketing Intelligence and Planning, Vol. 20, No. 6, 319--326, 2002.

[26]

McMillan, D. W. and Chavis, D. M. Sense of community: A definition and theory. Journal of Community Psychology, Vol. 14, No. 1 (1986), 6--23.

[27]

Merelo-Guervos et al. Mapping weblog communities. http://arxiv.org/pdf/cs.NE/0312047, 2004.

[28]

Nardi, B.A. et al. Why we blog. In Communications of the ACM, Vol. 47, No. 12, 2004, 41--46.

Digital Library

[29]

Rheingold, H. The virtual community: Homesteading on the electronic frontier. Addison-Wesley, Toronto, Canada, 1993.

Digital Library

[30]

Ten Thij, E. et. al. Success Factors of (Dutch) Online Dance Communities: A Validation of Website Features For Social Interaction. In Proceedings of 3rd IADIS International Conference Web Based Communities 2006 (WBC06) (San Sebastian, Spain, Feb. 26-28, 2006), 2006, 201--210.

[31]

Tonnies, F. Community and Society. Courier Dover Publications, United Kingdom, 2002.

[32]

Tyler, J. R. et. al. E-Mail as Spectroscopy: Automated Discovery of Community Structure within Organizations. The Information Society, Vol. 21, No. 2, 2005, 143--153.

[33]

Valdez, F. and Chignell, M. Browsing Models for Hypermedia Databases. In Proceedings of the Human Factors Society, 32nd Annual Meeting, Santa Monica, CA, 1988, 196--200.

[34]

Wei, C. Formation of norms in a blog community. Into the Blogosphere: Rhetoric, Community and Culture of Weblogs, University of Minnesota, Minnesota, USA, 2004.

[35]

Wellman, B. Computer networks as social networks. Science, 293, 5537 (September 2001), 2031--2034.

[36]

Wellman, B. and Guilia, M. Net Surfers don't ride alone: Virtual communities as communities. In B. Wellman (Ed.), Networks in the global village: Life in contemporary communities, Westview Press, Boulder, USA, 1999.

[37]

Wellman, B. Networks in the Global Village: Life in Contemporary Communities. Westview Press, Boulder, CO, 1999.

[38]

Wikipedia. Blogs. http://en.wikipedia.org/wiki/Blogs, 2006.

[39]

Wikipedia. Community. http://en.wikipedia.org/wiki/Community, 2006.

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A social hypertext model for finding community in blogs

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cover image ACM Conferences

HYPERTEXT '06: Proceedings of the seventeenth conference on Hypertext and hypermedia

August 2006

178 pages

ISBN:1595934170

DOI:10.1145/1149941

General Chair:
Uffe K. Wiil
University of Southern Denmark
,
Program Chairs:
Peter J. Nürnberg
Aalborg University Esbjerg, Denmark
,
Jessica Rubart
Sagem Orga, Germany

Copyright © 2006 ACM.

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Published: 22 August 2006

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HT06: 17th Conference on Hypertext and Hypermedia

August 22 - 25, 2006

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