Interaction Patterns in Web-based Knowledge Communities: Two-Mode Network Approach

Wouter Vollenbroek, Sjoerd de Vries

2016

Abstract

The importance of web-based knowledge communities (WKCs) in the 'network society' is growing. This trend is seen in many disciplines, like education, government, finance and other profit- and non-profit organisations. There is a need for understanding the development of these online communities in order to steer it and to affect the impact it has. In this research, we aimed to identify interaction patterns in these communities to visualize and understand community developments, and show the relevance of WKCs for the development of learning education. We conducted a content analysis and a network analysis on big social data to identify the patterns in two Facebook-groups which were focused on educational development. Analysis of interaction patterns enabled us to identify three interaction stages within WKCs in educational settings: introduction, evolution and maturity. In the first stage, participants mainly introduce themselves. In the second stage, one shares information and in the final stage, participants are more open to share their opinions. The study shows that our network analysis approach is appropriate to analyse and visualize the development of interaction patterns and the results could help us to steer communities effectively and efficiently.

References

  1. Borgatti, Stephen P, and Halgin, D. S. (2011). Analyzing affiliation networks. In The Sage handbook of social network analysis, pp. 417-433.
  2. Brown, R. E. (2001). The process of community-building in distance learning classes. Journal of Asynchronous Learning Networks, 5(2), pp. 18-35.
  3. Chugh, R. (2015). Do Australian Universities Encourage Tacit Knowledge Transfer? In Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 3(April), pp. 128-135. http://doi.org/ 10.5220/0005585901280135
  4. Grossman, P., Wineburg, S., and Woolworth, S. (2001). Toward a theory of teacher community. The Teachers College Record, 103(6), pp. 942-1012.
  5. Lin, H., Fan, W., Wallace, L., and Zhang, Z. (2007). An empirical study of web-based knowledge community success. In System Sciences, 2007. HICSS 2007. 40th Annual Hawaii International Conference.
  6. Monge, P., and Contractor, N. (2003). Theories of Communication Networks. New York: Oxford Press.
  7. Naaman, M., Boase, J., and Lai, C. (2010). Is it really about me?: message content in social awareness streams. In 2010 ACM conference on Computer supported cooperative work.
  8. Newman, M. E. J. (2006). Modularity and community structure in networks. Proceedings of the National Academy of Sciences, 103(23), pp. 8577-8582.
  9. Sheng, J. and Yao, J. (2004). Teacher's Professional Development in Psychological Perspective. Journal of Beijing Normal University (Social Science Edition), 1, 005.
  10. Tseng, F. C., and Kuo, F. Y. (2014). A study of social participation and knowledge sharing in the teachers' online professional community of practice. Computers and Education, 72, pp, 37-47.
  11. Vollenbroek, W., Jagersberg, K, Vries, S, and Constantinides, E. (2014). Learning Education: An “Educational Big Data”approach for monitoring, steering and assessment of the process of continuous improvement of education. In European Conference in the Applications of Enabling Technologies.
  12. Windahl, S. and Rosengren, K. E. (1978). Newsmen's professionalization: Some methodological problems. Journalism and Mass Communication Quarterly, 55(3), pp. 466.
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Paper Citation


in Harvard Style

Vollenbroek W. and de Vries S. (2016). Interaction Patterns in Web-based Knowledge Communities: Two-Mode Network Approach . In Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 3: KMIS, (IC3K 2016) ISBN 978-989-758-203-5, pages 100-107. DOI: 10.5220/0006035701000107


in Bibtex Style

@conference{kmis16,
author={Wouter Vollenbroek and Sjoerd de Vries},
title={Interaction Patterns in Web-based Knowledge Communities: Two-Mode Network Approach},
booktitle={Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 3: KMIS, (IC3K 2016)},
year={2016},
pages={100-107},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006035701000107},
isbn={978-989-758-203-5},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - Volume 3: KMIS, (IC3K 2016)
TI - Interaction Patterns in Web-based Knowledge Communities: Two-Mode Network Approach
SN - 978-989-758-203-5
AU - Vollenbroek W.
AU - de Vries S.
PY - 2016
SP - 100
EP - 107
DO - 10.5220/0006035701000107