Using social network to predict the behavior of active members of online communities

Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009

Volumn , Issue , 2009, Pages 119-124

  Žiberna, Aleš ^a   Vehovar, Vasja ^a  

^a UNIVERSITY OF LJUBLJANA   (Slovenia)

Author keywords

Online comunities; Predictions; Recomender systems; Social netowrks; Web forums

Indexed keywords

ONLINE COMUNITIES; PREDICTIONS; RECOMENDER SYSTEMS; SOCIAL NETOWRKS; WEB FORUMS;

ELECTRIC NETWORK ANALYSIS; FORECASTING;

ONLINE SYSTEMS;

EID: 70349808034     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ASONAM.2009.24     Document Type: Conference Paper

References (15)

1. Žiberna, A., and V. Vehovar, "Using indirect information for measuring social ties in communication networks: The case of online communities", unpublished.
2. Adomavicius, G. and A. Tuzhilin, "Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions", IEEE Transactions on Knowledge and Data Engineering, Vol.17, No.6, pp. 734-749, Jun., 2005. (Pubitemid 40860454)
3. Herring, S. C., "Computer-Mediated Communication on the Internet", Annual Review of Information Science and Technology, Vol.36, No.1, pp. 109-168, 2002.
4. Sack, W.,. "Conversation Map: An Interface for Very Large-Scale Conversations". Journal of Management Information Systems, Vol.17, No.3, p.p. 73-92, 2001.
5. Nolker, R.D. and Zhou, L., "Social computing and weighting to identify member roles in online communities", Web Intelligence, 2005. Proceedings. The 2005 EEE/WIC/ACM International Conference on Web Intelligence, 19-22 Sept. 2005, pp. 87-93. (Pubitemid 44419031)
6. Yee, J., R.F. Mills, G.L. Peterson, and S.E. Bartczak, "Automatic Generation of Social Network Data from Electronic-Mail Communications". Available at: http://citeseer.ist.psu.edu/yee05automatic.html, accessed 11.8.2007, 2005.
7. Adamic, L.A. and E. Adar, "Friends and neighbors on the Web". Social Networks, Vol.25, No.2, p.p. 211-230, 2003
8. Chin, A. and M. Chignell, "Identifying Communities in Blogs: Roles for Social Network Analysis and Survey Instruments". International Journal of Web Based Communities, Inderscience Publishers, Vol.3, No.3, pp. 343-365, 2007. (Pubitemid 47073959)
9. Lewis, K., J. Kaufman, M. Gonzalez, A. Wimmer, and N. Christakis, "Tastes, ties, and time: A new social network dataset using Facebook.com". Social networks, Vol.30, No.4, p.p. 330-342, 2008.
10. Howison, J., K. Inoue, and K. Crowston, "Social dynamics of free and open source team communications", Proceedings of the IFIP 2nd International Conference on Open Source Software, Lake Como, Italy. Available at: http://floss.syr.edu/publications/howison-dynamic-sua-intoss-ifip-short.pdf (23.5.20071. 2006. (Pubitemid 44539432)
11. Wiggins, A., J. Howison, and K. Crowston, "Social dynamics of FLOSS team communication across channels". Proceedings of the Fourth International Conference on Open Source Software (IFIP 2.13), Milan, Italy, 2008, Available at: http://floss.syr.edu/publications/DSNAWigginsIFIP.pdf (20.4.2009).
12. Konstan, J.A., B.N. Miller, D. Maltz, J.L. Herlocker, L.R. Gordon, and J. Riedl, "GroupLens: Applying Collaborative Filtering to Usenet News", Communications of the ACM, Vol.40, No.3, pp. 77-87, Mar., 1997.
13. Linden, G., B. Smith, and J. York, "Amazon.com recommendations: item-to-item collaborative filtering", IEEE Internet Computing, Vol.7, No.1, 76-80, Jan/Feb., 2003.
14. Tuulos, V. and H. Tirri, "Combining Topic Models and Social Networks for Chat Data Mining", Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence, pp. 206-213, 2004.
15. Abbasi, A., H. Chen, S. Thomas, and T. Fu, "Affect Analysis of Web Forums and Blogs Using Correlation Ensembles", IEEE Transactions on Knowledge and Data Engineering, Vol.20, No.9, Sep. 2008.