Detecting opinion leaders and trends in online social networks

International Conference on Information and Knowledge Management, Proceedings

Volumn , Issue , 2009, Pages 65-68

  Bodendorf, Freimut ^a   Kaiser, Carolin ^a  

^a UNIVERSITY OF ERLANGEN NUREMBERG   (Germany)

Author keywords

Leaders; Opinion mining; Social network analysis; Trends

Indexed keywords

NEW APPROACHES; ONLINE SOCIAL NETWORKS; OPINION FORMATION; OPINION LEADERS; OPINION MINING; PERSONAL EXPERIENCE; SALES ORGANIZATION; SOCIAL NETWORK ANALYSIS; TEXT MINING; WEB 2.0;

ELECTRIC NETWORK ANALYSIS; INFORMATION RETRIEVAL; KNOWLEDGE MANAGEMENT; SOCIAL NETWORKING (ONLINE);

WORLD WIDE WEB;

EID: 74049148800     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1651437.1651448     Document Type: Conference Paper

References (18)

1. Bamberg, G., Baur, F., and Rapp, M. 2007 Statistik, Oldenburg Verlag, München.
2. Chang, C. L., Chen, D. Y., and Chuang, T. R., 2002 Browsing Newsgroups with a Social Network Analyzer, in: Proceedings of the Sixth International Conference on Information Visualization, London.
3. Cortes, C.; Vapnik, V. N. 1995 Support Vector Networks, In Machine Learning, Vol. 20 (1995), 273-297.
4. Dave, K., Lawrence, S., and Pennock, D. M. 2003 Mining the Peanut Gallery: Opinion Extraction and Semantic Classification of Product Reviews, In Proceedings of the Twelfth International Conference on World Wide Web, ACM Press, Budapest, 519-528.
5. Gomez, V., Kaltenbrunner, A., and Lopez, V. 2008 Statistical Analysis of the Social Network and Discussion Threads in Slashdot, In Proceedings of the International World Wide Web Conference, ACM Press, Beijing.
6. Goyal A, Bonchi F., and Lakshmanan L.V. 2008 Discovering leaders from community actions. In Proceedings of the International Conference on Information and Knowledge Management, Napa Valley, ACM:
7. Java A., Kolari P., Finin T., Oates T. 2006 Modeling the spread of influence on the blogosphere, In Proceedings of the 15th International Conference on WWW, Edinburgh.
8. Kao, A.; Poteet, S. 2007 Overview, In Kao, A.; Poteet, S. R. (eds.), Natural Language Processing and Text Mining, Springer Verlag, London, 1-7.
9. Liu, B. Hu, M., Cheng, J. 2005 Opinion Observer: Analyzing and Comparing Opinions on the Web. In Proceedings of the 14th international conference on WWW, ACM Press, New York, 342-351.
10. Popescu, A. M., Etzioni, O. 2007 Extracting Product Features and Opinions from Reviews. In: A. Kao und S. R. Poteet (Eds.): Natural Language Processing and Text Mining, Springer Verlag, London, 9-28.
11. Pang, P, Lee, L, and Vaithyanathan, S. 2002 Thumps up? Sentiment Classification using Machine Learning Techniques, Proceedings of the Conference on Empirical Methods in Natural Language Processing, ACM, 79-86.
12. Randic, M., On Characterization of Molecular Branching, In Journal of the American Chemical Society, vol. 97, 1975, 6609-6615.
13. Rogers, E: M. 2003 Diffusion of Innovations. Free Press, New York.
14. Scott, J. 2007 Social Network Analysis, a Handbook, Sage Publications, London.
15. Song X., Chi Y., Hino K., Tseng B.L 2007 Identifying opinion leaders in the blogosphere. In Proceedings of 16th ACM Conference on Information and Knowledge Management, Lisboa, 971-974.
16. Wassermann, S.; Faust, K. 1999Social Network Analysis - Methods and Applications. Cambridge University Press, Cambridge,.
17. Weiss, S. M.; Indurkhya, N.; Zhang, T.; Damerau, F. J.: Text Mining - Predictive Methods for Analyzing Unstructured Information, Springer Verlag, New York 2005.
18. Welser, H. T.; Gleave, E.; Fisher, D.; Smith, M., Visualizing the Signatures of Social Roles in Online Discussion Groups, in: Journal of Social Structure, Vol. 8, 2007.