Web science 2.0: Identifying trends through semantic social network analysis

Proceedings - 12th IEEE International Conference on Computational Science and Engineering, CSE 2009

Volumn 4, Issue , 2009, Pages 215-222

  Gloor, Peter A ^a   Krauss, Jonas ^b   Nann, Stefan ^b   Fischbach, Kai ^c   Schoder, Detlef ^c  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^b UNIVERSITY OF APPLIED SCIENCES AND ARTS NORTHWESTERN SWITZERLAND   (Switzerland)

^c UNIVERSITY OF COLOGNE   (Germany)

Author keywords

Semantic social network analysis; Social network analysis; Trend prediction; Web mining

Indexed keywords

BETWEENNESS; CENTRALITY MEASURES; INFORMATION FILTERING; LONG-TERM TREND; ONLINE FORUMS; PRESIDENTIAL ELECTION; SENTIMENT ANALYSIS; SHARE PRICE; SOCIAL NETWORK ANALYSIS; SOCIAL NETWORKS; SOFTWARE SYSTEMS; TREND PREDICTION; WEB MINING; WEB SCIENCE;

COMPUTER SCIENCE; ELECTRIC NETWORK ANALYSIS; MINING; SEMANTIC WEB; SEMANTICS;

BEHAVIORAL RESEARCH;

EID: 70849121926     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CSE.2009.186     Document Type: Conference Paper

References (25)

1. Adar, E., Zhang, L., Adamic, L., Lukose, R. (2004) Implicit Structure and the Dynamics of Blogspace: Workshop on the Weblogging Ecosystem, 13th International World Wide Web Conference.
2. Al Hasan, M., Chaoji, V., Salem, S., & Mohammed Z. (2006) Link Prediction using Supervised Learning: Proc 2006 Workshop on Link Analysis, Counterterrorism and Security.
3. Antweiler, W., Frank, M. (2004) "Is All That Talk Just Noise? The Information Content of Internet Stock Message Boards", The Journal of Finance. Vol. LIX, No. 3.
4. Barabasi, L. (2003) Linked: How Everything Is Connected to Everything Else and What It Means. Plume.
5. Brin, S., Page, L. (1998) The anatomy of a large-scale hypertextual Web search engine, In Proceedings of the Seventh International World Wide Web Conference, Brisbane, Australia: Elsevier.
6. Chakrabarti, S., Joshi, M., Kunal, P., Pennok, D. (2002) The Structure of Broad Topics on the Web.Proc, WWW 2002, Hawaii.
7. Das, S. R., Chen, M. Y. (2007) Yahoo! for Amazon: Sentiment Extraction from Small Talk on the Web, Management Science Vol. 53 Issue 9: p 1375-1388.
8. De Choudhury, M., Sundaram, H., John, A., Seligmann, D. (2008) Can Blog Communication Dynamics be correlated with Stock Market Activity? Hypertext 2008, Pittsburg: PA - 19 to 21.
9. Dodge, M., Kitchin, R. (2002) Atlas of Cyberspace, Pearson Education.
10. Dodge, M. Kitchin, R. (2000) Mapping Cyberspace, Routledge.
11. Fruchterman, T. M. J., Reingold, E. M. (1991). Graph Drawing by Force-Directed Placement. Software: Practice and Experience, 21(11).
12. Gloor, P., Zhao, Y., (2006) Analyzing Actors and Their Discussion Topics by Semantic Social Network Analysis, Proceedings of 10th IEEE International Conference on Information Visualisation IV06 (London, UK, 5-7 July 2006).
13. Gloor, P., Zhao, Y. (2004) TeCFlow - A Temporal Communication Flow Visualizer for Social Networks Analysis, ACM CSCW Workshop on Social Networks (ACM CSCW Conference, Chicago, 6. Nov. 2004).
14. Jones, A. L. (2006) Have internet message boards changed market behavior?, info, Vol. 8 No. 5 2006, pp. 67-76.
15. Kleinberg, J. (2008) The Convergence of Social and Technological Networks, Communications of the ACM, Vol. 51 No. 11 November 2008, pp. 66-72.
16. Matsuzawa, H.; Fukuda, T. (2000). "Mining Structured Association Patterns from Databases, " Proceedings of the 4th Pacific and Asia International Conference on Knowledge Discovery and Data Mining (2000), pp. 233-244.
17. Nasukawa, T., Morohashi, M., Nagano, T. (1999) Customer claim mining: Discovering knowledge in vast amounts of textual data. Technical report, IBM Research, Japan, 1999.
18. Richardson, M., Domingos, P. (2002) Mining Knowledge Sharing Sites for Viral Marketing, Proc. ACM SIGKDD, 2002.
19. Salton, G., Buckley, C. (1988). Term-weighting approaches in automatic text retrieval. Information Processing & Management 24 (5): 513-523.
20. Tapscott, D.; Williams, A. D. (2006), Wikinomics: How Mass Collaboration Changes Everything, Portfolio Hardcover, New York, 2006.
21. Tetlock, P. (2007) Giving content to investor sentiment: The role of media in the stock market, Journal of Finance, Forthcoming.
22. Tumarkin, R., Whitelaw, R. F. (2001) "News or Noise?": Internet Message Board Activity on Stock Prices, Financial Analysts Journal, 57: pp. 41-51.
23. Wasserman, S., Faust, K. (1994) Social Network Analysis, Cambridge University Press.
24. Wysocki, P. D. (1999) "Cheap Talk on the Web: Determinants of Posting on Stock Message Boards". University of Michigan: Working Paper, November 1999.
25. Zitzewitz, E. Wolfers, J. (2004) "Prediction Markets", JournalofEconomicPerspectives, Winter 2004.