Abstract
Web is a platform for users to search for information to fulfill their information needs but it is also an ideal platform to express personal opinions and comments. A virtual community is formed when a number of members participate in this kind of communication. Nowadays, teenagers are spending extensive amount of time to communicate with strangers in these virtual communities. At the same time, criminals and terrorists are also taking advantages of these virtual communities to recruit members and identify victims. Many Web forum users may not be aware that their participation in these virtual communities have violated the laws in their countries, for example, downloading pirated software or multimedia contents. Police officers cannot combat against this kind of criminal activities using the traditional approaches. We must rely on computing technologies to analyze and visualize the activities within these virtual communities to identify the suspects and extract the active groups. In this work, we introduce the social network analysis technique and information visualization technique for the Gray Web Forum – forum that may threaten public safety.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Amento, B., Terveen, L., Hill, W.: Does Authority Mean Quality? Predicting Expert Quality Ratings of Web Documents. In: Proceedings of 23rd International ACM SIGIR Conference Research and Development in Information Retrieval, pp. 296–303. ACM Press, New York (2000)
Brin, S., Page, L.: The Anatomy of a Large-Scale Hypertextual Web Search Engine. In: Proceedings of Seventh International World Wide Conference, New York, pp. 107–117 (1998)
Henzinger, M.R.: Hyperlink Analysis for the Web. IEEE Internet Computing, 45–50 (January/February 2001)
Kleinberg, J.: Authorative Sources in a Hyperlinked Environment. In: Proceedings of Ninth Annual ACM-SIAM Symposium on Discrete Algorithms, pp. 668–677. ACM Press, New York (1998)
Otte, E., Rousseau, R.: Social Network Analysis: A Powerful Strategy, also for the Information Sciences. Journal of Information Sciences 29(6), 441–453 (2002)
Page, L., et al.: The PageRank Citation Ranking: Bringing Order to the Web. Standford Digital Library Technologies, Working Paper 1999-0120, Standford University, Palo Alto, CA (1998)
Wang, J., et al.: A Framework for Exploring Gray Web Forums: Analysis of Forum-Based Communities in Taiwan. In: Proceedings of IEEE International Conference on Intelligence and Security Informatics, San Diego, CA, May 2006, pp. 498–503 (2006)
Wasserman, S., Raust, K.: Social Network Analysis. Cambridge University Press, Cambridge (1994)
Wetherell, C., Plakans, A., Wellman, B.: Social Networks, Kinship, and Community in Eater Europe. Journal of Interdisciplinary History 24, 639–663 (1994)
Yang, C.C., Liu, N., Sageman, M.: Analyzing the Terrorist Social Network with Visualization Tools. In: Proceedings of IEEE International Conference on Intelligence and Security Informatics, San Diego, CA, May 2006, pp. 331–342 (2006)
Zhou, Y., et al.: U.S. Domestic Extremist Groups on the Web: Link and Content Analysis. IEEE Intelligent Systems 20(5), 44–51 (2005)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2007 Springer Berlin Heidelberg
About this paper
Cite this paper
Yang, C.C., Ng, T.D., Wang, JH., Wei, CP., Chen, H. (2007). Analyzing and Visualizing Gray Web Forum Structure. In: Yang, C.C., et al. Intelligence and Security Informatics. PAISI 2007. Lecture Notes in Computer Science, vol 4430. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-71549-8_2
Download citation
DOI: https://doi.org/10.1007/978-3-540-71549-8_2
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-71548-1
Online ISBN: 978-3-540-71549-8
eBook Packages: Computer ScienceComputer Science (R0)