Web analytics for security informatics

Proceedings - 2011 European Intelligence and Security Informatics Conference, EISIC 2011

Volumn , Issue , 2011, Pages 214-219

  Glass, Kristin ^a   Colbaugh, Richard ^b  

^a NEW MEXICO INSTITUTE OF MINING AND TECHNOLOGY   (United States)

^b SANDIA NATIONAL LABORATORIES   (United States)

Author keywords

Network analysis; Predictive analysis; Security informatics; Supervised unsupervised learning; Text analysis; Web analysis

Indexed keywords

PREDICTIVE ANALYSIS; SECURITY INFORMATICS; SUPERVISED/UNSUPERVISED LEARNING; TEXT ANALYSIS; WEB ANALYSIS;

ELECTRIC NETWORK ANALYSIS; INFORMATION SCIENCE;

SECURITY OF DATA;

EID: 81255172365     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EISIC.2011.66     Document Type: Conference Paper

References (35)

1. Chen, H. et al. (Eds.), Terrorism Informatics, Springer, Berlin, 2008.
2. US Committee on Homeland Security and Government Affairs, Violent Extremism, the Internet, and the Homegrown Terrorism Threat, 2008.
3. Bergin, A. et al., "Countering Internet Radicalization in Southeast Asia", ASPI Special Report, March 2009.
4. Proc. 2010 IEEE Int. Conf. on Intelligence and Security Informatics, Vancouver, Canada, May 2010.
5. Colbaugh, R. and K. Glass, "Detecting emerging topics and trends via predictive analysis of 'meme' dynamics", Proc. 2011 AAAI Spring Symposium Series, Palo Alto, CA, March 2011.
6. Chen, H. et al., "Uncovering the Dark Web: A case study of jihad on the Web", J. American Society for Information Science and Technology, Vol. 59, pp. 1347-1359, 2008.
7. Friedland, J. and K. Rogerson, "Literature review: How political and social movements form on the Internet and how they change over time", Institute for Homeland Security Solutions Report, November 2009.
8. Yang, C. and T. Ng, "Analyzing content development and visualizating social interactions in Web forums", Proc. 2008 IEEE Int. Conf. on Intelligence and Security Informatics, Taipei, Taiwan, June 2008.
9. Al-Zaidy, R. et al., "Towards discovering criminal communities from textual data", Proc. ACM SAC'11, Taiwan, March 2011.
10. Glance, N. et al., "Deriving marketing intelligence from online discussion", Proc. 11th ACM Int. Conf. on Knowledge Discovery and Data Mining, Chicago, August 2005.
11. Kaplan, A. and M. Haenlein, "Users of the world, unite! The challenges and opportunities of social media", Business Horizons, Vol. 53, pp. 59-68, 2010.
12. http://www.nielsen.com, accessed January 2010.
13. http://www.buzzlogic.com, accessed January 2010.
14. Colbaugh, R. and K. Glass, "Early warning analysis for social diffusion events", Proc. 2010 IEEE Int.Conf. on Intelligence and Security Informatics, Vancouver, Canada, May 2010.
15. Ackley, D. et al., "CACTUS: A Web crawling and indexing tool", ICASA Technical Report, New Mexico Institute of Mining and Technology, June 2009.
16. Ackley, D. et al., "JNetDiscovery: A scalable Java toolset for discovery problems", ICASA Technical Report, New Mexico Institute of Mining and Technology, June 2009.
17. Colbaugh, R., et al., "Some intelligence analysis problems and their graph formulations", J. of Intelligence Community Research and Development, Paper 315, Permanently available on Intelink, June 2010.
18. Colbaugh, R. and K. Glass, "Predictive analysis for social processes I: Multi-scale hybrid system modeling, and II: Predictability and warning analysis", Proc. 2009 IEEE Multi-Conference on Systems and Control, Saint Petersburg, Russia, July 2009.
19. Colbaugh, R. et al., "Predictability of 'unpredictable' cultural markets", Proc. 105th Annual Meeting of the American Sociological Association, Atlanta, GA, August 2010.
20. Becker, H. et al., "Learning similarity metrics for event identification in social media", Proc. ACM Int.Conf.on Web Search and Data Mining, New York, February 2010.
21. Newman, M., "Modularity and community structure in networks", Proc. National Academy of Sciences USA, Vol. 103, pp. 8577-8582, 2006. (Pubitemid 43878062)
22. Kolda, T. and B. Bader, "Tensor decompositions and their applications", SIAM Review, Vol. 51, pp. 455-500, 2009.
23. Hastie, T. et al., The Elements of Statistical Learning, Second Edition, Springer, New York, 2009.
24. Glass, K. et al., "Automatically identifying the sources of large Internet events", Proc. 2010 IEEE Int. Conf. on Intelligence and Security Informatics, Vancouver, Canada, May 2010.
25. Benford, R. and D. Snow, "Framing processes and social movements: An overview and assessment", Annual Reviews of Sociology, Vol. 26, pp. 611-639, 2000.
26. Colbaugh, R. et al., "Transnational Islamic activism and radicalization: Patterns, trends, and predictions", Sandia National Laboratories Report SAND2009-0325, August 2010.
27. http://www.cs.cmu.edu/~enron/, accessed January 2009.
28. Glass, K. and R. Colbaugh, "Estimating the sentiment of social media content for security informatics applications", Proc. 2011 IEEE Int. Conf. on Intelligence and Security Informatics, Beijing, China, July 2011.
29. http://www.nature.com/news/2004/040602/full/news040531-1.html, accessed January 2011.
30. Bakshy, E. et al., "Everyone's an influencer: Quantifying influence on Twitter", Proc. WSDM '11, Hong Kong, China, February 2011.
31. Pang, B. and L. Lee, "Opinion mining and sentiment analysis", Foundations and Trends in Information Retrieval, Vol. 2, pp. 1-135, 2008.
32. Carmi, S. et al., "A model of Internet topology using the k-shell decomposition", Proc. National Academy of Sciences USA, Vol. 104, pp. 11150-11154, 2007. (Pubitemid 47175109)
33. Sato, Y. et al., "Chaos in learning a simple two-person game", Proc. National Academy of Sciences USA, Vol. 99, pp. 4748-4751, 2002. (Pubitemid 34286056)
34. Colbaugh, R. and K. Glass, "Proactive defense for evolving cyber threats", Proc. 2011 IEEE Int. Conf. on Intelligence and Security Informatics, Beijing, China, July 2011.
35. Leskovec, J. et al., "Meme-tracking and the dynamics of the news cycle", Proc. 15th ACM Int. Conf. on Knowledge Discovery and Data Mining, Paris, France, June 2009.