Discovery of email communication networks from the enron corpus with a genetic algorithm using social network analysis

2009 IEEE Congress on Evolutionary Computation, CEC 2009

Volumn , Issue , 2009, Pages 3256-3263

  Wilson, Garnett ^a   Banzhaf, Wolfgang ^a  

^a MEMORIAL UNIVERSITY OF NEWFOUNDLAND   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

DATA SETS; EMAIL COMMUNICATION; ENRON CORPUS; HIGH ACTIVITY; ISOLATED NETWORKS; KEY ACTORS; LEGAL INVESTIGATION; QUALITATIVE ANALYSIS; QUANTITATIVE ANALYSIS; REGULATORY COMMISSION; SOCIAL NETWORK ANALYSIS; SOCIAL NETWORKS;

BEHAVIORAL RESEARCH; ELECTRIC NETWORK ANALYSIS; ELECTRONIC MAIL; GENETIC ALGORITHMS;

QUALITY CONTROL;

EID: 70449983750     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2009.4983357     Document Type: Conference Paper

References (20)

1. B. McLean and P. Elkind, The Smartest Guys in the Room: The Amazing Rise and Scandalous Fall of Enron. New York, USA: Portfolio, 2003.
2. R. Bryce, Pipe Dreams: Greed, Ego, and the Death of Enron. New York, USA: PublicAffairs, 2003.
3. B. Klimt and Y. Yang, "Introducing the Enron Corpus, " in Fifth Conference on Email and Anti-Spam (CEAS) 2008, Mountain View, USA, 2008.
4. J. Shetty and J. Adibi, "The Enron Email Dataset Database Schema and Brief Statistical Report, " in http://www.isi.edu/~adibi/Enron/Enron.htm, 2004.
5. M. Berry and M. Browne, "Email Surveillance Using Non-negative Matrix Factorization, " Computational & Mathematical Organization Theory, vol.11, no.3, pp. 249-264, 2005.
6. C. Priebe, J. Conroy, D. Marchette, and Y. Park, "Scan Statistics on Enron Graphs, " Computational & Mathematical Organization Theory, vol.11, no.3, pp. 229-247, 2005.
7. P. Keila and D. Skillicorn, "Structure in the Enron Email Dataset, " Computational & Mathematical Organization Theory, vol.11, no.3, pp. 183-199, 2005.
8. A. Chapanond, M. Krishnamoorthy, and B. L. Yener, "Graph Theoretic and Spectral Analysis of Enron Email Data, " Computational & Mathematical Organization Theory, vol.11, no.3, pp. 265-281,2005.
9. A. McCallum, X. Wang, and A. Corrade-Emmanuel, "Topic and Role Discovery in Social Networks with Experiments on Enron and Academic Email, " Journal of Artificial Intelligence Research, no.30, pp. 249-272, 2007.
10. Y. Duan, J. Wang, M. Kam, and J. Canny, "A Secure Online Algorithm for Link Analysis on Weighted Graph, " in Proceedings of the Workshop on Link Analysis, Counterterrorism and Security, SIAM International Conference on Data Mining 2005, Newport Beach, 2005, pp. 71-81.
11. J. Diesner, T. Frantz, and K. Carley, "Communication Networks from the Enron Email Corpus "It's Always About the People. Enron is no Different", " Computational & Mathematical Organization Theory, vol.11, no.3, pp. 201-228, 2005.
12. T. Frantz and K. Carley.Dynamics of Organizational Chatter. presented at North American Association for Computational Social and Organization Sciences (NAACSOS) 2006.[PowerPoint]. Available: http://www.cs.cmu.edu/-terrill/docs/ NAACSOS2006-Frantz-OrganizationChatter-Presentation.pdf
13. M. Girvan and M. Newman, "Community structure in social and biological networks, " Proceedings of the National Academy of Sciences, vol.99, no.12, pp. 7821-7826, 2002.
14. W. B. Langdon, R. Poli, and W. Banzhaf, "An eigen analysis of the GP community, " Genetic Programming and Evolvable Machines, vol.9, no.3, pp. 171-182, 2008.
15. L. Luthi, M. Tomassini, and M. Giacobini, "The Genetic Programming Collaboration Network and its Communities, " in Proceedings of GECCO 2007, London, UK, 2007, pp. 1643-1650. (Pubitemid 47291773)
16. J. Galloway and S. Simoff, "Network Data Mining: Discovering Patterns of Interaction Between Attributes, " in Proceedings of the Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2006, Singapore, 2006.
17. C. Cortes, D. Pregibon, and C. Volinsky, "Computational Methods for Dynamic Graphs, " Journal of Computational and Graphical Statistics, vol.12, pp. 950-970, 2003.
18. S. Wasserman and K. Faust, Social Network Analysis: Methods and Applications. New York, USA: Cambridge University Press, 1999.
19. J. Hicklin, C. Moler, P. Webb, R. Boisvert, B. Miller, R. Pozo, and K. Remington, "JAMA: A Java Matrix Package, " in http://math.nist.gov/ javanumerics/jama/, 2008.
20. J. Heer, S. K. Card, and J. Landay, "Prefuse: A Toolkit for Interactive Information Visualization, " in Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI 2005), Portland, USA, 2005, pp. 421-430.