Structure in the Enron email dataset

Computational and Mathematical Organization Theory

Volumn 11, Issue 3, 2005, Pages 183-199

  Keila, P S ^a   Skillicorn, D B ^a  

^a QUEEN S UNIVERSITY   (Canada)

Author keywords

Data mining; Matrix decompositions; Organizational role; Organizational structure; Singular value decomposition; Word frequency

Indexed keywords

MATRIX DECOMPOSITION; ORGANIZATIONAL ROLE; ORGANIZATIONAL STRUCTURES; SHORT MESSAGE; WORD FREQUENCIES;

LINGUISTICS; SINGULAR VALUE DECOMPOSITION;

DATA MINING;

EID: 31044437040     PISSN: 1381298X     EISSN: 15729346     Source Type: Journal    
DOI: 10.1007/s10588-005-5379-y     Document Type: Article

References (14)

1. British National Corpus (BNC), (2004), http://www.natcorp.ox.ac.uk.
2. Cohen, W.W. (1996), "Learning to Classify English Text with ILP Methods," in L. De Raedt (Eds.), Advances in Inductive Logic Programming, IOS Press, pp. 124-143.
3. Diesner, J. and K. Carley (2005), "Exploration of Communication Networks from the Enron Email Corpus," in Workshop on Link Analysis, Counterterrorism and Security, SIAM International Conference on Data Mining, pp. 3-14.
4. European Parliament Temporary Committee on the ECHELON Interception System (2001), "Final Report on the Existence of a Global System for the Interception of Private and Commercial Communications," Echelon Interception System.
5. Golub, G.H. and C.F. van Loan (1996), Matrix Computations, 3rd edn. Johns Hopkins University Press.
6. Kolda, G. and D.P. O'Leary (1998), "A Semi-Discrete Matrix Decomposition for Latent Semantic Indexing in Information Retrieval," ACM Transactions on Information Systems, 16, 322-346. 10.1145/291128.291131
7. Kolda, T.G. and D.P. O'Leary (1999), "Computation and Uses of the Semidiscrete Matrix Decomposition," ACM Transactions on Information Processing.
8. Lloyd, D. and N. Spruill (2001), "Security Screening and Knowledge Management in the department of defense," in Federal Conference on Statistical Methodology.
9. McArthur, R. and P. Bruza (2003), Discovery of Implicit and Explicit Connections Between People Using Email Utterance," in Proceedings of the Eighth European Conference of Computer-supported Cooperative Work, Helsinki, pp. 21-40.
10. McConnell, S. and D.B. Skillicorn (2002), "Semidiscrete Decomposition: A Bump Hunting Technique," in Australasian Data Mining Workshop, pp. 75-82.
11. O'Brien, C. and C. Vogel (2004), "Exploring the Subject of Email Filtering: Feature Selection in Statistical Filtering,"
12. Shetty, J. and J. Adibi (2004), "The Enron Email Dataset Database Schema and Brief Statistical Report," Technical report, Information Sciences Institute.
13. Simon, A.F. and M. Xenos (2004), "Dimensional Reduction of Word-Frequency Data as a Substitute for Intersubjective Content Analysis," Political Analysis, 12, 63-75. 10.1093/pan/mph004
14. Skillicorn, D.B. (2005), "Beyond Keyword Filtering for Message and Conversation Detection," in IEEE International Conference on Intelligence and Security Informatics (ISI2005), Springer-Verlag Lecture Notes in Computer Science LNCS 3495, pp. 231-243.