Towards discovering organizational structure from email corpus

Proceedings - ICMLA 2005: Fourth International Conference on Machine Learning and Applications

Volumn 2005, Issue , 2005, Pages 279-284

  Zhou, Ding ^a   Song, Yang ^a   Zha, Hongyuan ^a,b   Zhang, Ya ^b  

^a The Pennsylvania State University   (United States)

^b PENNSYLVANIA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMMUNICATION SYSTEMS; DATA MINING; ELECTRONIC MAIL; INDUSTRIAL RELATIONS; KNOWLEDGE ACQUISITION;

HEURISTIC METRICS; LEADERSHIP; LEADERSHIP GRAPHS; ORGANIZATIONAL STRUCTURE;

SOCIETIES AND INSTITUTIONS;

EID: 33847303660     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLA.2005.66     Document Type: Conference Paper

References (17)

1. G. Ahujia. Collaboration networks, structural holes, and innovation: A longitudinal study. Administrative Science Quarterly, pages 425-455, 2000.
2. R. S. Burt. Relational equilibrium in a social topology. Journal of Mathematical Sociological, 1979.
3. A. Clauset, M. E. J. Newman, and C. Moore. Finding community structure in very large networks. Physical Review E, 70:066111, 2004.
4. A. Culotta, R. Bekkerman, and A. McCallum. Extracting social networks and contact information from email and the web. In First Conference on Email and Anti-Spam (CEAS 2004), 2004.
5. C. Ding, X. He, P. Husbands, H. Zha, and H. Simon. Link analysis: Hubs and authorities on the world. Journals of the Society for Industrial and Applied Mathematics, 2001.
6. L. C. Freeman. Centrality in social networks: Conceptual clarification. Social Networks, pages 215-239, 1979.
7. M. Girvan and M. E. J. Newman. Community structure in social and biological networks. Proc. Natl. Acad. Sci. USA, pages 7821-7826, 2002.
8. J. Han, J. Pei, and Y. Yin. Mining frequent patterns without candidate generation. In SIGMOD '00: Proceedings of the 2000 ACM SIGMOD international conference on Management of data, pages 1-12, New York, NY, USA, 2000. ACM Press.
9. D. Jensen and J. Neville. The social capital of opinion leaders. Annal of the American Academy of Political and Social Science, 1999.
10. D. Jensen and J. Neville. Data mining in social networks. Proc. National Academy of Sciences Symposium on Dynamic Social Network Analysis, 2002.
11. J. M. Kleinberg. Authoritative sources in a hyperlinked environment. J. ACM, 46(5):604-632, 1999.
12. B. Klimt and Y. Yang. Introducing the enron corpus. In First Conference on Email and Anti-Spam (CEAS 2004), 2004.
13. N. Matsumura, D. E. Goldberg, and X. Llora. Mining directed social network from message board. In WWW '05: Special interest tracks and posters of the 14th international conference on World Wide Web, pages 1092-1093, New York, NY, USA, 2005. ACM Press.
14. J. Shetty and J. Adibi. The enron email dataset database schema and brief statistical report. In Technical Report, 2004.
15. L. Sproull and S. Kiesler. Reducing social context cues: electronic mail in organizational communication. Manage. Sci., 32(11): 1492-1512, 1986.
16. J. R. Tyler, D. M. Wilkinson, and B. A. Huberman. Email as spectroscopy: automated discovery of community structure within organizations. Communities and technologies, pages 81-96, 2003.
17. S. Wasserman and K. Faust. Social network analysis. Cambridge University Press, 1994.