The Community for Technology Leaders
RSS Icon
Subscribe
Issue No.04 - July/August (2010 vol.25)
pp: 12-18
Yiming Yang , Carnegie Mellon Univ., Pittsburgh
Shinjae Yoo , Carnegie Mellon University, Pittsburgh
Frank Lin , Carnegie Mellon University, Pittsburgh
Il-Chul Moon , Korea Advanced Institute of Science and Technology (KAIST), Daejoen
ABSTRACT
<p>The proposed system combines unsupervised clustering, social network analysis, semisupervised feature induction, and supervised classification to model user priorities among incoming email messages.</p>
INDEX TERMS
electronic mail, personalization, clustering, classification, and association rules, feature extraction or construction, mining methods and algorithms, intelligent systems
CITATION
Yiming Yang, Shinjae Yoo, Frank Lin, Il-Chul Moon, "Personalized Email Prioritization Based on Content and Social Network Analysis", IEEE Intelligent Systems, vol.25, no. 4, pp. 12-18, July/August 2010, doi:10.1109/MIS.2010.56
REFERENCES
1. L.A. Dabbish, and R.E. Kraut, "Email Overload at Work: An Analysis of Factors Associated with Email Strain," Proc. 20th Anniversary Conf. Computer Supported Cooperative Work, ACM Press, 2006, pp. 431–440.
2. S. Yoo et al., "Mining Social Networks for Personalized Email Prioritization," Proc. 15th ACM SIGKDD Conf. Knowledge Discovery and Data Mining, ACM Press, 2009, pp. 967–976.
3. J.R. Tyler, D.M. Wilkinson, and B.A. Huberman, "Email as Spectroscopy: Automated Discovery of Community Structure within Organizations," Communities and Technologies, M. Huysman, E. Wenger, and V. Wulf eds., Kluwer, 2003, pp. 81–96.
4. A. Clauset, M.E.J. Newman, and C. Moore, "Finding Community Structure in Very Large Networks," Physical Rev. E, vol. 70, no. 6, 2004, pp. 066111-1–066111-6.
5. P.O. Boykin and V.P. Roychowdhury, "Leveraging Social Networks to Fight Spam," Computer, vol. 38, no. 4, 2005, pp. 61–68.
6. T. Haveliwala, S. Kamvar, and G. Jeh, An Analytical Comparison of Approaches to Personalizing Pagerank, tech. report, Stanford Univ., 2003.
15 ms
(Ver 2.0)

Marketing Automation Platform Marketing Automation Tool