Class Meeting for 10-802 10/02/2012

This is one of the class meetings on the schedule for the course Social Media Analysis 10-802 in Fall 2012.

Overview

• Slides in Powerpoint
• Slides in PDF

Readings

• Meila, Marina, and Jianbo Shi. 2001. A Random Walks View of Spectral Segmentation. In AI-STATS. http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.30.8065.

• Snijders, T.A.B. & Nowicki, K., Estimation and prediction for stochastic block models for graphs with latent block structure. Journal of Classification, 14 (1997), 75 - 100.
• MS Handcock, AE Raftery, JM Tantrum, Model-based clustering for social networks, Journal of the Royal Stat Soc Series A, 2007, 170(2), pages 301-354

Papers You Might Review

• Roth, M., A. Ben-David, D. Deutscher, G. Flysher, I. Horn, A. Leichtberg, N. Leiser, Y. Matias, and R. Merom. 2010. Suggesting friends using the implicit social graph. In Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining, 233–242.
• Wang, X., L. Tang, H. Gao, and H. Liu. Discovering Overlapping Groups in Social Media. ICDM 2010.