Difference between revisions of "Class Meeting for 10-802 10/02/2012"
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| − | This is one of the class meetings on the [[Syllabus_for_Analysis_of_Social_Media_10- | + | This is one of the class meetings on the [[Syllabus_for_Analysis_of_Social_Media_10-802_in_Fall_2012|schedule]] for the course [[Social Media Analysis 10-802 in Fall 2012]]. |
=== Overview === | === Overview === | ||
| − | * [http://www.cs.cmu.edu/~wcohen/10-802/10-02-spectral.pptx Slides] | + | * [http://www.cs.cmu.edu/~wcohen/10-802/10-02-spectral.pptx Slides in Powerpoint] |
| + | * [http://www.cs.cmu.edu/~wcohen/10-802/10-02-spectral.pdf Slides in PDF] | ||
=== Readings === | === Readings === | ||
| Line 13: | Line 14: | ||
| − | === | + | === 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. | * 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. | * Wang, X., L. Tang, H. Gao, and H. Liu. Discovering Overlapping Groups in Social Media. ICDM 2010. | ||
Latest revision as of 14:04, 2 October 2012
This is one of the class meetings on the schedule for the course Social Media Analysis 10-802 in Fall 2012.
Overview
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.
