Difference between revisions of "Class Meeting for 10-802 02/15/2011"

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=== Overview ===
 
=== Overview ===
  
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* [http://www.cs.cmu.edu/~wcohen/10-802/02-15-textgraph.ppt Slides]
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* [http://www.cs.cmu.edu/~wcohen/10-802/02-15-spectral.pptx Slides]
  
 
=== Readings ===
 
=== Readings ===
  
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* Nallapati, R. M, A. Ahmed, E. P Xing, and W. W Cohen. 2008. Joint latent topic models for text and citations. In Proc. of 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.
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* 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.
  
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=== Papers you might present ===
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* 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.
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* 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
  
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* Hassan, A., D. Radev, J. Cho, and A. Joshi. Content Based Recommendation and Summarization in the Blogosphere. Ann Arbor 1001: 48109.
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* Liu, Yan, Alexandru Niculescu-Mizil, and Wojciech Gryc. 2009. Topic-link LDA: joint models of topic and author community. In Proceedings of the 26th Annual International Conference on Machine Learning, 665-672. Montreal, Quebec, Canada: ACM. doi:10.1145/1553374.1553460. http://portal.acm.org/citation.cfm?id=1553374.1553460.
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=== Papers you Might Present ===
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* McCallum, A., X. Wang, and N. Mohanty. 2007. Joint group and topic discovery from relations and text. Lecture Notes in Computer Science 4503: 28.
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* 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.
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* Wang, X., L. Tang, H. Gao, and H. Liu. Discovering Overlapping Groups in Social Media. ICDM 2010.

Latest revision as of 09:44, 9 February 2011

This is one of the class meetings on the schedule for the course Social Media Analysis 10-802 in Spring 2011.

Overview

Readings

  • 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 Present

  • 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.
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