Научный семинар. Journal Club.

Осень 2011 / Fall 2011

Модуль 2 / Module 2

Презентации / Presentations

Список статей / Papers

Information Retrieval

1. "The Anatomy of a Large-Scale Social Search Engine." D. Horowitz, S. Kamvar. [paper]
2. "Language Networks: their structure, function and evolution." R. Sole, B. Corominas Murta, S. Velverde, L. Steels. [paper]
3. "The Dynamics of Viral Marketing." J. Leskovec, L. Adamic, B. Huberman [paper]
4. "Hyper-Local, Directions-Based Ranking of Places." P. Venetis, H. Gonzalez, C. Jensen, A. Halevy. [paper]
5. "FactRank: Random Walks on a Web of Facts." A. Jain, P. Pantel [paper]
6. "Thumbs up? Sentiment Classification using Machine Learning Techniques." B. Pang, L. Lee, S. Vaithyananthan. [paper]
7. "Leave a Reply: An Analysis of Weblog Comments." G. Mishne, N. Glance. [paper]
8. "FACTO: A Fact Lookup Engine Based on Web Tables." X. Yin, W. Tan, C. Liu. [paper]
9. "From Web to Map: Exploring the World of Music" O. Goussevskaia, M. Kuhn, M. Lorenzi, R. Wattenhofer. [paper]
10. "Learning to Rank for Collaborative Filtereing" J-F Pession, T-V Truong, N. Usunier, M-R Amini, P. Gallinari [paper]
11. "We Feel Fine and Searching the Emotional Web." S. Kamvar, J. Harris. [paper]

Social Networks

12. "You Are Who You Know: Inferring User Profiles in Online Social Networks" A. Mislove, B. Vizwanath, K. Gummadi, P. Druschel. [paper]
13. "Influence and Correlation in Social Networks" A. Anagnostopoulos, R. Kumar, M. Mahdian. [paper]
14. "The Structure of Information Pathways in a Social Communication Network." G. Kossinets, J. Kleinberg, D. Watts. [paper]
15. "To Join or Not to Join: The Illusion of Privacy in Social Networks with Mixed Public and Private User Profiles." E. Zheleva, L. Getoor. [paper]
16. "Milgram-Routing in Social Networks" S. Lattanzi, A. Panconesi, D, Sivakumar. [paper]
17. "Microscopic Evolution of Social Networks", J. Leskovec, L. Backstrom, R. Kumar, A. Tomkins [paper]
18. "Controllability of complex networks." Y-Y. Liu, J-J Slotine, A-L Barabasi. [paper]

Facebook

19. "The Anatomy of the Facebook Social Graph" J. Ugander, B. Karrer, L. Backstrom, C. Marlow [paper]
20. "Four Degrees of Separation", L. Backstrom et al. [paper]
21. "Predicting Tie Strength With Social Media", E. Gilbert, K. Karahalios [paper]
22. "Supervised Random Walks: Predicting and Recommending Links in Social Networks." L. Backstrom, J. Leskovec. [paper]

Twitter

23. "Who Says What to Whom on Twitter" S. Wu, J. Hofman, W. Mason, D. Watts. [paper]
24. "Everyone’s an Influencer: Quantifying Influence on Twitter", E. Bakshy, W. Mason, J. Hoffman, D. Watts [paper]
25. "Differences in the Mechanics of Information Diffusion Across Topics: Idioms, Political Hashtags, and Complex Contagion on Twitter", D. Romero, B. Meeder, J. Kleinberg [paper]
26. "Modeling Information Diffusion in Implicit Networks", J. Yang, J. Leskovec [paper]
27. "Correcting for Missing Data in Information Cascades", E. Sadikov, M. Medina, J. Leskovec, H. Garcia-Molina, [paper]
28. "Humans as Real-Time Sensors of Social and Physical Events: A Case Study of Twitter and Sports Games", S. Zhao, L. Zhong, J. Wickramasuriya, V. Vasudevan [paper]
29. "Earthquake Shakes Twitter Users: Real-time Event Detection by Social Sensors", T. Sakaki, M. Okazaki, Y. Matsuo [paper]
30. "Twitter mood predicts the stock market", J. Bollen, H. Mao, X. Zeng [paper]
31. "A Time-Dependent Topic Model for Multiple Text Streams", L. Hong, B. Dom, S. Gurumurthy, K. Tsioutsiouliklis [paper]
32. "Information Transfer in Social Media" G.V. Steeg, A. Galstyan [paper]