Научный семинар. Journal Club.

Осень 2011 / Fall 2011

Модуль 2 / Module 2

Статьи по теме "Социальные медиа и Инфорамционные технологии" Topics: "Social Media and Information Retrieval"
Структура, свойства, алгоритмы, процессы, приложения социальных сетей. пара статей на другие темы. Structure, properties, algorithms, processess, applications etc.

Презентации / Presentations

01.12.2011 Киселева: "Information Transfer in Social Media" G.V. Steeg, A. Galstyan
Светлова: "We Feel Fine and Searching the Emotional Web." S. Kamvar, J. Harris.
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08.12.2011 Левицкий: "To Join or Not to Join: The Illusion of Privacy in Social Networks with Mixed Public and Private User Profiles." E. Zheleva, L. Getoor.
Каминская: "Thumbs up? Sentiment Classification using Machine Learning Techniques." B. Pang, L. Lee, S. Vaithyananthan.
Гоциридзе: "The Dynamics of Viral Marketing." J. Leskovec, L. Adamic, B. Huberman
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15.12.2011 Каменская: "Language Networks: their structure, function and evolution." R. Sole, B. Corominas Murta, S. Velverde, L. Steels.
Подшивалова: "You Are Who You Know: Inferring User Profiles in Online Social Networks" A. Mislove, B. Vizwanath, K. Gummadi, P. Druschel.
Абаев: "Earthquake Shakes Twitter Users: Real-time Event Detection by Social Sensors", T. Sakaki, M. Okazaki, Y. Matsuo
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22.12.2011 Моренко: "Correcting for Missing Data in Information Cascades", E. Sadikov, M. Medina, J. Leskovec, H. Garcia-Molina
Жук:"From Web to Map: Exploring the World of Music" O. Goussevskaia, M. Kuhn, M. Lorenzi, R. Wattenhofer.
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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]
  12. Social Networks

  13. "You Are Who You Know: Inferring User Profiles in Online Social Networks" A. Mislove, B. Vizwanath, K. Gummadi, P. Druschel. [paper]
  14. "Influence and Correlation in Social Networks" A. Anagnostopoulos, R. Kumar, M. Mahdian. [paper]
  15. "The Structure of Information Pathways in a Social Communication Network." G. Kossinets, J. Kleinberg, D. Watts. [paper]
  16. "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]
  17. "Milgram-Routing in Social Networks" S. Lattanzi, A. Panconesi, D, Sivakumar. [paper]
  18. "Microscopic Evolution of Social Networks", J. Leskovec, L. Backstrom, R. Kumar, A. Tomkins [paper]
  19. "Controllability of complex networks." Y-Y. Liu, J-J Slotine, A-L Barabasi. [paper]
  20. Facebook

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

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