Difference between revisions of "Class Meeting for 10-802 03/24/2011"

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(Created page with 'This is one of the class meetings on the schedule for the course Social Media Analysis 10-802 in Spring 2011. …')
 
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This is one of the class meetings on the [[Syllabus_for_Analysis_of_Social_Media_10-802_in_Spring_2011|schedule]] for the course [[Social Media Analysis 10-802 in Spring 2011]].
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This is one of the class meetings on the [[Syllabus_for_Analysis_of_Social_Media_10-802_in_Spring_2010|schedule]] for the course [[Social Media Analysis 10-802 in Spring 2010]].
  
 
=== Overview ===
 
=== Overview ===
  
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* [http://www.cs.cmu.edu/~wcohen/10-802/03-24-diffusion.ppt Slides].  Lecture continued from last Thursday.
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* [http://www.cs.cmu.edu/~wcohen/10-802/03-24-diffusion.ppt Slides].  Lecture to be continued next Tuesday.
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* Supplemental [http://www.cs.cmu.edu/~wcohen/10-802/03-23-info-diffusion-marymcg.pptx slides], from [http://www.cs.cmu.edu/~mmcgloho/ Mary McGlohon].
  
 
=== Readings ===
 
=== Readings ===
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* Easley and Kleinberg, Chapters 16 & 17.
 
* Easley and Kleinberg, Chapters 16 & 17.
 
* Salganik, Dodds, and Watts. Experimental study of inequality and unpredictability in an artificial cultural market.  Science, 2006.  Also available from [http://research.yahoo.com/pub/2769 Yahoo Research]
 
* Salganik, Dodds, and Watts. Experimental study of inequality and unpredictability in an artificial cultural market.  Science, 2006.  Also available from [http://research.yahoo.com/pub/2769 Yahoo Research]
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* ''Cascading Behavior in Large Blog Graphs: Patterns and a Model'' In Society of Applied and Industrial Mathematics: Data Mining (SDM07) (2007) by Jure Leskovec, Mary Mcglohon, Christos Faloutsos, Natalie Glance, Matthew Hurst
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=== Papers you might present ===
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* ''Network-based marketing: Identifying likely adopters via consumer networks'' Statistical Science, Vol. 22, No. 2. (2006), pp. 256-275, by Shawndra Hill, Foster Provost, Chris Volinsky
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* ''Tracing the Flow of Information on a Global Scale Using Internet Chain-Letter Data'' Proceedings of the National Academy of Sciences, Vol. 105, No. 12. (March 2008), pp. 4633-4638. by David L. Nowell, Jon Kleinberg
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* Watts et al, Web-Based Experiments for the Study of Collective Social Dynamics in Cultural Markets | Yahoo! Research. http://research.yahoo.com/pub/2844.
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* ''Information Diffusion Through Blogspace'' In WWW '04 (2004) by D. Gruhl, R. Guha, Liben D. Nowell, A. Tomkins
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* Cha, M., A. Mislove, and K. P Gummadi. 2009. A measurement-driven analysis of information propagation in the Flickr social network. In Proceedings of the 18th international conference on World wide web, 721–730.
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* ''Maximizing the Spread of Influence through a Social Network'' In KDD '03 (2003) by D. Kempe, J. Kleinberg, E. Tardos
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* Dietz, L., S. Bickel, and T. Scheffer. 2007. Unsupervised prediction of citation influences. In Proceedings of the 24th international conference on Machine learning, 233–240.
 
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* G\ötz, M., J. Leskovec, M. McGlohon, and C. Faloutsos. 2009. Modeling blog dynamics. In AAAI Conference on Weblogs and Social Media (ICWSM).
 
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* Leskovec, J., L. Backstrom, and J. Kleinberg. 2009. Meme-tracking and the Dynamics of the News Cycle. In Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, 497–506.
 
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* Leskovec, Jure, Lada A. Adamic, and Bernardo A. Huberman. 2007. The dynamics of viral marketing. ACM Transactions on the Web 1, no. 1 (5): 5-es. doi:10.1145/1232722.1232727.
 
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* Matsuo, Y., and H. Yamamoto. 2009. Community gravity: measuring bidirectional effects by trust and rating on online social networks. * In Proceedings of the 18th international conference on World wide web, 751–760.
 
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* Sun, E., I. Rosenn, C. A Marlow, and T. M Lento. Gesundheit! Modeling Contagion through Facebook News Feed. Proc. ICWSM 9.
 

Revision as of 16:23, 5 January 2011

This is one of the class meetings on the schedule for the course Social Media Analysis 10-802 in Spring 2010.

Overview

Readings

  • Easley and Kleinberg, Chapters 16 & 17.
  • Salganik, Dodds, and Watts. Experimental study of inequality and unpredictability in an artificial cultural market. Science, 2006. Also available from Yahoo Research
  • Cascading Behavior in Large Blog Graphs: Patterns and a Model In Society of Applied and Industrial Mathematics: Data Mining (SDM07) (2007) by Jure Leskovec, Mary Mcglohon, Christos Faloutsos, Natalie Glance, Matthew Hurst
  • Network-based marketing: Identifying likely adopters via consumer networks Statistical Science, Vol. 22, No. 2. (2006), pp. 256-275, by Shawndra Hill, Foster Provost, Chris Volinsky
  • Tracing the Flow of Information on a Global Scale Using Internet Chain-Letter Data Proceedings of the National Academy of Sciences, Vol. 105, No. 12. (March 2008), pp. 4633-4638. by David L. Nowell, Jon Kleinberg
  • Information Diffusion Through Blogspace In WWW '04 (2004) by D. Gruhl, R. Guha, Liben D. Nowell, A. Tomkins
  • Maximizing the Spread of Influence through a Social Network In KDD '03 (2003) by D. Kempe, J. Kleinberg, E. Tardos
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