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===Jure Leskovec===
===Jure Leskovec===
1) -- models and link prediction in large social networks
1) -- models and link prediction in large social networks:
[http://cs.stanford.edu/people/jure/pubs/kronecker-jmlr10.pdf]
 
[http://cs.stanford.edu/people/jure/pubs/microEvol-kdd08.pdf]
* [http://cs.stanford.edu/people/jure/pubs/kronecker-jmlr10.pdf Kronecker Graphs]
[http://arxiv.org/abs/0810.1355]
* [http://cs.stanford.edu/people/jure/pubs/microEvol-kdd08.pdf Microscopic Evolution of Social Networks ]
* [http://arxiv.org/abs/0810.1355 Community Structure in Large Networks]


2) -- tracking information diffusion, finding influencers and
2) -- tracking information diffusion, finding influencers and
detecting disease outbreaks in networks
detecting disease outbreaks in networks
[http://cs.stanford.edu/people/jure/pubs/quotes-kdd09.pdf]
* [http://cs.stanford.edu/people/jure/pubs/quotes-kdd09.pdf Meme Tracking & News Cycle Dynamics]
[http://i.stanford.edu/~jure/pub/netinf-kdd2010.pdf]
* [http://i.stanford.edu/~jure/pub/netinf-kdd2010.pdf]
[http://www.cs.cornell.edu/home/kleinber/kdd03-inf.pdf]
* [http://www.cs.cornell.edu/home/kleinber/kdd03-inf.pdf Maximizing the Spread of Influence through a Social Network]
[http://cs.stanford.edu/people/jure/pubs/detect-kdd07.pdf]
* [http://cs.stanford.edu/people/jure/pubs/detect-kdd07.pdf Outbreak Detection in Social Networks]
[http://www.blogpulse.com/papers/2005/AdamicGlanceBlogWWW.pdf]
* [http://www.blogpulse.com/papers/2005/AdamicGlanceBlogWWW.pdf 2004 Election Political Blogger Networks ]


3) -- models of networks with positive and negative ties
3) -- models of networks with positive and negative ties
[http://www.iw3c2.org/WWW2004/docs/1p403.pdf]
* [http://www.iw3c2.org/WWW2004/docs/1p403.pdf Trust & Distrust]
[http://cs.stanford.edu/people/jure/pubs/triads-chi10.pdf]
* [http://cs.stanford.edu/people/jure/pubs/triads-chi10.pdf Signed Networks & Social Media:]
[http://cs.stanford.edu/people/jure/pubs/signs-www10.pdf]
* [http://cs.stanford.edu/people/jure/pubs/signs-www10.pdf Predicting Postive & Negative Links in Online Social Networks]
[http://cs.stanford.edu/people/jure/pubs/voting-icwsm10.pdf]
* [http://cs.stanford.edu/people/jure/pubs/voting-icwsm10.pdf Governance in Social Media]
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===John Harte===
===John Harte===

Revision as of 18:34, 17 May 2010

CSSS Santa Fe 2010

Please review readings before lectures. Supplemental material may be posted as well.

Liz Bradley


Tom Carter

Here is a link to a page with various background readings -- I'll be talking about some of this material, watch the wiki for days/times


Jure Leskovec

1) -- models and link prediction in large social networks:

2) -- tracking information diffusion, finding influencers and detecting disease outbreaks in networks

3) -- models of networks with positive and negative ties


John Harte


Cosma Shalizi

Adaptation and Self-Organizing Systems

Artificial Intelligence

Cellular Automata and Lattice Gases

Statistical/Computational Mechanics

Neurons and Cognition

Probability


Doug Erwin


Duncan Foley