CSSS 2010 Santa Fe-Readings: Difference between revisions
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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] | ||
-------- | -------- | ||
===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
- Meme Tracking & News Cycle Dynamics
- [1]
- Maximizing the Spread of Influence through a Social Network
- Outbreak Detection in Social Networks
- 2004 Election Political Blogger Networks
3) -- models of networks with positive and negative ties
- Trust & Distrust
- Signed Networks & Social Media:
- Predicting Postive & Negative Links in Online Social Networks
- Governance in Social Media
John Harte
Cosma Shalizi
Adaptation and Self-Organizing Systems
- Quantifying Self-Organization with Optimal Predictors
- Methods and Techniques of Complex Systems Science: An Overview
Artificial Intelligence
Cellular Automata and Lattice Gases
Statistical/Computational Mechanics
Neurons and Cognition
- The Computational Structure of Spike Trains
- Discovering Functional Communities in Dynamical Networks
- Measuring Shared Information and Coordinated Activity in Neuronal Networks
Probability