1.Professor Daniel Martin Katz ! Introduction to Computing ! for Complex Systems ! (Lab Session 9)! 2. Social Networks & ! the Tools of Analysis! ! 3. Pajek: It’s Not…

Indegreevel: Outdegreevel: Average degree: In degree distr Out degree distr Density direct Density undirected Modularity: Network diameter:longest shortest path The clustering…

Slide 1 Community Structure in Large Social and Information Networks Michael W. Mahoney Stanford University (Joint work with Kevin Lang and Anirban Dasgupta of Yahoo, and…

Slide 1 Geometric Tools for Identifying Structure in Large Social and Information Networks Michael W. Mahoney Stanford University SAMSI - Aug 2010 ( For more info, see: http://…

Slide 1 The Block Two-Level Erdös-Rényi (BTER) Graph Model Ali Pinar, C. Seshadri, and Tamara G. Kolda Sandia National Laboratories July 13, 2012Pinar - MMDS121 Sandia…

Models and Algorithms for Complex Networks Networks and Measurements Lecture 3 Types of networks Social networks Knowledge (Information) networks Technology networks Biological…

Geometric Tools for Identifying Structure in Large Social and Information Networks Michael W. Mahoney Stanford University SAMSI - Aug 2010 ( For more info, see: http:// cs.stanford.edu/people/mmahoney/…

Geometric Tools for Identifying Structure in Large Social and Information Networks Michael W. Mahoney Stanford University ICASSP - May 2011 ( For more info, see: http://…