Table of Contents
Topics #
- Bipartite network
- Centrality
- Community structure
- Diffusion of innovations, Information spreading, Contagion, Homophily and influence
- Directed network
- Generative models of networks
- Graph database
- Graph theory
- Group evolution
- Higher-order network
- Hypergraph
- Multilayer network
- Network literacy
- Network sampling
- Non-backtracking matrix
- Power law
- Random network
- Road network
- Robustness of networks
- Self-similarity
- Social network analysis
- Weak tie
- Weighted network
People #
- Sinan Aral
- Albert-László Barabási
- Jordi Bascompte
- Nicholas Christakis
- James Fowler
- Matthew O. Jackson
- Cosma Shalizi
- Alessandro Vespignani
Quotes #
- "The whole is the sum of the parts plus the interactions" by Martin Rosvall
Real-world networks #
- See Network datasets
Biological network #
Ecological networks #
Social networks #
Political networks #
Economic network #
Tools #
Books and Review papers #
Books #
- Network science by Albert-László Barabási
- Networks: An Introduction by Mark Newman
- Networks, Crowds, and Markets by David Easley and John Kleinberg
- http://www.cs.cornell.edu/home/kleinber/networks-book/ - You can download each chapter.
- Social and Economic Networks by Matthew O. Jackson
- An Introduction to Systems Biology by Uri Alon
Education #
Reviews #
- Statistical mechanics of complex networks by Réka Albert and Albert-László Barabási
- The Structure and Function of Complex Networks by Mark Newman
-
Firsts in network science by Petter Holme - "some first appearances / applications of some big ideas"
Courses #
General #
- http://barabasilab.neu.edu/courses/phys5116/ by Albert-László Barabási
- http://www-personal.umich.edu/~mejn/courses/2010/cscs535/index.html by Mark Newman
- http://www.cs.cornell.edu/Courses/cs6850/2011sp/ and http://www.infosci.cornell.edu/courses/info2040/2010fa/ by Jon Kleinberg
- http://macroconnections.media.mit.edu/courses/ by Cesar A. Hidalgo
- http://informatics.indiana.edu/fil/Class/i400/ by Filippo Menczer
- Social and Information Network Analysis by Jure Leskovec
- teaching with "Networks, Crowds, and Markets: Reasoning About a Highly Connected World" by Lada Adamic
- SI 508 - Networks: Theory and Application by Lada Adamic
- Social and Technological Network Analysis by Cecilia Mascolo
- Five lectures on networks by Aaron Clauset
Biological networks #
Articles #
- http://www.nature.com/nphys/journal/v8/n1/index.html - Nature physics special issue about complexity
Incoming Links #
Related Articles (Article 0) #
- Complex systems
- Diffusion of innovations
- Dynamical system
- Link analysis
- Link prediction
- Network analysis libraries
- Network datasets
- Science
- Simplicial complex
Suggested Pages #
- 0.388 Innovation
- 0.246 Hyperbolic geometry
- 0.093 Diffusion of innovation
- 0.045 Ecology
- 0.033 Interdisciplinary research
- 0.021 Ron Burt
- 0.017 Kronecker graph
- 0.016 Peter Sheridan Dodds
- 0.016 Public datasets
- 0.013 Zipf's law
- More suggestions...