Topics #

• Bipartite network
• Centrality
• Community structure
  • Structural hole
• 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
  • Temporal network
  • Interdependent networks
• 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 #

• Metabolic network
• Genetic interaction network
• Protein-protein interaction network

Ecological networks #

• Interaction web database

Social networks #

• Social network
• Collaboration network

Political networks #

• US Congress Cosponsorship Network Data

Economic network #

Tools #

• Network analysis libraries
• Graph visualization

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 #

• Network science in education

Reviews #

• Statistical mechanics of complex networks by Réka Albert and Albert-László Barabási
• The Structure and Function of Complex Networks by Mark Newman

• Dynamical Systems on Networks: A Tutorial

• 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 #

• http://www.phys.psu.edu/~ralbert/teaching.htm by Réka Albert

Articles #

• http://www.nature.com/nphys/journal/v8/n1/index.html - Nature physics special issue about complexity
  • The network takeover by Albert-László Barabási
  • Communities, modules and large-scale structure in networks by Mark Newman
  • Modelling dynamical processes in complex socio-technical systems by Alessandro Vespignani

Incoming Links #

Related Articles (Article 0) #

• Complex systems
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• Link prediction
• Network analysis libraries
• Network datasets
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Suggested Pages #

• 0.393 Innovation
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• 0.056 Ecology
• 0.024 Interdisciplinary research
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• 0.014 Preferential attachment
• 0.014 Books
• 0.013 Industry-Academic Partnership
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