Complex Network Resources
Prepared by Guanrong Chen City University of Hong Kong
1、Complex Networks Databases and Software:
Graphviz - Graph Visualization Software
Pajek - Program for Large Network Analysis
UCINET - Software for Social Network Analysis
Gephi - Open Graph Viz Platform
Cytoscape - An Open Source Platform for Complex-Network Analysis and Visualization
yED - Graph Editor
10 Best Visualization Projects of the Year 2010
Complex Networks Resources (NIST)
Cooperative Association for Internet Data Analysis (CAIDA)
CLEVER Project, IBM
An Atlas of Cyberspaces
Computational Analysis of Social and Organizational Systems (CASOS)
SourceForge
JUNG
Radatools
Network Workbench
Shift-square Lanczos Method
NetWiki
RIS Raw Data
IQSS Dataverse Network
Harvard SNAP
Network Data
Stanford Tagora Collection
of Complex Networks
2、Complex Networks Courses:
Complex Networks: Modeling, Dynamics and Control (EE 6605, SemB'07, 08, 09, 10, 11)
Guanrong Chen (CityU, HK)
Networked Life (CIS 112, Spring 2010) Kearns (U Penn)
Networks (Eco 2040/Socio 2090/CS 2850/InfoSci 2040, Fall 2010) Easley/Kleinberg (Cornell)
The Structure of Information Networks (CS 685, Fall 2002) Kleinberg (Cornell)
Network Theory (Complex Systems: Network Theory 535, Winter 2004) Newman (U Mich)
Scaling, Power Laws, and Small World Phenomena in Networks (CMPSCI 691S) Towsley (U
Mass)
Networks and Complexity (Anthropology 179A, Fall 2002) White (UC Irvine)
Networks and Complexity in Social Systems (W3233) Watts (Columbia)
Complex Networks (Math 303) Dodds (U Vermont)
Complex Networks (Winter 2004) Vega-Redondo (U Essex)
Networks (14.15J / 6.207J, Fall 2009) Acemoglu/Ozdaglar (MIT)
3、Links to Complex Networks Centres and Websites:
Center for Chaos and Complex Networks, CityU of HK
Some Centers for Complex Network Research
Some Centers for Complex Systems Research
Santa Fe Institute
Amblard Frederic's Network Newsletter
Econophysics
BarabásiLab
Cx-Nets
CeNSA, Notre Dame
Self-Organized Networks, Notre Dame
CNetS, Indiana University
Complex Networks, Boston University
Natural Networks, MIT
Center for the Complex Study, University of Michigan
Virtual Center for Supernetworks, University of Massachusetts
EPICENTER, Kansas University
Bristol Centre for Complexity Sciences, UK
Complex Systems Lab, Universitat Pompeu Fabra
Link-group, Hungary
Complex Systems & Random Networks, University of Aveiro
Complexnetworks.fr
The Erdos Number Project, Oakland
复杂网络论坛
4、Personal Websites:
Réka Albert
Albert-László Barabási
Jon Kleoberg
Mark E J Newman
Steven H Strogatz
Duncan Watts
5、Conferences on Complex Networks:
Conference Service
IWCSN
MTNS
NetSci [2006 2007 2008 2009 2010 2011]
ECCS [2005 2006 2007 2008 2009 2010 2011]
全国复杂网络学术会议 [2005 2006 2007 2008 2009 2010 2011]
6、Complex Networks Books: [To be extended and updated]
1990s Manfred Kochen, The Small World (New Jersey: Ablex Publishing
Corporation, 1989) Duncan J. Watts, Small Worlds: The Dynamics of Networks
between Order and Randomness (New Jersey: Princeton University Press, 1991)
R. K. Ahuja, T. L. Magnanti, and J. B. Orlin, Network Flows: Theory, Algorithms,
and Applications (New Jersey: Prentice-Hall, Upper Saddle River, 1993) Stanley
Wasserman, Social Network Analysis: Methods and Applications (England:
Cambridge University Press, 1994) Stanley Wasserman and Katherine Faust,
Social Network Analysis (England: Cambridge University Press, 1994) Fritjof
Capra, The Web of Life: A New Understanding of Living Systems (New York: Anchor
Books/Doubleday, 1996) Dirk Messner, The Network Society: Economic
Development and International Competitiveness as Problems of Social
Governance (Portland/England: Frank Cass Publishers, 1997) Geoff Mulgan,
Connexity: How to live in a Connected World (Boston: Harvard Business School
Press, 1998) 2000 Malcolm Gladwell, The Tipping Point: How Little Things Can
Make a Big Difference, (USA: Little, Brown and Company, 2000) John P. Scott,
Social Network Analysis: A Handbook (2nd Ed. London: Sage, 2000) 2001 Martin
Dodge and Rob Kitchin, Mapping Cyberspace (New York: Routledge, 2001) Martin
Dodge and Rob Kitchin, Atlas of Cyberspace (UK: Addison-Wesley, 2001) Béla
Bollobás, Random Graphs (2nd Ed., England: Cambridge University Press, 2001)
Joel Spencer, The Strange Logic of Random Graphs: Algorithms and Combinatorics,
(USA: Springer 2001) Bernardo A. Huberman, The Laws of the Web: Patterns in
the Ecology of Information (Boston: MIT Press, 2001) Manuel Castells, The
Internet Galaxy (New York: Oxford University Press, 2001) 2002 Albert-László
Barabási, Linked: The New Science of Networks (Massachusetts: Persus
Publishing, 2002) Mark Buchanan, Nexus: Small Worlds and the Groundbreaking
Science of Networks (New York: Norton, 2002) Mark C. Taylor, The Moment of
Complexity: Emerging Network Culture (University of Chicago Press; 2002) 2003
Duncan J. Watts, Six Degrees: The Science of a Connected Age (New York: Norton,
2003) Stefan Bornholdt and Heinz Georg Schuster, EDs., Handbook of Graphs and
Networks: From the Genome to the Internet (Germany: Wiley-VCH 2003) S. N.
Dorogovtsev and Jose F. F. Mendes, Evolution of Networks: From Biological Nets
to the Internet and WWW (New York: Oxford University Press, 2003) Pierre Baldi,
Paolo Frasconi and Padhraic Smyth, Modeling the Internet and the Web:
Probabilistic Methods and Algorithms (England: John Wiley & Sons, 2003) John
R. McNeill and William H. McNeill, The Human Web: A Bird's-Eye View of World
History (New York: W.W. Norton & Company, 2003) Ross Dawson, Living Networks:
Leasing Your Company, Customers, and Partners in the Hyper-Connected Economy
(New Jersey: Prentice Hall, 2003) Chris Westland, Financial Dynamics: A System
for Valuing Technology Companies (Asia: John Wiley & Sons, 2003) Steven
Strogatz, Sync: The Emerging Science of Spontaneous Order (New York: Hyperion,
2003) Pedro L. Garrido and Joaquín Marro, EDs., Modeling Complex Systems (New
York: Melville, 2003) Peter R. Monge and Noshir Contractor, Theories of
Communication Networks (UK: Oxford University Press, 2003) Romualdo
Pastor-Satorras, Miguel Rubi and Albert Diaz-Guilera, EDs, Statistical
Mechanics of Complex Networks (Berlin: Springer, 2003) 2004 Linton C. Freeman,
The Development of Social Network Analysis: A Study in the Sociology of Science
(Vancouver: Empirical Press, 2004) Romualdo Pastor-Satorras and Alessandro
Vespignani, Evolution and Structure of the Internet: A Statistical Physics
Approach (UK: Cambridge University Press, 2004) Eli Ben-Naim, Hans Frauenfelder
and Zoltan Toroczkai, EDs., Complex Networks (Berlin: Springer, 2004) 2005
Wouter de Nooy, Andrej Mrvar and Vladimir Batagelj, Exploratory Social Network
Analysis with Pajek (UK: Cambridge University Press, 2005) Peter J. Carrington,
John Scott and Stanley Wasserman, EDs., Models and Methods in Social Network
Analysis (UK: Cambridge University Press, 2005) 2006 Rick Durrett, Random Graph
Dynamics (England: Cambridge University Press, 2006) Peter Csermely, Weak Links
(Berlin: Springer, 2006) 2007 X??? 2008 Sean Meyn, Control Techniques for Complex
Networks (UK: Cambridge University Press, 2008) Jörg Reichardt, Structure
in Complex Networks (Berlin: Springer, 2008) 2009 Matthias Dehmer and Frank
Emmert-Streib, EDs., Analysis of Complex Networks: From Biology to Linguistics
(New York: Wiley, 2009) 2010 Sergey N. Dorogovtsev, Lectures on Complex Networks
(New York: Oxford University Press, 2010) Mark E. J. Newman, Networks: An
Introduction (New York: Oxford University Press, 2010) David Easley and Jon
Kleinberg, Networks, Crowds, and Markets: Reasoning about a Highly Connected
World (England: Cambridge University Press, 2010) 2011