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http://www.ee.cityu.edu.hk/~gchen/ComplexNetworks.htm
Complex Network Resources
prepared by
Guanrong Chen
City University of Hong Kong
2011
Complex Networks Databases and Software:
Graphviz - Graph Visualization Software
Pajek - Program for Large Network Analysis
Pajek Datasets
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)
Computational Analysis of Social and Organizational Systems (CASOS)
IQSS Dataverse Network, Harvard
Collection of Complex Networks
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, 2010) Towsley (U Mass)
Networks and Complexity (Anthropology 179A, Fall 2002) White (UC Irvine)
Networks and Complexity in Social Systems (W3233, 2008) Watts (Columbia)
Complex Networks (Math 303, 2011) Dodds (U Vermont)
Complex Networks (Winter 2004) Vega-Redondo (U Essex)
Networks (14.15J / 6.207J, Fall 2009) Acemoglu/Ozdaglar (MIT)
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
Amblard Frederic's Network Newsletter
Self-Organized Networks, Notre Dame
Complex Networks, Boston University
Center for the Complex Study, University of Michigan
Virtual Center for Supernetworks, University of Massachusetts
Bristol Centre for Complexity Sciences, UK
Complex Systems Lab, Universitat Pompeu Fabra
Complex Systems & Random Networks, University of Aveiro
The Erdos Number Project, Oakland
复杂网络论坛
Personal Websites:
Conferences on Complex Networks:
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]
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
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