Skip to main content

Self-organization in Simulated Social Networks

  • Conference paper
Computer-Mediated Social Networking (ICCMSN 2008)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 5322))

Included in the following conference series:

Abstract

In many social contexts, organisation emerges through interactions between individuals, and not by design. Often these interactions occur in two different phases: a local phase in which closely related individuals interact, and a global phase, in which individuals interact more widely within a community. We show that this Dual Phase Evolution (DPE) is capable of producing common patterns of organization found in real social networks, including the spontaneous appearance of modular structures.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Green, D.G., Leishman, T.G., Sadedin, S.: The Emergence of Social Consensus in Simulation Studies with Boolean Networks. In: First World Congress on Social Simulation, pp. 1–8. Kyoto University, Kyoto (2006)

    Google Scholar 

  2. Stocker, R., Green, D.G., Newth, D.: Consensus and Cohesion in Simulated Social Networks. Journal of Artificial Societies and Social Simulation 4 (2001), http://www.soc.surrey.ac.uk/JASSS/4/4/5.html

  3. Stocker, R., Cornforth, D., Green, D.G.: The Impact of Television on Cohesion in Social Networks - A Simulation Study. In: Namatame, A., Green, D., Aruka, Y., Sato, H. (eds.) Complex Systems, pp. 222–228. Chuo University, Tokyo (2002)

    Google Scholar 

  4. Stocker, R., Cornforth, D., Green, D.G.: A Simulation of the Impact of Media on Social Cohesion. Advances in Complex Systems 6, 349–359 (2003)

    Article  MATH  Google Scholar 

  5. Bransden, T.G., Green, D.G.: Getting Along with Your Neighbours-Emergent Cooperation in Networks of Adaptive Agents. In: Ohuchi, A., Suzuki, K., Gen, M., Green, D.G. (eds.) Workshop on Intelligent and Evolutionary Systems (IES 2005), Future University-Hakodate, Japan (2005), http://www.waseda.jp/sem-genlab/~IES2005/

    Google Scholar 

  6. Green, D.G., Leishman, T.G., Sadedin, S.: Dual Phase Evolution - A Mechanism for Self-Organization in Complex Systems. InterJournal, 1–8 (2006)

    Google Scholar 

  7. Watts, D.J., Strogatz, S.H.: Collective Dynamics of ‘Small-World’ Networks. Nature 393, 440–442 (1998)

    Article  Google Scholar 

  8. Milgram, S.: The Small World Problem. Psychology Today 2, 60–67 (1967)

    Google Scholar 

  9. Barabasi, A.L., Albert, R., Jeong, H.: Scale-Free Characteristics of Random Networks: The Topology of the World-Wide Web. Physica A 281, 69–77 (2000)

    Article  Google Scholar 

  10. Paperin, G., Green, D.G., Sadedin, S., Leishman, T.G.: A Dual Phase Evolution Model of Adaptive Radiation in Landscapes. In: Randall, M., Abbass, H.A., Wiles, J. (eds.) ACAL 2007. LNCS (LNAI), vol. 4828, pp. 131–143. Springer, Heidelberg (2007)

    Chapter  Google Scholar 

  11. Leishman, T.G., Green, D.G., Paperin, G.: Dual Phase Evolution - A Mechanism for Self-Organization and Optimization. In: 11th Asia-Pacific Worksop on Intelligent and Evolutionary Systems, pp. 1–8. National Defence Academy, Japan (2005), http://www.nda.ac.jp/cs/IES2007/finalprog.htm

    Google Scholar 

  12. Erdös, P., Renyi, A.: On the Evolution of Random Graphs. Hungarian Academy of Sciences 5, 17–61 (1960)

    MATH  Google Scholar 

  13. Bak, P., Tang, C., Weisenfeld, K.: Self-Organized Criticality. Physical Review A 38, 364–374 (1988)

    Article  MathSciNet  Google Scholar 

  14. Pimm, S.: Food Webs. Chapman and Hall, London (1982)

    Google Scholar 

  15. Bearman, P.S., Moody, J., Stovel, K.: Chains of Affection: The Structure of Adolescent Romantic and Sexual Networks. American Journal of Sociology 110, 44–91 (2004)

    Article  Google Scholar 

  16. May, R.M., Levin, S.A., Sugihara, G.: Ecology for bankers. Nature 451, 893–895 (2008)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2009 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Leishman, T.G., Green, D.G., Driver, S. (2009). Self-organization in Simulated Social Networks. In: Purvis, M., Savarimuthu, B.T.R. (eds) Computer-Mediated Social Networking. ICCMSN 2008. Lecture Notes in Computer Science(), vol 5322. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-02276-0_15

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-02276-0_15

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-02275-3

  • Online ISBN: 978-3-642-02276-0

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics