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Self-Organization Leads to Hierarchical Modularity in an Internet Community

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Knowledge-Based Intelligent Information and Engineering Systems (KES 2003)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 2773))

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Abstract

Many naturally-occurring networks share topological characteristics such as scale-free connectivity and a modular organization. It has recently been suggested that a hierarchically modular organization may be another such ubiquitous characteristic. In this paper we introduce a coherence metric for the quantification of structural modularity, and use this metric to demonstrate that a self-organized social network derived from Internet Relay Chat (IRC) channel interactions exhibits measurable hierarchical modularity, reflecting an underlying hierarchical neighbourhood structure in the social network.

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References

  1. Albert, R., Jeong, H., Barabasi, A.-L.: Error and attack tolerance of complex networks. Nature 406, 378–382 (2000)

    Article  Google Scholar 

  2. Huberman, B.A., Adamic, L.A.: Internet: Growth dynamics of the world-wide web. Nature 401(6749), 131 (1999)

    Google Scholar 

  3. Girvan, M., Newman, M. E. J.: Community structure in social and biological networks. Santa Fe Institute Working Paper 01-12-077 (2001)

    Google Scholar 

  4. Flake, G.W., Lawrence, S., Giles, C.L., Coetzee, F.M.: Self-organization and identification of web communities. IEEE Computer 35(3), 66–71 (2002)

    Article  Google Scholar 

  5. Vasquez, A., Pastor-Satorras, R., Vespignani, A.: Physics Review E 65(66130) (2002)

    Google Scholar 

  6. Ravasz, E., Somera, A.L., Oltvai, Z.N., Barabasi, A.-L.: Hierarchical organization of modularity in metabolic networks. Science 297, 1551–1555 (2002)

    Article  Google Scholar 

  7. Ravasz, E., Barabasi, A.-L.: Hierarchical organization in complex networks. LANL Eprint Archive (2002)

    Google Scholar 

  8. Hallinan, J., Smith, G.: Iterative vector diffusion for the detection of modularity in large networks. InterJournal Complex Systems B article 584 (2002)

    Google Scholar 

  9. Eisen, M.B., Spellman, P.T., Brown, P.O., Botstein, D.: Cluster analysis and display of genome-wide expression patterns. Proceedings of the National Academy of Sciences 95, 14863–14868 (1998)

    Article  Google Scholar 

  10. Batagelj, V., Mrvar, A.P.: Program for Large Network Analysis. Connections 21, 47–57 (1998)

    Google Scholar 

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© 2003 Springer-Verlag Berlin Heidelberg

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Hallinan, J. (2003). Self-Organization Leads to Hierarchical Modularity in an Internet Community. In: Palade, V., Howlett, R.J., Jain, L. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2003. Lecture Notes in Computer Science(), vol 2773. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-45224-9_122

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  • DOI: https://doi.org/10.1007/978-3-540-45224-9_122

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-40803-1

  • Online ISBN: 978-3-540-45224-9

  • eBook Packages: Springer Book Archive

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