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Semiotic dynamics in online social communities

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Abstract

A distributed classification paradigm known as collaborative tagging has been successfully deployed in large-scale web applications designed to manage and share diverse online resources. Users of these applications organize resources by associating with them freely chosen text labels, or tags. Here we regard tags as basic dynamical entities and study the semiotic dynamics underlying collaborative tagging. We collect data from a popular system and focus on tags associated with a given resource. We find that the frequencies of tags obey to a generalized Zipf’s law and show that a Yule–Simon process with memory can be used to explain the observed frequency distributions in terms of a simple model of user behavior

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References

  1. A. Mates, Folksonomies – Cooperative Classification and Communication Through Shared Metadata, Computer Mediated Communication, LIS590CMC, Graduate School of Library and Information Science, University of Illinois Urbana-Champaign (2004)

  2. T. Hammond, T. Hannay, B. Lund, J. Scott, Social Bookmarking Tools (I): A General Review, D-Lib Magazine 11, (2005)

  3. R. Sinha, http://rashmisinha.com/archives/05_09/tagging-cognitive.html (2005)

  4. L. Steels, F. Kaplan, Collective learning and semiotic dynamics. In D. Floreano J.-D. Nicoud, F. Mondada, (Eds.), Advances in Artificial Life: 5th European Conference (ECAL 99), Lecture Notes in Artificial Intelligence 1674, 679-688, Berlin, (1999)

    Google Scholar 

  5. J. Ke, J.W. Minett, A. Ching-Pong, W.S-Y. Wang, Self-organization and selection in the emergence of vocabulary, Complexity 7, 41–54 (2002)

    Article  MathSciNet  Google Scholar 

  6. M.A. Nowak, N.L. Komarova, P. Niyogy, Computational and evolutionary aspects of language, Nature 417, 611–617 (2002)

    Article  ADS  Google Scholar 

  7. S. Kirby, Natural language and artificial life, Artificial Life 8, 182–215 (2002)

    Article  Google Scholar 

  8. T. Vander Wal, Explaning and Showing Broad and Narrow Folksonomies, http://www.personalinfocloud.com/ 2005/02/explaining_and_.html, (2005)

  9. F. Eggenberger, G. Polya, Über die Statistik verketter vorgage, Zeit. Angew. Math. Mech. 1, 279 (1923)

    Google Scholar 

  10. S. Golder B.A. Huberman, J. Inf. Sci. 32, 198 (2006); e-print cs/0508082

    Article  Google Scholar 

  11. G.K. Zipf, Human Behavior and the Principle of Least Effort (Addison-Wesley, Cambridge, MA, 1949)

  12. http://linkage.rockefeller.edu/wli/zipf/index_ru.html

  13. R. Ferrer Cancho, V.D.P. Servedio, Glottometrics 11, 1 (2005)

    Google Scholar 

  14. M.E.J. Newman, Contemp. Phys. 46, 323 (2005)

    ADS  Google Scholar 

  15. G.U. Yule, Philos. Trans. R. Soc. London B 213, 21 (1925)

    ADS  Google Scholar 

  16. H.A. Simon, Biometrika 42, 425 (1955)

    Article  MATH  MathSciNet  Google Scholar 

  17. C. Cattuto, V. Loreto, L. Pietronero, Semiotic Dynamics and Collaborative Tagging, submitted (2006); e-print cs/0605015

  18. D.H. Zanette, M.A. Montemurro, J. Quant. Linguist. 12, 29 (2005)

    Google Scholar 

  19. J.R. Anderson, Cognitive Psychology and its Implications, fifth edition, (Worth Publisher, New York, 2000)

  20. A.-L. Barabasi, Nature 435, 207 (2005)

    Article  ADS  Google Scholar 

Download references

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Correspondence to Ciro Cattuto.

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Cattuto, C. Semiotic dynamics in online social communities. Eur. Phys. J. C 46 (Suppl 2), 33–37 (2006). https://doi.org/10.1140/epjcd/s2006-03-004-4

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