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Complex Structures And Semantics In Free Word Association

Author

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  • PIETRO GRAVINO

    (Dipartimento di Fisica, Sapienza Università di Roma, Piazzale Aldo Moro 5, 00185 Roma, Italy;
    Dipartimento di Fisica, "Alma Mater Studiorum" Università di Bologna, Viale Berti Pichat 6/2 40127, Bologna, Italy)

  • VITO D. P. SERVEDIO

    (Dipartimento di Fisica, Sapienza Università di Roma, Piazzale Aldo Moro 5, 00185 Roma, Italy)

  • ALAIN BARRAT

    (Centre de Physique Théorique (CNRS UMR 6207), Luminy, 13288 Marseille Cedex 9, France;
    Institute for Scientific Interchange (ISI), Torino, Italy)

  • VITTORIO LORETO

    (Dipartimento di Fisica, Sapienza Università di Roma, Piazzale Aldo Moro 5, 00185 Roma, Italy;
    Institute for Scientific Interchange (ISI), Torino, Italy)

Abstract

We investigate the directed and weighted complex network of free word associations in which players write a word in response to another word given as input. We analyze in details two large datasets resulting from two very different experiments: On the one hand the massive multiplayer web-based Word Association Game known asHuman Brain Cloud, and on the other hand theSouth Florida Free Association Normsexperiment. In both cases, the networks of associations exhibit quite robust properties like the small world property, a slight assortativity and a strong asymmetry between in-degree and out-degree distributions. A particularly interesting result concerns the existence of a characteristic scale for the word association process, arguably related to specific conceptual contexts for each word. After mapping, the Human Brain Cloud network onto the WordNet semantics network, we point out the basic cognitive mechanisms underlying word associations when they are represented as paths in an underlying semantic network. We derive in particular an expression describing the growth of the HBC graph and we highlight the existence of a characteristic scale for the word association process.

Suggested Citation

  • Pietro Gravino & Vito D. P. Servedio & Alain Barrat & Vittorio Loreto, 2012. "Complex Structures And Semantics In Free Word Association," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 15(03n04), pages 1-22.
  • Handle: RePEc:wsi:acsxxx:v:15:y:2012:i:03n04:n:s0219525912500543
    DOI: 10.1142/S0219525912500543
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    1. anonymous, 2002. "District adds jobs in January," Western economic developments, Federal Reserve Bank of San Francisco, issue Mar, pages 1-3.
    2. Dorogovtsev, S.N. & Mendes, J.F.F., 2003. "Evolution of Networks: From Biological Nets to the Internet and WWW," OUP Catalogue, Oxford University Press, number 9780198515906.
    3. N/A, 2002. "List of Journals," International Regional Science Review, , vol. 25(4), pages 332-341, October.
    4. van Damme, E.E.C., 2002. "Vertrouwen en zelfverrijking," Other publications TiSEM 7239103a-3d40-40f3-8691-4, Tilburg University, School of Economics and Management.
    5. Unknown, 2002. "REVIEWERS, July 2001-July 2002," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 34(3), pages 1-1, December.
    6. Li, W. & Cai, X., 2007. "Empirical analysis of a scale-free railway network in China," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 382(2), pages 693-703.
    7. Caldarelli, Guido, 2007. "Scale-Free Networks: Complex Webs in Nature and Technology," OUP Catalogue, Oxford University Press, number 9780199211517.
    8. N/A, 2002. "Subject Index," International Regional Science Review, , vol. 25(4), pages 342-418, October.
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