IDEAS home Printed from https://ideas.repec.org/a/wsi/ijmpcx/v21y2010i03ns0129183110015142.html
   My bibliography  Save this article

Complex Semantic Networks

Author

Listed:
  • G. M. TEIXEIRA

    (Centro Federal de Educação Tecnológica da Bahia, Salvador, Bahia, Brazil)

  • M. S. F. AGUIAR

    (Instituto de Física, Universidade Federal da Bahia, 40210-340 Salvador, Bahia, Brazil)

  • C. F. CARVALHO

    (Departamento de Psicologia, Universidade Federal da Bahia, 40210-340 Salvador, Bahia, Brazil)

  • D. R. DANTAS

    (Departamento de Psicologia, Universidade Federal da Bahia, 40210-340 Salvador, Bahia, Brazil)

  • M. V. CUNHA

    (Instituto de Física, Universidade Federal da Bahia, 40210-340 Salvador, Bahia, Brazil)

  • J. H. M. MORAIS

    (Departamento de Psicologia, Universidade Federal da Bahia, 40210-340 Salvador, Bahia, Brazil)

  • H. B. B. PEREIRA

    (Programa de Modelagem Computational — SENAI CIMATEC, 41.650-010 Salvador, Bahia, Brazil;
    Departamento de Ciências Exatas — UEFS, 44031-460 Feira de Santana, Bahia, Brazil)

  • J. G. V. MIRANDA

    (Instituto de Física, Universidade Federal da Bahia, 40210-340 Salvador, Bahia, Brazil)

Abstract

Verbal language is a dynamic mental process. Ideas emerge by means of the selection of words from subjective and individual characteristics throughout the oral discourse. The goal of this work is to characterize the complex network of word associations that emerge from an oral discourse from a discourse topic. Because of that, concepts of associative incidence and fidelity have been elaborated and represented the probability of occurrence of pairs of words in the same sentence in the whole oral discourse. Semantic network of words associations were constructed, where the words are represented as nodes and the edges are created when the incidence-fidelity index between pairs of words exceeds a numerical limit (0.001). Twelve oral discourses were studied. The networks generated from these oral discourses present a typical behavior of complex networks and their indices were calculated and their topologies characterized. The indices of these networks obtained from each incidence-fidelity limit exhibit a critical value in which the semantic network has maximum conceptual information and minimum residual associations. Semantic networks generated by this incidence-fidelity limit depict a pattern of hierarchical classes that represent the different contexts used in the oral discourse.

Suggested Citation

  • G. M. Teixeira & M. S. F. Aguiar & C. F. Carvalho & D. R. Dantas & M. V. Cunha & J. H. M. Morais & H. B. B. Pereira & J. G. V. Miranda, 2010. "Complex Semantic Networks," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 21(03), pages 333-347.
  • Handle: RePEc:wsi:ijmpcx:v:21:y:2010:i:03:n:s0129183110015142
    DOI: 10.1142/S0129183110015142
    as

    Download full text from publisher

    File URL: http://www.worldscientific.com/doi/abs/10.1142/S0129183110015142
    Download Restriction: Access to full text is restricted to subscribers

    File URL: https://libkey.io/10.1142/S0129183110015142?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Tél, Tamás & Vollmer, Jürgen & Mátyás, László, 2003. "Comments on the paper ‘Particles, maps and irreversible thermodynamics’ by E.G.D. Cohen, L. Rondoni, Physica A 306 (2002) 117," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 323(C), pages 323-326.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Davi Alves Oliveira & Hernane Borges de Barros Pereira, 2024. "Modeling texts with networks: comparing five approaches to sentence representation," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 97(6), pages 1-12, June.
    2. Hernane Pereira & Ludmilla Monfort Oliveira Sousa & Maíra Lima Souza & Thiago B. Murari & Marcelo A. Moret, 2024. "Overview of the initial phase of scientific production on COVID-19 during the pandemic," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 97(7), pages 1-11, July.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Rouhang Chen & Bing Qiu & Chaoying Zhang & Lingjiang Kong & Muren Liu, 2007. "A Study On The Evacuation Of People In A Hall Using The Cellular Automaton Model," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 18(03), pages 359-367.
    2. Bing Qiu & Huili Tan & Chaoying Zhang & Lingjiang Kong & Muren Liu, 2005. "Cellular Automaton Simulation Of The Escaping Pedestrian Flow In Corridor," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 16(02), pages 225-235.
    3. Serge Galam, 2008. "Sociophysics: A Review Of Galam Models," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 19(03), pages 409-440.
    4. Zhong-Jun Ding & Xiao-Yan Sun & Run-Ran Liu & Qiao-Ming Wang & Bing-Hong Wang, 2010. "Traffic Flow At A Signal Controlled T-Shaped Intersection," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 21(03), pages 443-455.
    5. A. N. S. Filho & G. F. Zebende & M. A. Moret, 2008. "Self-Affinity Of Vehicle Demand On The Ferry-Boat System," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 19(04), pages 665-669.
    6. Xin-Jian Xu & Liu-Ming Zhang & Li-Jie Zhang, 2010. "Mutual Selection In Network Evolution: The Role Of The Intrinsic Fitness," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 21(01), pages 129-135.
    7. Johannes Bonnekoh, 2003. "Monte Carlo Simulations Of The Ising And The Sznajd Model On Growing Barabási–Albert Networks," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 14(09), pages 1231-1235.
    8. K. Jetto & H. Ez-Zahraouy & A. Benyoussef, 2008. "The Investigation Of The Traffic Flow Behavior In Tollbooths Using Cellular Automaton Model," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 19(06), pages 903-915.
    9. J. R. R. Duarte & M. L. Lyra, 2010. "Optimal Directed Current Of A Brownian Motor Under A Non-Gaussian Noise Generated By A Multiplicative Process," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 21(06), pages 757-767.
    10. Maciej J. Mrowinski & Robert A. Kosinski, 2011. "Cellular Automata Models Of Evacuation On Staircase-Like Geometries," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 22(01), pages 71-84.
    11. Wenguo Weng & Yuji Hasemi & Weicheng Fan, 2006. "Motor Schema-Based Cellular Automaton Model For Pedestrian Dynamics," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 17(06), pages 853-859.
    12. Wei-Xing Zhou & Didier Sornette, 2003. "Nonparametric Analyses Of Log-Periodic Precursors To Financial Crashes," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 14(08), pages 1107-1125.
    13. Gui-Qing Zhang & Zi Yu & Qiu-Ying Yang & Tian-Lun Chen, 2011. "A Simple Neuron Network Based On Hebb'S Rule," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 22(07), pages 755-763.
    14. Rui Jiang & Bin Jia & Qing-Song Wu, 2004. "The Lane Expansion Effect Of The Tollbooth System On The Highway," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 15(05), pages 619-628.
    15. Shiyong Lan & Yiguang Liu & Bingbing Liu & Peng Sheng & Tao Wang & Xinsheng Li, 2011. "Effect Of Slopes In Highway On Traffic Flow," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 22(04), pages 319-331.
    16. Long Guo & Xu Cai, 2007. "Effects Of Complex System Structure And External Field In Opinion Formation," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 18(10), pages 1583-1590.
    17. Daniel R. Parisi & Claudio O. Dorso, 2006. "The Role Of Panic In The Room Evacuation Process," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 17(03), pages 419-434.
    18. Wen-Xing Zhu & Lei Jia, 2008. "Stability And Kink–Antikink Soliton Solution For Total Generalized Optimal Velocity Model," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 19(09), pages 1321-1335.
    19. Tie-Qiao Tang & Hai-Jun Huang & Hua-Yan Shang, 2010. "A Dynamic Model For The Heterogeneous Traffic Flow Consisting Of Car, Bicycle And Pedestrian," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 21(02), pages 159-176.
    20. Denis Horváth & Zoltán Kuscsik, 2007. "Structurally Dynamic Spin Market Networks," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 18(08), pages 1361-1374.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wsi:ijmpcx:v:21:y:2010:i:03:n:s0129183110015142. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Tai Tone Lim (email available below). General contact details of provider: http://www.worldscinet.com/ijmpc/ijmpc.shtml .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.