Literature DB >> 23030867

Generalized Hurst exponent and multifractal function of original and translated texts mapped into frequency and length time series.

M Ausloos1.   

Abstract

A nonlinear dynamics approach can be used in order to quantify complexity in written texts. As a first step, a one-dimensional system is examined: two written texts by one author (Lewis Carroll) are considered, together with one translation into an artificial language (i.e., Esperanto) are mapped into time series. Their corresponding shuffled versions are used for obtaining a baseline. Two different one-dimensional time series are used here: one based on word lengths (LTS), the other on word frequencies (FTS). It is shown that the generalized Hurst exponent h(q) and the derived f(α) curves of the original and translated texts show marked differences. The original texts are far from giving a parabolic f(α) function, in contrast to the shuffled texts. Moreover, the Esperanto text has more extreme values. This suggests cascade model-like, with multiscale time-asymmetric features as finally written texts. A discussion of the difference and complementarity of mapping into a LTS or FTS is presented. The FTS f(α) curves are more opened than the LTS ones.

Entities:  

Year:  2012        PMID: 23030867     DOI: 10.1103/PhysRevE.86.031108

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  5 in total

1.  The Fractal Patterns of Words in a Text: A Method for Automatic Keyword Extraction.

Authors:  Elham Najafi; Amir H Darooneh
Journal:  PLoS One       Date:  2015-06-19       Impact factor: 3.240

2.  Long-Range Correlations in Sentence Series from A Story of the Stone.

Authors:  Tianguang Yang; Changgui Gu; Huijie Yang
Journal:  PLoS One       Date:  2016-09-20       Impact factor: 3.240

3.  Evolution of scaling behaviors embedded in sentence series from A Story of the Stone.

Authors:  Yue Yang; Changgui Gu; Qin Xiao; Huijie Yang
Journal:  PLoS One       Date:  2017-02-14       Impact factor: 3.240

4.  Recurrence Networks in Natural Languages.

Authors:  Edgar Baeza-Blancas; Bibiana Obregón-Quintana; Candelario Hernández-Gómez; Domingo Gómez-Meléndez; Daniel Aguilar-Velázquez; Larry S Liebovitch; Lev Guzmán-Vargas
Journal:  Entropy (Basel)       Date:  2019-05-23       Impact factor: 2.524

5.  Coupled Criticality Analysis of Inflation and Unemployment.

Authors:  Zahra Koohi Lai; Ali Namaki; Ali Hosseiny; Gholamreza Jafari; Marcel Ausloos
Journal:  Entropy (Basel)       Date:  2020-12-30       Impact factor: 2.524

  5 in total

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