Fractal analysis and computational linguistics : a framework for understanding language

This research explores the convergence of fractal information theory and fractal geometry within computational linguistics. It also examines the application of the NooJ tool for structural analysis. The study posits that fractal analysis in computational linguistics offers a framework understand lan...

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Autores principales: Bucciarelli, Ritamaría, Terrone, Francesco, Enriquez, Javier Julian
Formato: Artículo revista
Lenguaje:Inglés
Publicado: Universidad Nacional de Rosario 2026
Materias:
análisis fractal
lingüística computacional
NooJ
tecnología de estados finitos
redes de transición recursivas
fractal analysis
computational linguistics
finite-state technology
recursive transition networks
Acceso en línea:https://aprendoconnooj.unr.edu.ar/index.php/revista/article/view/42
Aporte de:
Aprendo con NooJ de Universidad Nacional de Rosario
id I15-R219-article-42
record_format ojs
spelling I15-R219-article-422026-03-12T15:18:32Z Fractal analysis and computational linguistics : a framework for understanding language Análisis fractal y lingüística computacional: un marco para comprender el lenguaje Bucciarelli, Ritamaría Terrone, Francesco Enriquez, Javier Julian análisis fractal lingüística computacional NooJ tecnología de estados finitos redes de transición recursivas fractal analysis computational linguistics NooJ finite-state technology recursive transition networks This research explores the convergence of fractal information theory and fractal geometry within computational linguistics. It also examines the application of the NooJ tool for structural analysis. The study posits that fractal analysis in computational linguistics offers a framework understand language as an intricate, self-similar, and dynamic system. Patterns recur at multiple scales, such as phrases within sentences and sentences within paragraphs. Fractal analysis uses methodologies to identify non-normal distributions and long-range dependencies textual data. NooJ leverages finite-state technology to parse large corpora and construct linguistic resources, such as lexicons and grammars. Although NooJ primarily functions as a finite-state machine, its ability to manage recursive graph structures, particularly recursive transition networks, makes it suitable for analyzing fractal structures El propósito de este artículo es explorar la convergencia entre la teoría de la información fractal y la geometría fractal en el ámbito de la lingüística computacional. De este modo, se pretende analizar la aplicación de la herramienta NooJ en el análisis estructural. Se propone el análisis fractal en lingüística computacional como una posible solución, ya que proporciona un marco de referencia para comprender el lenguaje como un sistema intrincado, autosimilar y dinámico, en el que los patrones se repiten a través de diversas escalas, por ejemplo, frases dentro de oraciones y oraciones dentro de párrafos. El análisis fractal suele emplear metodologías diseñadas para identificar distribuciones no normales y dependencias de largo alcance dentro de los datos textuales. NooJ es una herramienta que aprovecha la tecnología de estados finitos para analizar corpus extensos y, en consecuencia, construir recursos lingüísticos estructurados, incluyendo léxicos y gramáticas. Aunque NooJ opera principalmente como un autómata de estados finitos, su capacidad para gestionar estructuras de gráficos recursivas, en particular redes de transición recursivas, lo hace adecuado para el análisis de estructuras fractales. Universidad Nacional de Rosario 2026-03-12 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Artículo revisado por pares application/pdf https://aprendoconnooj.unr.edu.ar/index.php/revista/article/view/42 10.35305/an.vi6.42 Aprendo con NooJ; Núm. 6 (2026) 2718-8574 eng https://aprendoconnooj.unr.edu.ar/index.php/revista/article/view/42/66 https://creativecommons.org/licenses/by-nc-sa/4.0
institution Universidad Nacional de Rosario
institution_str I-15
repository_str R-219
container_title_str Aprendo con NooJ
language Inglés
format Artículo revista
topic análisis fractal
lingüística computacional
NooJ
tecnología de estados finitos
redes de transición recursivas
fractal analysis
computational linguistics
NooJ
finite-state technology
recursive transition networks
spellingShingle análisis fractal
lingüística computacional
NooJ
tecnología de estados finitos
redes de transición recursivas
fractal analysis
computational linguistics
NooJ
finite-state technology
recursive transition networks
Bucciarelli, Ritamaría
Terrone, Francesco
Enriquez, Javier Julian
Fractal analysis and computational linguistics : a framework for understanding language
topic_facet análisis fractal
lingüística computacional
NooJ
tecnología de estados finitos
redes de transición recursivas
fractal analysis
computational linguistics
NooJ
finite-state technology
recursive transition networks
author Bucciarelli, Ritamaría
Terrone, Francesco
Enriquez, Javier Julian
author_facet Bucciarelli, Ritamaría
Terrone, Francesco
Enriquez, Javier Julian
author_sort Bucciarelli, Ritamaría
title Fractal analysis and computational linguistics : a framework for understanding language
title_short Fractal analysis and computational linguistics : a framework for understanding language
title_full Fractal analysis and computational linguistics : a framework for understanding language
title_fullStr Fractal analysis and computational linguistics : a framework for understanding language
title_full_unstemmed Fractal analysis and computational linguistics : a framework for understanding language
title_sort fractal analysis and computational linguistics : a framework for understanding language
description This research explores the convergence of fractal information theory and fractal geometry within computational linguistics. It also examines the application of the NooJ tool for structural analysis. The study posits that fractal analysis in computational linguistics offers a framework understand language as an intricate, self-similar, and dynamic system. Patterns recur at multiple scales, such as phrases within sentences and sentences within paragraphs. Fractal analysis uses methodologies to identify non-normal distributions and long-range dependencies textual data. NooJ leverages finite-state technology to parse large corpora and construct linguistic resources, such as lexicons and grammars. Although NooJ primarily functions as a finite-state machine, its ability to manage recursive graph structures, particularly recursive transition networks, makes it suitable for analyzing fractal structures
publisher Universidad Nacional de Rosario
publishDate 2026
url https://aprendoconnooj.unr.edu.ar/index.php/revista/article/view/42
work_keys_str_mv AT bucciarelliritamaria fractalanalysisandcomputationallinguisticsaframeworkforunderstandinglanguage
AT terronefrancesco fractalanalysisandcomputationallinguisticsaframeworkforunderstandinglanguage
AT enriquezjavierjulian fractalanalysisandcomputationallinguisticsaframeworkforunderstandinglanguage
AT bucciarelliritamaria analisisfractalylinguisticacomputacionalunmarcoparacomprenderellenguaje
AT terronefrancesco analisisfractalylinguisticacomputacionalunmarcoparacomprenderellenguaje
AT enriquezjavierjulian analisisfractalylinguisticacomputacionalunmarcoparacomprenderellenguaje
first_indexed 2026-04-04T05:25:01Z
last_indexed 2026-04-04T05:25:01Z
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