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Application of statistics to framing and text mining in communication studies;
Aplicaciones de la estadística al framing y la minería de texto en estudios de comunicación

Creators:Arce García, Sergio; Universidad Internacional de La Rioja (UNIR). Escuela Superior de Ingeniería y Tecnología (ESIT), España, Menéndez Menéndez, María Isabel; Universidad de Burgos, Facultad de Humanidades y Comunicación, España
2018-12-06

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Descripción

Techniques of discourse analysis in the media have undergone a great evolution thanks to the ‘framing’ theory, but over time it has been perceived that the researchers’ studies could include high levels of subjectivity. To solve this problem, more objective methodologies have been developed, adapting statistical techniques to the examination of the main frames; cluster analysis being one of the most significant elements within these processes. More recent methods, such as text mining, propose the analysis to be entirely done through computer algorithms with morphological knowledge of different languages. This article approaches the state of the art of these methodologies, their most outstanding tools and the computer softwares that help in the statistical analysis of framing, with the aim of systematizing the options that are currently available for communication research.

Las técnicas de análisis del discurso de los medios de comunicación han experimentado una gran evolución gracias a la teoría del framing, pero con el tiempo se ha percibido que el estudio realizado por los investigadores podría presentar una elevada subjetividad. Para solventar este problema, se han desarrollado metodologías de trabajo más objetivas, adaptando técnicas estadísticas para el examen de los marcos o encuadres principales, siendo el análisis de cluster uno de los elementos más significativos. Otras metodologías posteriores, como la minería de texto, llegan a plantear un análisis enteramente realizado a través de algoritmos informáticos, con conocimientos morfológicos de los distintos idiomas. En el presente texto se expone el estado de la cuestión de estas metodologías, sus herramientas más destacadas y los programas informáticos que ayudan en el análisis estadístico del framing con el objetivo de sistematizar las opciones actualmente disponibles para las investigaciones en comunicación.

Metadatos destacados

Colecciones
Información, cultura y sociedad

Editor

Instituto de Investigaciones Bibliotecológicas (FFyL-UBA)

Fuente

Información, cultura y sociedad; No 39; 61-70, Información, cultura y sociedad; No 39; 61-70, Información, cultura y sociedad; No 39; 61-70

Citación

Arce García, Sergio; Universidad Internacional de La Rioja (UNIR). Escuela Superior de Ingeniería y Tecnología (ESIT), España y Menéndez Menéndez, María Isabel; Universidad de Burgos, Facultad de Humanidades y Comunicación, España, “Application of statistics to framing and text mining in communication studies,” Archivo PPCT, consulta 1 de abril de 2026, http://archivoppct.caicyt.gov.ar/items/show/6473.

Dublin Core

Materia

Autor

Arce García, Sergio; Universidad Internacional de La Rioja (UNIR). Escuela Superior de Ingeniería y Tecnología (ESIT), España
Menéndez Menéndez, María Isabel; Universidad de Burgos, Facultad de Humanidades y Comunicación, España

Fuente

Información, cultura y sociedad; No 39; 61-70
Información, cultura y sociedad; No 39; 61-70
Información, cultura y sociedad; No 39; 61-70

Editor

Instituto de Investigaciones Bibliotecológicas (FFyL-UBA)

Fecha

2018-12-06

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Authors publishing in this journal acknowledge the conditions below: Authors retain the copyright of their work while they transfer the right of the first publishing to the journal, under the Creative Commons Attribution-Noncommercial-No Derivative Works 3.0 Unported Licence, which allows third parties to reproduce them under the condition that express mention is given to the author and to its original publication in the journal. Authors may enter into other contractual and independent arrangements for the non-exclusive distribution of the version of the article published in this journal (for instance, it can be published in an institutional repository or in a book). In any case, an express mention should be given to its first publication in the journal. It is permitted and encouraged to publish online the articles (for example, on institutional or personal pages).

Formato

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spa

Tipo

info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion