Emotion and sentiment analysis with R: the case of The Museum of Anthropologies (Córdoba, Argentina)

Much has been said about the importance that feelings and emotions have for the social sciences and humanities, in general, and for museology, in particular. But little has been said about specific work proposals that allow them to be identified and analyzed. In this sense, this work aims to analyze...

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Detalles Bibliográficos
Autor principal: Vélaz, David
Formato: Artículo revista
Lenguaje:Español
Publicado: Facultad de Filosofía y Humanidades. Museo de Antropología 2024
Materias:
Museology
Sentiments
Emotions
R Language
Shyuzet
Museología
Sentimientos
Emociones
Lenguaje R
Museologia
Sentimentos
Emoções
Linguagem R
Acceso en línea:https://revistas.unc.edu.ar/index.php/antropologia/article/view/44124
Aporte de:
Revista del Museo de Antropología de Universidad Nacional de Córdoba
id I10-R372-article-44124
record_format ojs
institution Universidad Nacional de Córdoba
institution_str I-10
repository_str R-372
container_title_str Revista del Museo de Antropología
language Español
format Artículo revista
topic Museology
Sentiments
Emotions
R Language
Shyuzet
Museología
Sentimientos
Emociones
Lenguaje R
Shyuzet
Museologia
Sentimentos
Emoções
Linguagem R
Shyuzet
spellingShingle Museology
Sentiments
Emotions
R Language
Shyuzet
Museología
Sentimientos
Emociones
Lenguaje R
Shyuzet
Museologia
Sentimentos
Emoções
Linguagem R
Shyuzet
Vélaz, David
Vélaz, David
Vélaz, David
Emotion and sentiment analysis with R: the case of The Museum of Anthropologies (Córdoba, Argentina)
topic_facet Museology
Sentiments
Emotions
R Language
Shyuzet
Museología
Sentimientos
Emociones
Lenguaje R
Shyuzet
Museologia
Sentimentos
Emoções
Linguagem R
Shyuzet
author Vélaz, David
Vélaz, David
Vélaz, David
author_facet Vélaz, David
Vélaz, David
Vélaz, David
author_sort Vélaz, David
title Emotion and sentiment analysis with R: the case of The Museum of Anthropologies (Córdoba, Argentina)
title_short Emotion and sentiment analysis with R: the case of The Museum of Anthropologies (Córdoba, Argentina)
title_full Emotion and sentiment analysis with R: the case of The Museum of Anthropologies (Córdoba, Argentina)
title_fullStr Emotion and sentiment analysis with R: the case of The Museum of Anthropologies (Córdoba, Argentina)
title_full_unstemmed Emotion and sentiment analysis with R: the case of The Museum of Anthropologies (Córdoba, Argentina)
title_sort emotion and sentiment analysis with r: the case of the museum of anthropologies (córdoba, argentina)
description Much has been said about the importance that feelings and emotions have for the social sciences and humanities, in general, and for museology, in particular. But little has been said about specific work proposals that allow them to be identified and analyzed. In this sense, this work aims to analyze the feelings and emotions that the Museum of Anthropologies awakens among its visitors. A methodological proposal is presented from a programming environment in R Language that allows extrapolating feelings and emotions that underlie texts, in this case Google reviews. For this, different libraries are used, among which Shyuzet stands out. However, the work proposal is not exclusive to museums, but can be applied with different data samples in different institutions or cultural projects. Regarding the results obtained, a sentimental polarity is identified that can be considered markedly positive and a predominance of emotions that must be related to joy and trust, according to Robert Plutchik’s model.
publisher Facultad de Filosofía y Humanidades. Museo de Antropología
publishDate 2024
url https://revistas.unc.edu.ar/index.php/antropologia/article/view/44124
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spelling I10-R372-article-441242024-11-04T19:01:11Z Emotion and sentiment analysis with R: the case of The Museum of Anthropologies (Córdoba, Argentina) El análisis de sentimientos y emociones con R: el caso de El Museo de Antropologías (Córdoba, Argentina) A análise de sentimentos e emoções com o R: o caso do Museu de Antropologia (Córdoba, Argentina) Vélaz, David Vélaz, David Vélaz, David Museology Sentiments Emotions R Language Shyuzet Museología Sentimientos Emociones Lenguaje R Shyuzet Museologia Sentimentos Emoções Linguagem R Shyuzet Much has been said about the importance that feelings and emotions have for the social sciences and humanities, in general, and for museology, in particular. But little has been said about specific work proposals that allow them to be identified and analyzed. In this sense, this work aims to analyze the feelings and emotions that the Museum of Anthropologies awakens among its visitors. A methodological proposal is presented from a programming environment in R Language that allows extrapolating feelings and emotions that underlie texts, in this case Google reviews. For this, different libraries are used, among which Shyuzet stands out. However, the work proposal is not exclusive to museums, but can be applied with different data samples in different institutions or cultural projects. Regarding the results obtained, a sentimental polarity is identified that can be considered markedly positive and a predominance of emotions that must be related to joy and trust, according to Robert Plutchik’s model. Se ha hablado mucho de la importancia que los sentimientos y emociones tienen para las ciencias sociales y las humanidades, en general, y para la museología, en particular. Pero poco se ha dicho sobre propuestas de trabajo concretas que permitan identificarlas y analizarlas. En este sentido, este trabajo pretende analizar los sentimientos y emociones que el Museo de Antropologías despierta entre sus visitantes. Se presenta una propuesta metodológica desde un entorno de programación en Lenguaje R que permite extrapolar sentimientos y emociones que subyacen en textos, en este caso reseñas de Google. Para ello se hace uso de diferentes librerías, entre las que destaca Shyuzet. No obstante, la propuesta de trabajo no es exclusiva de las instituciones museísticas, sino que es susceptible de ser aplicada con diferentes muestras de datos en diferentes entidades o proyectos culturales. Respecto a los resultados obtenidos, se identifica una polaridad sentimental que puede considerarse como marcadamente positiva y un predominio de emociones que hay que poner en relación con la alegría y la confianza, según el modelo de Robert Plutchik. Muito tem sido dito sobre a importância dos sentimentos e das emoções para as ciências sociais e humanas em geral, e para a museologia em particular. Mas pouco se tem falado sobre propostas específicas de trabalho que permitam identificá-los e analisá-los. Nesse sentido, este artigo tem como objetivo analisar os sentimentos e emoções que o Museu de Antropologia desperta em seus visitantes. Apresenta-se uma proposta metodológica a partir de um ambiente de programação em linguagem R que nos permite extrapolar sentimentos e emoções subjacentes a textos, neste caso, as avaliações do Google. Para isso, são utilizadas diferentes bibliotecas, entre as quais se destaca a Shyuzet. No entanto, a proposta de trabalho não é exclusiva para instituições museológicas, mas pode ser aplicada com diferentes amostras de dados em diferentes entidades ou projetos culturais. Com relação aos resultados obtidos, identifica-se uma polaridade sentimental que pode ser considerada marcadamente positiva e uma predominância de emoções que devem estar relacionadas à alegria e à confiança, de acordo com o modelo de Robert Plutchik. Facultad de Filosofía y Humanidades. Museo de Antropología 2024-08-28 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Peer reviewed article Artículo revisado por pares Artigo revisado por pares application/pdf https://revistas.unc.edu.ar/index.php/antropologia/article/view/44124 10.31048/1852.4826.v17.n2.44124 Revista del Museo de Antropología; Vol. 17 No. 2 (2024); 145-158 Revista del Museo de Antropología; Vol. 17 Núm. 2 (2024); 145-158 Revista del Museo de Antropología; v. 17 n. 2 (2024); 145-158 1852-4826 1852-060X 10.31048/1852.4826.v17.n2 spa https://revistas.unc.edu.ar/index.php/antropologia/article/view/44124/46394 Derechos de autor 2024 David Vélaz https://creativecommons.org/licenses/by-nc-sa/4.0

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