Sentiment Analysis of Gastronomic Posts from Colour Palettes and Narrative Content
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Otros documentos de la autoría: Casales-Garcia, Vicente; Sanz, Ismael; Museros, Lledó; Falomir, Zoe; González Abril, L.
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Mostrar el registro completo del ítemcomunitat-uji-handle:10234/9
comunitat-uji-handle2:10234/7036
comunitat-uji-handle3:10234/146069
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Título
Sentiment Analysis of Gastronomic Posts from Colour Palettes and Narrative ContentFecha de publicación
2023-11-01Editor
Ios PressISBN
9781643684482Cita bibliográfica
GONZALEZ-ABRIL, L. Sentiment Analysis of Gastronomic Posts from Colour Palettes and Narrative Content. En Artificial Intelligence Research and Development: Proceedings of the 25th International Conference of the Catalan Association for Artificial Intelligence. IOS Press, 2023. p. 311-319.Tipo de documento
info:eu-repo/semantics/conferenceObjectVersión
info:eu-repo/semantics/publishedVersionPalabras clave / Materias
Resumen
This paper presents an approach for analysing gastronomic images and
also their related comments published by the Getcookingcanada Instagram ac count, which belongs to a cooking school. Our approach processes the ... [+]
This paper presents an approach for analysing gastronomic images and
also their related comments published by the Getcookingcanada Instagram ac count, which belongs to a cooking school. Our approach processes the published
images to calculate the moods that the image can generate depending on its colour
palette, and also analyses the comments related to each publication for determining
the positive or negative sentiment associated to them. A dataset containing all these
data has been built, and then the correlations among the data has been developed in
order to explain the relation between the mood adjectives and the result of the senti ment analysis of the comments of the food images. 673 food images were analysed;
the data analysis was carried out using the Kruskal-Wallis one-way ANOVA test
on ranks and Jonckheere-Terpstra’s test. Our results show that there is a significant
difference between the different adjectives in terms of sentiment analysis. [-]
Publicado en
Artificial Intelligence Research and Development: Proceedings of the 25th International Conference of the Catalan Association for Artificial Intelligence. IOS Press, 2023. 25th International Conference of the Catalan Association for Artificial IntelligenceEntidad financiadora
Ministerio de Ciencia e Innovación
Código del proyecto o subvención
RYC2019-027177-I / AEI / 10.13039/501100011033
Derechos de acceso
© 2023 The Authors.
info:eu-repo/semantics/openAccess
info:eu-repo/semantics/openAccess