Sentiment Analysis of Gastronomic Posts from Colour Palettes and Narrative Content
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Altres documents de l'autoria: Casales-Garcia, Vicente; Sanz, Ismael; Museros, Lledó; Falomir, Zoe; González Abril, L.
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comunitat-uji-handle3:10234/146069
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INVESTIGACIONMetadades
Títol
Sentiment Analysis of Gastronomic Posts from Colour Palettes and Narrative ContentData de publicació
2023-11-01Editor
Ios PressISBN
9781643684482Cita bibliogràfica
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.Tipus de document
info:eu-repo/semantics/conferenceObjectVersió
info:eu-repo/semantics/publishedVersionParaules clau / Matèries
Resum
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. [-]
Publicat a
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 IntelligenceEntitat finançadora
Ministerio de Ciencia e Innovación
Codi del projecte o subvenció
RYC2019-027177-I / AEI / 10.13039/501100011033
Drets d'accés
© 2023 The Authors.
info:eu-repo/semantics/openAccess
info:eu-repo/semantics/openAccess