Infant food users' perceptions of safety: A web-based analysis approach.

Autor:	Aline S; Centre National de la Recherche Scientifique (CNRS), Institut de Recherche en Informatique de Toulouse (IRIT), Institut National Polytechnique (INP), University of Toulouse, Toulouse, France., Hubert G; Centre National de la Recherche Scientifique (CNRS), Institut de Recherche en Informatique de Toulouse (IRIT), Institut National Polytechnique (INP), University of Toulouse, Toulouse, France., Pitarch Y; Centre National de la Recherche Scientifique (CNRS), Institut de Recherche en Informatique de Toulouse (IRIT), Institut National Polytechnique (INP), University of Toulouse, Toulouse, France., Thomopoulos R; Ingénierie des Agropolymères et Technologies Emergentes (IATE), Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement (INRAE), Institut Agro, University of Montpellier, Montpellier, France.
Jazyk:	angličtina
Zdroj:	Frontiers in artificial intelligence [Front Artif Intell] 2023 Feb 17; Vol. 6, pp. 1080950. Date of Electronic Publication: 2023 Feb 17 (Print Publication: 2023).
DOI:	10.3389/frai.2023.1080950
Abstrakt:	This paper aims to explore consumer beliefs about health hazards in infant foods by analyzing data gathered from the web, focusing on forums for parents in the UK. After selecting a subset of posts and classifying them by topic, according to the food product discussed and the health hazard discussed, two types of analyses were performed. Pearson correlation of term-occurrences highlighted what hazard-product pairs are most prevalent. Ordinary Least Squares (OLS) regression performed on sentiment measures generated from the texts provided significant results indicating positive or negative sentiment, objective or subjective language, and confident or unconfident modality associated with different food products and health hazards. The results allow comparison between perceptions obtained in different countries in Europe and may lead to recommendations concerning information and communication priorities. Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. (Copyright © 2023 Aline, Hubert, Pitarch and Thomopoulos.)
Databáze:	MEDLINE
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