Sentiment Analysis in Agriculture

Sentiment analysis is currently the most actively researched topic in the field of natural language processing, however, despite it being such a powerful tool, it is not very widely used in the agrarian sector. This research focuses on the discovery and analysis of scientific literature related to S...

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Bibliographic Details
Published in:AGRIS on-line Papers in Economics and Informatics 2021-03, Vol.13 (1), p.121-130
Main Authors: Novák, Jiří, Benda, Petr, Šilerová, Edita, Vaněk, Jiří, Kánská, Eva
Format: Article
Language:English
Subjects:
Agribusiness
Agricultural economics
Agriculture
Data mining
Dictionaries
Farmers
Food quality
Informatics
Language
Literature reviews
Machine learning
Methods
Natural language processing
Sentiment analysis
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Summary:Sentiment analysis is currently the most actively researched topic in the field of natural language processing, however, despite it being such a powerful tool, it is not very widely used in the agrarian sector. This research focuses on the discovery and analysis of scientific literature related to Sentiment analysis in agriculture, to provide an overview of how and where Sentiment analysis is used in the agrarian sector and which methods are most commonly used. This article also discusses which applications of Sentiment analysis yield the most benefits and suggests a direction for future research.
ISSN:1804-1930
1804-1930
DOI:10.7160/aol.2021.130109