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1-4 of 4
Keywords: Text mining
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Journal Articles
Assessing the nexus of label content and consumer reviews: insights from premium wines on Vivino
Available to Purchase
International Journal of Wine Business Research (2025) 37 (3): 403–424.
Published: 30 January 2025
... uses text mining, image mining and topic modeling techniques to analyze a data set of 444 highly rated Portuguese wines and 993,945 consumer reviews from Vivino. It examines the overlap between topics discussed in consumer reviews and the information provided on wine labels. Findings The findings...
Journal Articles
Big data analysis of Spanish wine consumers reviews
Available to Purchase
International Journal of Wine Business Research (2025) 37 (1): 55–86.
Published: 21 November 2024
... the vocabulary used in reviews on wine written by experts and amateurs on the specialized website is useful for those consumers who wish to search for information on this website to choose a wine. Design/methodology/approach The analysis combines text mining, Natural Language Processing and the Biterm Topic...
Journal Articles
Analyzing TripAdvisor reviews of wine tours: an approach based on text mining and sentiment analysis
Open Access
International Journal of Wine Business Research (2022) 34 (2): 212–236.
Published: 21 October 2021
... the points of strength and weakness. Design/methodology/approach The study combines approaches of text mining, sentiment analysis and natural language processing, drawing on data from the TripAdvisor platform, obtaining through an automatic procedure 9,616 reviews from 600 tours in the years 2010–2020...
Journal Articles
Online branding strategy for wine tourism competitiveness
Available to Purchase
International Journal of Wine Business Research (2019) 31 (2): 130–150.
Published: 07 June 2019
... it with online brand identity. Design/methodology/approach The AWC framework is designed to extract information from the Web, process it through text-mining techniques – cluster analysis – and interpret it from three perspectives – functional, holistic and sensitive. The operative framework was applied...
