Metadata language
Exploring memorable gastronomic experiences: Automatic topic modelling of TripAdvisor reviews
Subtitle:Geographia Polonica Vol. 96 No. 3 (2023)
Creator:
Nowacki, Marek
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Autor
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Stasiak, Andrzej
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Autor
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Niezgoda, Agnieszka
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Autor
turystyka kulinarna ; doświadczenia kulinarne ; Kraków ; zarządzanie restauracjami ; Latent Dirichlet Allocation ; analiza sentrymentalna
Abstract:
The article aims to identify memorable gastronomic experiences reported online and verify their relationships with the type of cuisine served and restaurant location. This study used text mining, LDA, Pearson’s chi-squared test and sentiment analysis. All 48,378 English reviews posted by TripAdvisor users concerning 155 restaurants in Krakow were scraped. Eight features that characterise MGEs were identified (service/staff, atmosphere, cuisine/food (taste), drinks, local specialities, location/setting, price & value and table booking). There are statistically significant differences in the frequency of the topic experiences depending on the location of restaurants in the city.
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0016-7282 (print) ; 2300-7362 (online) ; 10.7163/GPol.0261
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Digitizing institution:Instytut Geografii i Przestrzennego Zagospodarowania Polskiej Akademii Nauk
Original in: Projects co-financed by:Unia Europejska. Europejski Fundusz Rozwoju Regionalnego ; Program Operacyjny Innowacyjna Gospodarka, lata 2010-2014, Priorytet 2. Infrastruktura strefy B + R
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