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TripAdvisor Restaurant Customer Reviews Analysis in Bangkok, Thailand

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dc.contributor.author Pleerux N.
dc.contributor.author Boonpook W.
dc.contributor.author Chaiyo A.
dc.contributor.author Nardkulpat A.
dc.contributor.other Srinakharinwirot University
dc.date.accessioned 2023-11-15T02:08:54Z
dc.date.available 2023-11-15T02:08:54Z
dc.date.issued 2023
dc.identifier.uri https://www.scopus.com/inward/record.uri?eid=2-s2.0-85149996034&doi=10.1109%2fCyMaEn57228.2023.10050971&partnerID=40&md5=5ff32426d1d94d280b3521d83b62c16d
dc.identifier.uri https://ir.swu.ac.th/jspui/handle/123456789/29525
dc.description.abstract There are currently a plethora of customer reviews online through websites such as TripAdvisor that can be utilized to satisfy customer needs. This study examined TripAdvisor restaurant reviews in Bangkok during 2007-2021 using the VADER model. Customer reviews were classified into three categories: positive, neutral, and negative. A total of 5,728 restaurants and 105,205 reviews were found from TripAdvisor during the study period. In 2019, it obtained the most reviews with 17,969 while 2016 recorded the most negative reviews. Meanwhile, the COVID19 pandemic has caused a significant decline in the number of reviews. The findings showed that both quantitative and qualitative dimensions of consumer feedbacks on restaurants could be used to improve the restaurant business and adapt to changes in customer preferences. © 2023 IEEE.
dc.publisher Institute of Electrical and Electronics Engineers Inc.
dc.subject customer satisfaction
dc.subject natural language processing
dc.subject sentiment analysis
dc.subject TripAdvisor
dc.subject VADER
dc.title TripAdvisor Restaurant Customer Reviews Analysis in Bangkok, Thailand
dc.type Conference paper
dc.rights.holder Scopus
dc.identifier.bibliograpycitation 2023 International Conference on Cyber Management and Engineering, CyMaEn 2023. Vol , No. (2023), p.536-539
dc.identifier.doi 10.1109/CyMaEn57228.2023.10050971


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