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Journal of Travel & Tourism Marketing Volume 33, 2016 - Issue 2
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Original Articles

Online Consumer Review Factors Affecting Offline Hotel Popularity: Evidence from Tripadvisor

Karen L. XieCorrespondence[email protected]
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Chihchien ChenView further author information
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Shinyi WuView further author information
Pages 211-223 | Received 29 Aug 2014, Accepted 08 May 2015, Published online: 08 Jul 2015

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Vera L. Miguéis & Henriqueta Nóvoa. (2017) Exploring Online Travel Reviews Using Data Analytics: An Exploratory Study. Service Science 9:4, pages 315-323.
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Antonio Marsi & Emanuela Randon. (2021) Tourist Tax and Ratings of Online Reviews. SSRN Electronic Journal.
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