A Thousand Words Express a Common Idea? Understanding International Tourists’ Reviews of Mt. Huangshan, China, through a Deep Learning Approach
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- Collins-Kreiner, Noga & Kliot, Nurit, 2016. "Particularism vs. Universalism in Hiking Tourism," Annals of Tourism Research, Elsevier, vol. 56(C), pages 132-137.
- David M. Fisher & Spencer A. Wood & Young-Hee Roh & Choong-Ki Kim, 2019. "The Geographic Spread and Preferences of Tourists Revealed by User-Generated Information on Jeju Island, South Korea," Land, MDPI, vol. 8(5), pages 1-17, April.
- Artem Timoshenko & John R. Hauser, 2019. "Identifying Customer Needs from User-Generated Content," Marketing Science, INFORMS, vol. 38(1), pages 1-20, January.
- Ashlee Humphreys & Rebecca Jen-Hui Wang & Eileen FischerEditor & Linda PriceAssociate Editor, 2018. "Automated Text Analysis for Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 44(6), pages 1274-1306.
- Meng Wang, 2020. "Applying Internet information technology combined with deep learning to tourism collaborative recommendation system," PLOS ONE, Public Library of Science, vol. 15(12), pages 1-18, December.
- Gary Akehurst, 2009. "User generated content: the use of blogs for tourism organisations and tourism consumers," Service Business, Springer;Pan-Pacific Business Association, vol. 3(1), pages 51-61, March.
- Sergej Schmunk & Wolfram Höpken & Matthias Fuchs & Maria Lexhagen, 2013. "Sentiment Analysis: Extracting Decision-Relevant Knowledge from UGC," Springer Books, in: Zheng Xiang & Iis Tussyadiah (ed.), Information and Communication Technologies in Tourism 2014, edition 127, pages 253-265, Springer.
- Estela Marine-Roig & Salvador Anton Clave, 2015. "A Method for Analysing Large-Scale UGC Data for Tourism: Application to the Case of Catalonia," Springer Books, in: Iis Tussyadiah & Alessandro Inversini (ed.), Information and Communication Technologies in Tourism 2015, edition 127, pages 3-17, Springer.
- Mike W. Peng & Yuan Li & Longwei Tian, 2016. "Tian-ren-he-yi strategy: An Eastern perspective," Asia Pacific Journal of Management, Springer, vol. 33(3), pages 695-722, September.
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- Alastair M. Morrison, 2022. "Editorial: Land Issues and Their Impact on Tourism Development," Land, MDPI, vol. 11(5), pages 1-6, April.
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Keywords
deep learning; landscape; tourist experience; landscape experience; tourist review; BERT; natural language processing;All these keywords.
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