Sentiment analysis applied to tourism: exploring tourist-generated content in the case of a wellness tourism destination

References

• Arean, M. (2019). 9 Requirement of wellness destination. ‘Recommended’ helping travel advisors sell well. Retrieved September 30, 2021, from https://recommend.com/get-inspired/wellness-travel/9-requirements-wellness-destination/.
   Google Scholar
• Brandão, F., Liberato, D., Teixeira, A. S., & Liberato, P. (2021). Motives for thermal tourism: An application to north and central Portugal. Sustainability, 13(22), 12688. https://doi.org/10.3390/su132212688.
   Web of Science ®Google Scholar
• Chen, W., Xu, Z., Zheng, X., Yu, Q., & Luo, Y. (2020). Research on sentiment classification of online travel review text. Applied Sciences, 10(15), 5275. https://doi.org/10.3390/app10155275
   Google Scholar
• Dini, M., & Pencarelli, T. (2021). Wellness tourism and the components of its offer system: A holistic perspective. Emerald Publishing Limited.
   Google Scholar
• El-Masri, M., Altrabsheh, N., & Mansour, H. (2017). Successes and challenges of Arabic sentiment analysis research: A literature review. Social Network Analysis and Mining, 7(1), 1–22. https://doi.org/10.1007/s13278-017-0474-x
   Google Scholar
• FFMS. (2024). 2010-2013: A mais longa e severa das crises. Comité de Datação dos Ciclos Económicos Portugueses. Fundação Portuguesa. Fundação Francisco Manuel dos Santos [FMFS]. Retrieved March 20, 2024, from https://ffms.pt/pt-pt/estudos/2010-2013-mais-longa-e-severa-das-crises
   Google Scholar
• Filieri, R., & McLeay, F. (2013). E-WOM and accommodation: An analysis of the factors that influence travelers’. Adoption of Information from Online Reviews. Journal of Travel Research, 53(1), 44–57.
   Google Scholar
• González-Rodríguez, M. R., Martínez-Torres, R., & Toral, S. (2016). Post-visit and pre-visit tourist destination image through eWOM sentiment analysis and perceived helpfulness. International Journal of Contemporary Hospitality Management, 28(11), 2609–2627. https://doi.org/10.1108/IJCHM-02-2015-0057
   Web of Science ®Google Scholar
• Han, H., Kiatkawsin, K., Koo, B., & Kim, W. (2020). Thai wellness tourism and quality: Comparison between Chinese and American visitors’ behaviors. Asia Pacific Journal of Tourism Research, 25(4), 424–440. https://doi.org/10.1080/10941665.2020.1737551
   Web of Science ®Google Scholar
• Huang, X., Han, Y., Meng, Q., Zeng, X., & Liao, H. (2022). Do the DMO and the tourists deliver the similar image? Research on representation of the health destination image based on UGC and the theory of discourse power: A case study of Bama, China. Sustainability, 14(2), 953. https://doi.org/10.3390/su14020953
   Web of Science ®Google Scholar
• Hutto, C., & Gilbert, E. (2014, May). Vader: A parsimonious rule-based model for sentiment analysis of social media text. In Proceedings of the International AAAI Conference on Web and Social Media (Vol. 8, No. 1, pp. 216–225).
   Google Scholar
• Jiang, Q., Chan, C. S., Eichelberger, S., Ma, H., & Pikkemaat, B. (2021). Sentiment analysis of online destination image of Hong Kong held by mainland Chinese tourists. Current Issues in Tourism, 24(17), 2501–2522. https://doi.org/10.1080/13683500.2021.1874312
   Web of Science ®Google Scholar
• Jovicic, D. Z. (2019). From the traditional understanding of tourism destination to the smart tourism destination. Current Issues in Tourism, 22(3), 276–282. https://doi.org/10.1080/13683500.2017.1313203
   Web of Science ®Google Scholar
• Kazakov, S., & Oyner, O. (2021). Wellness tourism: a perspective article. Tourism Review, 76(1), 58–63. https://doi.org/10.1108/TR-05-2019-0154
   Web of Science ®Google Scholar
• Kirilenko, A. P., Stepchenkova, S. O., Kim, H., & Li, X. (2017). Automated sentiment analysis in tourism: Comparison of approaches. Journal of Travel Research, 57(8), 1012–1025. https://doi.org/10.1177/0047287517729757
   Web of Science ®Google Scholar
• Klein-Hewett, H. (2021). Design as an indicator of tourist destination change: The concept renewal cycle at Watkins Glen State Park. Land, 10(4), 367. https://doi.org/10.3390/land10040367
   Web of Science ®Google Scholar
• Komilova, N. K., Usmanov, M. R., Safarova, N. I., Matchanova, A. E., & Murtazaeva, G. I. (2021). Tourist destination as an object of research of social and economic geography. Psychology and Education Journal, 58(1), 2058–2067. https://doi.org/10.17762/pae.v58i1.1082
   Google Scholar
• Krakover, S., & Corsale, A. (2021). Sieving tourism destinations: Decision-making processes and destination choice implications. Journal of Tourism, Heritage & Services Marketing (JTHSM), 7(1), 33–43.
   Google Scholar
• Lemi. (2021). Difference between spa, hot springs and wellness centres. Retrieved September 1, 202, from www.lemispa.com/difference-between-spa-hot-springs-and-wellness-centers/.
   Google Scholar
• Madeira, A., Correia, A., & Filipe, J. A. (2019). Understanding memorable enogastronomic experiences: A qualitative approach [PhD diss]. ISCTE. https://repositorio.iscte-iul.pt/handle/10071/27184.
   Google Scholar
• Medhat, W., Hassan, A., & Korashy, H. (2014). Sentiment analysis algorithms and applications: A survey. Ain Shams Engineering Journal, 5(4), 1093–1113. https://doi.org/10.1016/j.asej.2014.04.011
   Google Scholar
• Mountassir, A., Benbrahim, H., & Berrada, I. (2012). An empirical study to address the problem of unbalanced data sets in sentiment classification. In 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (pp. 3298-3303). IEEE.
   Google Scholar
• Muthukrishnan, H., Selvi, C. T., Deivakani, M., Subashini, V., & Kumar, S. G. (2021). Aspect-based sentiment analysis for tourist reviews. Annals of the Romanian Society for Cell Biology, 25(3), 5183–5194.
   Google Scholar
• Pan, X., Yang, Z., Han, F., Lu, Y., & Liu, Q. (2019). Evaluating potential areas for mountain wellness tourism: A case study of Ili, Xinjiang Province. Sustainability, 11(20), 5668. https://doi.org/10.3390/su11205668
   Web of Science ®Google Scholar
• Plzáková, L., & Stupková, C. (2019). Environment as a key factor of health and well-being tourism destinations in five European countries. IBIMA Business Review, 2019, 1947–3788. https://doi.org/10.5171/2019.611983
   Google Scholar
• Ren, G., & Hong, T. (2017). Investigating online destination images using a topic-based sentiment analysis approach. Sustainability, 9(10), 1765. https://doi.org/10.3390/su9101765
   Web of Science ®Google Scholar
• Rodrigues, H., Brochado, A., & Troilo, M. (2020). Listening to the murmur of water: essential satisfaction and dissatisfaction attributes of thermal and mineral spas. Journal of Travel & Tourism Marketing, 37(5), 649–661. https://doi.org/10.1080/10548408.2019.1633986
   Web of Science ®Google Scholar
• Roy, G. (2023). Travelers’ online review on hotel performance – Analyzing facts with the Theory of Lodging and sentiment analysis. International Journal of Hospitality Management, 111, 103459. https://doi.org/10.1016/j.ijhm.2023.103459
   Web of Science ®Google Scholar
• Stará, J., & Peterson, C. (2017). Understanding the concept of wellness for the future of the tourism industry: A literature review. Journal of Tourism & Services, 8(14), 18–119.
   Web of Science ®Google Scholar
• Suban, S. A. (2024). Spa tourism: understanding the relationship of tourist`s emotional experience, destination image, satisfaction, and intention to recommend using an integrated model. International Journal of Spa and Wellness, 7(1), 1–22. https://doi.org/10.1080/24721735.2024.2314943
   Google Scholar
• Supiot, A. (2010). A legal perspective on the economic crisis of 2008. International Labour Review, 149(2), 151–162. https://doi.org/10.1111/j.1564-913X.2010.00081.x
   Web of Science ®Google Scholar
• Thal, K. I., & Hudson, S. (2019). A conceptual model of wellness destination characteristics that contribute to psychological well-being. Journal of Hospitality & Tourism Research, 43(1), 41–57. https://doi.org/10.1177/1096348017704498
   Web of Science ®Google Scholar
• Valentine, N. A. (2016). Wellness tourism: Using tourists’ preference to evaluate the wellness tourism market in Jamaica. Review of Social Science, 1(3), 25–44.
   Google Scholar
• Vishwanathan, S. (2010). Sentiment analysis for movie reviews. In Proceeding of 3rd IRF International Conference (pp. 80-82), 10th May-2014, Goa, India. ISBN: 978-93-84209-15-5.
   Google Scholar
• Vu, H. Q., Li, G., Law, R., & Zhang, Y. (2019). Exploring tourist dining preferences based on restaurant reviews. Journal of Travel Research, 58(1), 149–167. https://doi.org/10.1177/0047287517744672
   Web of Science ®Google Scholar
• Wellness Tourism Association. (2022). Wellness Tourism Association. Retrieved September 20, 2022, from https://wellnesstourismassociation.org/member_directory/kathleen-lesage.
   Google Scholar
• Xia, L., Lee, T. J., & Kim, D. K. (2024). Relationships between motivation, service quality, tourist satisfaction, quality of life, and spa and wellness tourism. International Journal of Tourism Research, 26(1), e2624. https://doi.org/10.1002/jtr.2624
   Web of Science ®Google Scholar
• Żemła, M. (2016). Tourism destination: The networking approach. Moravian Geographical Reports, 24(4), 2–14. doi:10.1515/mgr-2016-0018
   Web of Science ®Google Scholar
• Zhang, J., Li, J., & Wu, X. (2021). Research about the development strategies of wellness tourism products—Take Phoenix valley forest as an example. International Conference on Education, Humanity and Language, Art (EHLA), 2021, 257–260.
   Google Scholar