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A comparative analysis of major online review platforms: Implications for social media analytics in hospitality and tourism

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  1. Xin Zhang & Jiaming Liu & He Zhu & Zongcai Huang & Shuying Zhang & Ping Li, 2021. "A Comparative Study of Customer Perceptions of Urban and Rural Bed and Breakfasts in Beijing: An Analysis of Online Reviews," Sustainability, MDPI, vol. 13(20), pages 1-15, October.
  2. Martin-Domingo, Luis & Martín, Juan Carlos & Mandsberg, Glen, 2019. "Social media as a resource for sentiment analysis of Airport Service Quality (ASQ)," Journal of Air Transport Management, Elsevier, vol. 78(C), pages 106-115.
  3. Alvaro Fierro & Ibon Aranburu, 2018. "Airbnb Branding: Heritage as a Branding Element in the Sharing Economy," Sustainability, MDPI, vol. 11(1), pages 1-14, December.
  4. Manosso, Franciele Cristina & Domareski Ruiz, Thays Cristina, 2021. "Using sentiment analysis in tourism research: A systematic, bibliometric, and integrative review," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 7, pages 16-27.
  5. Zheng Xiang & Qianzhou Du & Yufeng Ma & Weiguo Fan, 2018. "Assessing reliability of social media data: lessons from mining TripAdvisor hotel reviews," Information Technology & Tourism, Springer, vol. 18(1), pages 43-59, April.
  6. Harman Preet Singh & Mohammad Alshallaqi & Mohammed Altamimi, 2023. "Predicting Critical Factors Impacting Hotel Online Ratings: A Comparison of Religious and Commercial Destinations in Saudi Arabia," Sustainability, MDPI, vol. 15(15), pages 1-25, August.
  7. Yucheng Zhang & Zhiling Wang & Lin Xiao & Lijun Wang & Pei Huang, 2023. "Discovering the evolution of online reviews: A bibliometric review," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-22, December.
  8. Lasika Madhawa Munasinghe & Terans Gunawardhana & Nishani Champika Wickramaarachchi & Ranthilaka Gedara Ariyawansa, 2023. "Peer-to-Peer Accommodation User Experience: Evidence From Sri Lanka," SAGE Open, , vol. 13(4), pages 21582440231, October.
  9. Ludovik Coba & Laurens Rook & Markus Zanker, 2020. "Choosing between hotels: impact of bimodal rating summary statistics and maximizing behavioral tendency," Information Technology & Tourism, Springer, vol. 22(1), pages 167-186, March.
  10. Torabi, Zabih-Allah & Rezvani, Mohammad Reza & Hall, C. Michael & Allam, Zaheer, 2023. "On the post-pandemic travel boom: How capacity building and smart tourism technologies in rural areas can help - evidence from Iran," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
  11. Yuan Yuan & Tianhui You & Tian’ai Xu & Xun Yu, 2022. "Customer-Oriented Strategic Planning for Hotel Competitiveness Improvement Based on Online Reviews," Sustainability, MDPI, vol. 14(22), pages 1-30, November.
  12. Beatriz Moliner-Velázquez & Maria Fuentes-Blasco & Irene Gil-Saura, 2021. "Segmenting customers according to online word-of-mouth about hotels," Service Business, Springer;Pan-Pacific Business Association, vol. 15(1), pages 103-130, March.
  13. Tarmo Kalvet & Maarja Olesk & Marek Tiits & Janika Raun, 2020. "Innovative Tools for Tourism and Cultural Tourism Impact Assessment," Sustainability, MDPI, vol. 12(18), pages 1-30, September.
  14. Estela Marine-Roig, 2019. "Destination Image Analytics Through Traveller-Generated Content," Sustainability, MDPI, vol. 11(12), pages 1-23, June.
  15. Lee, Kiljae & Yu, Chunyan, 2018. "Assessment of airport service quality: A complementary approach to measure perceived service quality based on Google reviews," Journal of Air Transport Management, Elsevier, vol. 71(C), pages 28-44.
  16. Nisar, Tahir M. & Prabhakar, Guru, 2018. "Trains and Twitter: Firm generated content, consumer relationship management and message framing," Transportation Research Part A: Policy and Practice, Elsevier, vol. 113(C), pages 318-334.
  17. Woohyuk Kim & Sung-Bum Kim & Eunhye Park, 2021. "Mapping Tourists’ Destination (Dis)Satisfaction Attributes with User-Generated Content," Sustainability, MDPI, vol. 13(22), pages 1-16, November.
  18. Paolo E. Giordani & Francesco Rullani, 2020. "The Digital Revolution and COVID-19," Working Papers 06, Venice School of Management - Department of Management, Università Ca' Foscari Venezia.
  19. Hur, Kyungsuk & Kim, Taegoo Terry & Karatepe, Osman M. & Lee, Gyehee, 2017. "An exploration of the factors influencing social media continuance usage and information sharing intentions among Korean travellers," Tourism Management, Elsevier, vol. 63(C), pages 170-178.
  20. Susan (Sixue) Jia, 2021. "Analyzing Restaurant Customers’ Evolution of Dining Patterns and Satisfaction during COVID-19 for Sustainable Business Insights," Sustainability, MDPI, vol. 13(9), pages 1-15, April.
  21. Cristina Oliveira & Paulo Rita & Sérgio Moro, 2021. "Unveiling Island Tourism in Cape Verde through Online Reviews," Sustainability, MDPI, vol. 13(15), pages 1-14, July.
  22. Tata, Sai Vijay & Prashar, Sanjeev & Gupta, Sumeet, 2020. "An examination of the role of review valence and review source in varying consumption contexts on purchase decision," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
  23. Joshi Maharani Wibowo & Sugeng Hariadi, 2024. "Indonesia Sustainable Tourism Resilience in the COVID-19 Pandemic Era: Case Study of Five Indonesian Super- priority Destinations," Millennial Asia, , vol. 15(2), pages 236-258, June.
  24. Jun Shao & Xuesong Chang & Alastair M. Morrison, 2017. "How Can Big Data Support Smart Scenic Area Management? An Analysis of Travel Blogs on Huashan," Sustainability, MDPI, vol. 9(12), pages 1-17, December.
  25. Kim, Dohun & Lim, Chaehwan & Ha, Hun-Koo, 2024. "Comparative analysis of changes in passenger's perception for airline companies' service quality before and during COVID-19 using topic modeling," Journal of Air Transport Management, Elsevier, vol. 115(C).
  26. Josef Zelenka & Tracy Azubuike & Martina Pásková, 2021. "Trust Model for Online Reviews of Tourism Services and Evaluation of Destinations," Administrative Sciences, MDPI, vol. 11(2), pages 1-21, March.
  27. Yanhong Liu & Erwei Dong & Shiqi Li & Xiaowen Jie, 2020. "Cruise Tourism for Sustainability: An Exploration of Value Chain in Shenzhen Shekou Port," Sustainability, MDPI, vol. 12(7), pages 1-18, April.
  28. Ayat Zaki Ahmed & Manuel Rodríguez-Díaz, 2020. "Significant Labels in Sentiment Analysis of Online Customer Reviews of Airlines," Sustainability, MDPI, vol. 12(20), pages 1-18, October.
  29. Ramon Saura, Jose & Reyes-Menendez, Ana & Palos-Sanchez, Pedro & Filipe, Ferrão, 2019. "Discovering Ugc Communities To Drive Marketing Strategies: Leveraging Data Visualization," Journal of Tourism, Sustainability and Well-being, Cinturs - Research Centre for Tourism, Sustainability and Well-being, University of Algarve, vol. 7(3), pages 261-272.
  30. Sunyoung Hlee & Hanna Lee & Chulmo Koo, 2018. "Hospitality and Tourism Online Review Research: A Systematic Analysis and Heuristic-Systematic Model," Sustainability, MDPI, vol. 10(4), pages 1-27, April.
  31. Arpan Kumar Kar & Shweta Kumari Choudhary & P. Vigneswara Ilavarasan, 2023. "How can we improve tourism service experiences: insights from multi-stakeholders’ interaction," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 50(1), pages 73-89, March.
  32. Estela Marine-Roig, 2017. "Measuring Destination Image through Travel Reviews in Search Engines," Sustainability, MDPI, vol. 9(8), pages 1-18, August.
  33. Mariani, Marcello M. & Borghi, Matteo & Laker, Benjamin, 2023. "Do submission devices influence online review ratings differently across different types of platforms? A big data analysis," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
  34. Assiouras, Ioannis & Skourtis, George & Giannopoulos, Antonios & Buhalis, Dimitrios & Koniordos, Michalis, 2019. "Value co-creation and customer citizenship behavior," Annals of Tourism Research, Elsevier, vol. 78(C), pages 1-1.
  35. Yani Wang & Jun Wang & Tang Yao, 2019. "What makes a helpful online review? A meta-analysis of review characteristics," Electronic Commerce Research, Springer, vol. 19(2), pages 257-284, June.
  36. Ana-Maria Maric & Jovana Zoroja, 2019. "Travel and Accommodation Web Services: Usage in Selected European Countries," Interdisciplinary Description of Complex Systems - scientific journal, Croatian Interdisciplinary Society Provider Homepage: http://indecs.eu, vol. 17(2-B), pages 403-416.
  37. Wenzhi Cao & Xingen Yang & Yi Yang, 2023. "A Large-Scale Reviews-Driven Multi-Criteria Product Ranking Approach Based on User Credibility and Division Mechanism," Mathematics, MDPI, vol. 11(13), pages 1-19, July.
  38. Hui Zhang & Zancai Xia & Jiaxi Wang, 2024. "Spatiotemporal Changes in China’s Tourism Industry Development," Sustainability, MDPI, vol. 16(8), pages 1-31, April.
  39. Dias Satria & Joshi Maharani Wibowo, 2021. "Big Data Analysis of Sustainable Tourism Competitiveness in East Java Province," Academica Turistica - Tourism and Innovation Journal, University of Primorska Press, vol. 14(2), pages 189-203.
  40. John, Surej P. & De'Villiers, Rouxelle, 2020. "Elaboration of marketing communication through visual media: An empirical analysis," Journal of Retailing and Consumer Services, Elsevier, vol. 54(C).
  41. Chung-Ming Chuang, 2023. "The conceptualization of smart tourism service platforms on tourist value co-creation behaviours: an integrative perspective of smart tourism services," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-16, December.
  42. Jimenez-Marquez, Jose Luis & Gonzalez-Carrasco, Israel & Lopez-Cuadrado, Jose Luis & Ruiz-Mezcua, Belen, 2019. "Towards a big data framework for analyzing social media content," International Journal of Information Management, Elsevier, vol. 44(C), pages 1-12.
  43. Vladimir Vargas-Calderón & Andreina Moros Ochoa & Gilmer Yovani Castro Nieto & Jorge E. Camargo, 2021. "Machine learning for assessing quality of service in the hospitality sector based on customer reviews," Information Technology & Tourism, Springer, vol. 23(3), pages 351-379, September.
  44. Qiao, Guanghui & Song, Hanqi & Prideaux, Bruce & Huang, Songshan (Sam), 2023. "The “unseen” tourism: Travel experience of people with visual impairment," Annals of Tourism Research, Elsevier, vol. 99(C).
  45. Xu, Xun & Lee, Chieh, 2020. "Utilizing the platform economy effect through EWOM: Does the platform matter?," International Journal of Production Economics, Elsevier, vol. 227(C).
  46. Sheng, Jie & Amankwah-Amoah, Joseph & Wang, Xiaojun, 2017. "A multidisciplinary perspective of big data in management research," International Journal of Production Economics, Elsevier, vol. 191(C), pages 97-112.
  47. Li, Chunqing & Guo, Shuojia & Wang, ChengLu & Zhang, Jieli, 2019. "Veni, vidi, vici: The impact of social media on virtual acculturation in tourism context," Technological Forecasting and Social Change, Elsevier, vol. 145(C), pages 513-522.
  48. Osterbrink Lars & Alpar Paul & Seher Alexander, 2020. "Influence of Images in Online Reviews for Search Goods on Helpfulness," Review of Marketing Science, De Gruyter, vol. 18(1), pages 43-73, September.
  49. Shuhua Yin & Chengzhou Fu & Guangquan Dai, 2023. "Exploring the Festival Attendees’ Experiences on Social Media: A Study on the Guangzhou International Light Festival," SAGE Open, , vol. 13(1), pages 21582440221, January.
  50. Kim, Taeyong & Hwang, Seungsoo & Kim, Minkyung, 2022. "Text analysis of online customer reviews for products in the FCB quadrants: Procedure, outcomes, and implications," Journal of Business Research, Elsevier, vol. 150(C), pages 676-689.
  51. Adnan Muhammad Shah & Xiangbin Yan & Samia Tariq & Salim Khan, 2021. "Listening to the patient voice: using a sentic computing model to evaluate physicians’ healthcare service quality for strategic planning in hospitals," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(1), pages 173-201, February.
  52. Seungju Nam & Hyun Cheol Lee, 2019. "A Text Analytics-Based Importance Performance Analysis and Its Application to Airline Service," Sustainability, MDPI, vol. 11(21), pages 1-24, November.
  53. Barış-Tüzemen Özge & Tüzemen Samet & Çelik Ali Kemal, 2023. "Sentiment analysis of reviews on cappadocia: The land of beautiful horses in the eyes of tourists," European Journal of Tourism, Hospitality and Recreation, Sciendo, vol. 13(2), pages 188-197, December.
  54. Shuang Song & Hidenori Kawamura & Junichi Uchida & Hajime Saito, 2019. "Determining tourist satisfaction from travel reviews," Information Technology & Tourism, Springer, vol. 21(3), pages 337-367, September.
  55. Kelley A. McClinchey & Frederic Dimanche, 2023. "Discourses of Fear in Online News Media: Implications for Perceived Risk of Travel," Tourism and Hospitality, MDPI, vol. 4(1), pages 1-14, March.
  56. Eleni Mavragani & Paraskevi Nikolaidou & Efi Theodoraki, 2019. "Traveler segmentation through Social Media for intercultural marketing purposes: The case of Halkidiki," Post-Print hal-02458464, HAL.
  57. Chuanming Sun & Xingyu Chai & Qing Fan & Wenyuan Zhang, 2023. "The Impact of Hygiene Factors on Online Hotel Consumption in China during the COVID-19 Pandemic," Sustainability, MDPI, vol. 15(4), pages 1-16, February.
  58. Xinxin Guo & Juho Pesonen & Raija Komppula, 2021. "Comparing online travel review platforms as destination image information agents," Information Technology & Tourism, Springer, vol. 23(2), pages 159-187, June.
  59. Mavragani, Eleni & Nikolaidou, Paraskevi & Theodoraki, Efi, 2019. "Traveler segmentation through Social Media for intercultural marketing purposes: The case of Halkidiki," MPRA Paper 93526, University Library of Munich, Germany.
  60. Zachlod, Cécile & Samuel, Olga & Ochsner, Andrea & Werthmüller, Sarah, 2022. "Analytics of social media data – State of characteristics and application," Journal of Business Research, Elsevier, vol. 144(C), pages 1064-1076.
  61. Eva Martin-Fuentes & Jorge Nieto Ferrando & Estela Marine-Roig & Berta Ferrer-Rosell, 2020. "From Blockbuster to Neighbourhood Buster: The Effect of Films on Barcelona," Sustainability, MDPI, vol. 12(6), pages 1-16, March.
  62. Wafa Shafqat & Yung-Cheol Byun, 2019. "A Recommendation Mechanism for Under-Emphasized Tourist Spots Using Topic Modeling and Sentiment Analysis," Sustainability, MDPI, vol. 12(1), pages 1-26, December.
  63. Han, Shuihua & Jia, Xinyun & Chen, Xinming & Gupta, Shivam & Kumar, Ajay & Lin, Zhibin, 2022. "Search well and be wise: A machine learning approach to search for a profitable location," Journal of Business Research, Elsevier, vol. 144(C), pages 416-427.
  64. Ashish K. Rathore & Arpan K. Kar & P. Vigneswara Ilavarasan, 2017. "Social Media Analytics: Literature Review and Directions for Future Research," Decision Analysis, INFORMS, vol. 14(4), pages 229-249, December.
  65. Carmela Iorio & Giuseppe Pandolfo & Antonio D’Ambrosio & Roberta Siciliano, 2020. "Mining big data in tourism," Quality & Quantity: International Journal of Methodology, Springer, vol. 54(5), pages 1655-1669, December.
  66. Diana Foris & Alina Simona Tecau & Madalina Hartescu & Tiberiu Foris, 2020. "Relevance of the features regarding the performance of booking websites," Tourism Economics, , vol. 26(6), pages 1021-1041, September.
  67. Xu, Xun & Zeng, Shuo & He, Yuanjie, 2021. "The impact of information disclosure on consumer purchase behavior on sharing economy platform Airbnb," International Journal of Production Economics, Elsevier, vol. 231(C).
  68. Hajek, Petr & Sahut, Jean-Michel, 2022. "Mining behavioural and sentiment-dependent linguistic patterns from restaurant reviews for fake review detection," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
  69. Pulina, Manuela & Santoni , Valentina, 2018. "Hotel online pricing policy: A review and a regional case study," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 42, pages 93-111.
  70. Diana Foris & Natalia Crihalmean & Tiberiu Foris, 2020. "Exploring the Environmental Practices in Hospitality through Booking Websites and Online Tourist Reviews," Sustainability, MDPI, vol. 12(24), pages 1-18, December.
  71. Ulrich Gunter & Irem Önder & Stefan Gindl, 2019. "Exploring the predictive ability of LIKES of posts on the Facebook pages of four major city DMOs in Austria," Tourism Economics, , vol. 25(3), pages 375-401, May.
  72. Brzozowska-Woś Magdalena & Schivinski Bruno, 2019. "The Effect of Online Reviews on Consumer-Based Brand Equity: Case-Study of the Polish Restaurant Sector," Journal of Management and Business Administration. Central Europe, Sciendo, vol. 27(3), pages 2-27, September.
  73. Gang Ren & Taeho Hong, 2017. "Investigating Online Destination Images Using a Topic-Based Sentiment Analysis Approach," Sustainability, MDPI, vol. 9(10), pages 1-18, September.
  74. Samira FRIOUI & Amel GRAA, 2024. "Bibliometric Analysis of Artificial Intelligence in the Scope of E-Commerce: Trends and Progress over the Last Decade," Management and Economics Review, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 9(1), pages 5-24, February.
  75. Cristina Franciele & Thays Christina Domareski Ruiz, 2021. "Using sentiment analysis in tourism research: A systematic, bibliometric, and integrative review," Post-Print hal-03373984, HAL.
  76. I-Cheng Chang & Jeou-Shyan Horng & Chih-Hsing Liu & Sheng-Fang Chou & Tai-Yi Yu, 2022. "Exploration of Topic Classification in the Tourism Field with Text Mining Technology—A Case Study of the Academic Journal Papers," Sustainability, MDPI, vol. 14(7), pages 1-21, March.
  77. Naseer Abbas Khan & Robin Maialeh & Maria Akhtar & Muhammad Ramzan, 2024. "The Role of AI Self-Efficacy in Religious Contexts in Public Sector: The Social Cognitive Theory Perspective," Public Organization Review, Springer, vol. 24(3), pages 1015-1036, September.
  78. Dube Kaitano & Nhamo Godwell, 2020. "Tourist perceptions and attitudes regarding the impacts of climate change on Victoria Falls," Bulletin of Geography. Socio-economic Series, Sciendo, vol. 47(47), pages 27-44, March.
  79. K Thirumaran & Haejin Jang & Zahra Pourabedin & Jacob Wood, 2021. "The Role of Social Media in the Luxury Tourism Business: A Research Review and Trajectory Assessment," Sustainability, MDPI, vol. 13(3), pages 1-13, January.
  80. Karin Högberg & Anna Karin Olsson, 2019. "Framing organizational social media: a longitudinal study of a hotel chain," Information Technology & Tourism, Springer, vol. 21(2), pages 209-236, June.
  81. Estela Marine-Roig & Berta Ferrer-Rosell & Natalia Daries & Eduard Cristobal-Fransi, 2019. "Measuring Gastronomic Image Online," IJERPH, MDPI, vol. 16(23), pages 1-21, November.
  82. Xiaobin Zhang & Hak-Seon Kim, 2021. "Customer Experience and Satisfaction of Disneyland Hotel through Big Data Analysis of Online Customer Reviews," Sustainability, MDPI, vol. 13(22), pages 1-17, November.
  83. Guizzardi, Andrea & Pons, Flavio Maria Emanuele & Angelini, Giovanni & Ranieri, Ercolino, 2021. "Big data from dynamic pricing: A smart approach to tourism demand forecasting," International Journal of Forecasting, Elsevier, vol. 37(3), pages 1049-1060.
  84. Wu, Jia-Jhou & Chang, Sue-Ting, 2020. "Exploring customer sentiment regarding online retail services: A topic-based approach," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
  85. Pásková Martina & Hruška Jan & Zelenka Josef, 2018. "YouTube as an Airlines Marketing Tool," Czech Journal of Tourism, Sciendo, vol. 7(1), pages 45-69, June.
  86. Gelashvili, Vera & Martínez-Navalón, Juan Gabriel & DeMatos, Nelson & de Brito Correia, Marisol, 2024. "Technological transformation: The importance of E-WOM and perceived privacy in the context of opinion platforms," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
  87. Taegoo Terry Kim & Osman M. Karatepe & Gyehee Lee & Hande Demiral, 2018. "Do Gender and Prior Experience Moderate the Factors Influencing Attitude toward Using Social Media for Festival Attendance?," Sustainability, MDPI, vol. 10(10), pages 1-19, September.
  88. Liu, Zhenyuan & Geng, Ruoqi & Tse, Ying Kei (Mike) & Han, Shuihua, 2023. "Mapping the relationship between social media usage and organizational performance: A meta-analysis," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
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