Exploring Online Travel Reviews Using Data Analytics: An Exploratory Study

References

• Abraham Pizam, Valeriya Shapoval, Taylor Ellis (2016) Customer satisfaction and its measurement in hospitality enterprises: A revisit and update. Internat. J. Contemporary Hospitality Management 28(1):2–35.Crossref, Google Scholar
• de Albornoz JC, Plaza L, Gervás P, Diaz A (2011) A joint model for feature mining and sentiment analysis for product review rating. Clough P, Foley C, Gurrin C, Jones GJF, Kraaij W, Lee H, Mudoch V, eds. Advances in Information Retrieval. Lecture Notes in Computer Science, Vol. 6611 (Springer-Verlag, Berlin), 55–66.Crossref, Google Scholar
• Ayeh JK, Au N, Law R (2013) “Do we believe in TripAdvisor?”; Examining credibility perceptions and online travelers’ attitude toward using user-generated content. J. Travel Res. 52(4):437–452.Crossref, Google Scholar
• Blomberg-Nygard A, Anderson CK (2016) United Nations World Tourism Organization study on online guest reviews and hotel classification systems: An integrated approach. Service Sci. 8(2):139–151.Link, Google Scholar
• Book LA, Tanford S, Montgomery R, Love C (2015) Online traveler reviews as social influence price is no longer King. J. Hospitality Tourism Res., ePub ahead of print July 30, http://dx.doi.org/10.1177/1096348015597029.Crossref, Google Scholar
• BrightLocal (2015) Local consumer review survey, 2015. Accessed January 1, 2017, https://www.brightlocal.com/learn/local-consumer-review-survey-2015/.Google Scholar
• Browning V, So KKF, Sparks B (2013) The influence of online reviews on consumers’ attributions of service quality and control for service standards in hotels. J. Travel Tourism Marketing 30(1–2):23–40.Crossref, Google Scholar
• Callan RJ, Kyndt G (2001) Business travellers’ perception of service quality: A prefatory study of two European city centre hotels. Internat. J. Tourism Res. 3(4):313–323.Crossref, Google Scholar
• Chipkin (2014) Consumer trends 2014: The growing influence of TripAdvisor. Travel Weekly (August 11), http://www.travelweekly.com/Travel-News/Online-Travel/The-growing-influence-of-TripAdvisor.Google Scholar
• Choi TY, Chu R (2001) Determinants of hotel guests’ satisfaction and repeat patronage in the Hong Kong hotel industry. Internat. J. Hospitality Management 20(3):277–297.Crossref, Google Scholar
• Combe IA, Rudd JM, Leeflang PSH, Greenley GE (2012) Antecedents to strategic flexibility: Management cognition, firm resources and strategic options. Eur. J. Marketing 46(10):1320–1339.Crossref, Google Scholar
• Dellarocas C, Zhang XM, Awad NF (2007) Exploring the value of online product reviews in forecasting sales: The case of motion pictures. J. Interactive Marketing 21(4):23–45.Crossref, Google Scholar
• Enz CA (2009) Hospitality Strategic Management: Concepts and Cases, 2nd ed. (Wiley, Hoboken, NJ).Google Scholar
• Enz CA, Way SA (2016) Implementing service innovations in European hotels. Service Sci. 8(2):97–107.Link, Google Scholar
• Gretzel U, Yoo KH (2008) Use and impact of online travel reviews. O’Connor DP, Höpken DW, Gretzel DU, eds. Information and Communication Technologies in Tourism 2008 (Springer, Vienna), 35–46.Crossref, Google Scholar
• Gundersen MG, Heide M, Olsson UH (1996) Hotel guest satisfaction among business travelers: What are the important factors? Cornell Hotel Restaurant Admin. Quart. 37(2):72–81.Google Scholar
• Han J, Kamber M (2006) Data Mining: Concepts and Techniques, 2nd ed. (Morgan Kaufmann, Amsterdam).Google Scholar
• ISO 9000 (2008) Quality management systems—Fundamentals and vocabulary. Report, International Organization for Standardization (ISO), Geneva.Google Scholar
• ISO 9001 (2008) Quality management systems—Requirements. Report, International Organization for Standardization (ISO), Geneva.Google Scholar
• Kuo CMM (2013) Service attitude is crucial element to the successful tourism and hospitality industries. J. Tourism Hospitality 2(2):e127.Google Scholar
• LeBlanc G, Nguyen N (1996) An examination of the factors that signal hotel image to travellers. J. Vacation Marketing 3(1):32–42.Crossref, Google Scholar
• Lemon KN, Verhoef PC (2016) Understanding customer experience throughout the customer journey. J. Marketing 80(6):69–96.Crossref, Google Scholar
• Lewis B, Varey R (2012) Internal Marketing: Directions for Management (Routledge, London).Google Scholar
• Li F, Liu N, Jin H, Zhao K, Yang Q, Zhu X (2011) Incorporating reviewer and product information for review rating prediction. Walsh T, ed. Proc. Internat. Joint Conf. Artificial Intelligence (IJCAI), July 16–22, Barcelona, Catalonia, Spain (AAAI Press, Menlo Park, CA), 1820–1825.Google Scholar
• Lin Y, Su HY (2003) Strategic analysis of customer relationship management a field study on hotel enterprises. Total Quality Management Bus. Excellence 14(6):715–731.Crossref, Google Scholar
• Lockyer T (2002) Business guests’ accommodation selection: The view from both sidesnull. Internat. J. Contemporary Hospitality Management 14(6):294–300.Crossref, Google Scholar
• Mankad S, Han HJ, Goh J, Gavirneni S (2016) Understanding online hotel reviews through automated text analysis. Service Sci. 8(2):124–138.Link, Google Scholar
• Markovic S (2004) Measuring service quality in the Croatian hotel industry: A multivariate statistical analysis. Econom. (Nase Gospodarstvo) 50(1/2):27–35.Google Scholar
• Mauro P (1996) The effects of corruption on growth, investment, and government expenditure. Technical Report 96/98, International Monetary Fund, Washington, DC.Google Scholar
• Miguéis VL, Nóvoa H (2016) Using user-generated content to explore hotel service quality dimensions. Borangiu T, Dragoicea M, Nóvoa H, eds. Exploring Services Science. Lecture Notes in Business Information Processing, Vol. 247 (Springer International Publishing, Cham, Switzerland), 155–169.Crossref, Google Scholar
• Namkung Y, Jang S (2007) Does food quality really matter in restaurants? Its impact on customer satisfaction and behavioral intentions. J. Hospitality Tourism Res. 31(3):387–409.Crossref, Google Scholar
• Oliver RL (1980) A cognitive model of antecedents and consequences of satisfaction decisions. J. Marketing Res. 17(4):460–469.Crossref, Google Scholar
• Parasuraman A, Berry LL, Zeithaml VA (1991) Refinement and reassessment of the SERVQUAL scale. J. Retailing 67(4):420–450.Google Scholar
• Parasuraman A, Zeithaml VA, Berry LL (1988) SERVQUAL: A multiple-item scale for measuring consumer perceptions of quality. J. Retailing 64(1):12–40.Google Scholar
• Parasuraman A, Zeithaml VA, Berry LL (1994) Reassessment of expectations as a comparison standard in measuring service quality: Implications for further research. J. Marketing 58(1):112–124.Google Scholar
• Pimenta P (2014) Há um buzz à volta do Porto. PÚBLICO (August 31), http://www.publico.pt/portugal/noticia/ha-um-buzz-a-volta-do-porto-1668022.Google Scholar
• Rai AK (2013) Customer Relationship Management: Concepts and Cases (PHI Learning, New Delhi, India).Google Scholar
• Salvador-Ferrer CM (2010) Quality of university services: Dimensional structure of SERVQUAL vs. ESQS. Service Sci. 2(3):167–176.Link, Google Scholar
• Schoettle A (2014) TripAdvisor is new powerhouse in hospitality industry. Indianapolis Bus. J. (October 25), http://www.ibj.com/articles/50146-tripadvisor-is-new-powerhouse-in-hospitality-industry.Google Scholar
• Teare R, Olsen MD, eds. (1992) International Hospitality Management: Corporate Strategy in Practice (Addison-Wesley Longman, London).Google Scholar
• Titov I, McDonald R (2008) Modeling online reviews with multi-grain topic models. Proc. 17th Internat. Conf. World Wide Web, April 21–25, Beijing China (ACM, New York), 111–120.Google Scholar
• van der Rest JP, Cordella P, Loosschilder G, Schwartz Z (2016) Connecting search marketing to hotel revenue management: Conjoint analysis as a methodology to evaluate the optimal online travel agency commission fee. Service Sci. 8(2):169–183.Link, Google Scholar
• Wang X, Li X, Zhen F, Zhang JH (2016) How smart is your tourist attraction? Measuring tourist preferences of smart tourism attractions via a FCEM-AHP and IPA approach. Tourism Management 54(June):309–320.Crossref, Google Scholar
• Wattanakamolchai S, Singal M, Murrmann SK (2014) Socially responsible customers and the evaluation of service quality. J. Hospitality Tourism Res. 40(6):715–738.Crossref, Google Scholar
• World Economic Forum (WEF) (2013) The Global Competitiveness Reports 2013–2014. Accessed October 10, 2016, http://www3.weforum.org/docs/WEF_GlobalCompetitivenessReport_2013-14.pdf.Google Scholar
• Xie KL, Chen C, Wu S (2016) Online consumer review factors affecting offline hotel popularity: Evidence from TripAdvisor. J. Travel Tourism Marketing 33(2):211–223.Crossref, Google Scholar
• Ye Q, Law R, Gu B, Chen W (2011) The influence of user-generated content on traveler behavior: An empirical investigation on the effects of e-word-of-mouth to hotel online bookings. Comput. Human Behav. 27(2):634–639.Crossref, Google Scholar
• Ye Q, Li H, Wang Z, Law R (2012) The influence of hotel price on perceived service quality and value in e-tourism: An empirical investigation based on online traveler reviews. J. Hospitality Tourism Res. 38(1):23–39.Crossref, Google Scholar