SENTIMENT ANALYSIS IN SERVICE QUALITY OF EUGENE’S VILLA OF BALER BASED ON AIRBNB REVIEWS
DOI:
https://doi.org/10.55197/qjssh.v3i6.201Keywords:
servqual, customer opinion based, Airbnb reviews, multiclass classificationAbstract
New events that affect consumer behaviour after visiting rental properties emerge as technology develops. The exchange of travel-related information and reviews of holiday experiences on online booking and feedback sites is an aspect of these events. The goal of this study is to determine how satisfied customers are with hotel and accommodation. To further enhance the quality of their services, the researchers used the hotel's Airbnb reviews to gain a deeper understanding of the management techniques and resources used by the Villa. This study looked at customer reviews using sentiment analysis and multiclass classification. Between 2018 and 2022, Airbnb gathered customer opinions and reviews. The acquired data were looked at using sentiment analysis. According to the sentiment analysis's findings, Eugene's Place Villa offers good customer service, with 70% favourable and only 30% of negative sentiments. Additionally, all reviews were multiclass classified into five SERVQUAL qualities. The overview of the most talked-about subjects by consumers in their evaluations was discovered by interpreting the results. This study provides information that businesses, especially those in the tourism sector, can use to better understand their clients and raise the bar on the quality of their services.
References
Ali, B.J., Gardi, B., Jabbar Othman, B., Ali Ahmed, S., Burhan Ismael, N., Abdalla Hamza, P., Mahmood Aziz, H., Sabir, B.Y., Sorguli, S., Anwar, G. (2021): Hotel service quality: The impact of service quality on customer satisfaction in hospitality. – International Journal of Engineering, Business and Management 5(3): 14-28.
Buena, M.C.A., Ong, E.G. (2019): CONSUMER TRUST AND COGNITIVE DISSONANCE TOWARDS ONLINE REVIEWS IN SELECTED RESORTS: A PREFERENTIAL MODEL. – Journal of Information 4(15): 27-40.
Cook, R.A., Hsu, C.H., Taylor, L.L. (2018): Tourism: The business of hospitality and travel (Vol. 6). – New York: Pearson 6: 448p.
Escanillas, G.A.B. (2020): An Ethnographic Research on the Commercialization of the Town of Baler, Aurora. – Journal of Advanced Research in Social Sciences and Humanities 5(2): 78-82.
Gumussoy, C.A., Koseoglu, B. (2016): The effects of service quality, perceived value, and price fairness on hotel customers’ satisfaction and loyalty. – Journal of Economics, Business, and Management 4(9): 523-527.
Li, H., Liu, Y., Tan, C.W., Hu, F. (2020a): Comprehending customer satisfaction with hotels: Data analysis of consumer-generated reviews. – International Journal of Contemporary Hospitality Management 32(5): 1713-1735.
Li, M., Ma, Y., Cao, P. (2020b): Revealing customer satisfaction with hotels through multi-site online reviews: A method based on the evidence theory. – IEEE Access 8: 225226-225239.
Munthiu, M.C., Velicu, B.C., Tuţă, M., Zara, A.I. (2014): Service quality evaluation models determined by Online consumer perception and satisfaction. – Procedia-Social and Behavioral Sciences 109: 1303-1308.
Parasuraman, A., Zeithaml, V.A., Berry, L.L. (1985): A conceptual model of service quality and its implications for future research. – Journal of Marketing 49(4): 41-50.
Philippine Statistics Authority (2020): Share of Tourism to GDP is 12.7 percent in 2019. – Philippine Statistics Authority Official Portal. Retrieved from:
https://psa.gov.ph/tourism/satellite-accounts/id/162606
Puri, G., Singh, K. (2018): The role of service quality and customer satisfaction in tourism industry: A review of SERVQUAL Model. – International Journal of Research and Analytical Reviews 5(4): 745-751.
Sharma, S., Srivastava, S. (2018): Relationship between service quality and customer satisfaction in hotel industry. – TRJ Tourism Research Journal 2(1): 42-49.
Statista Research Department (2021): Tourism industry in the Philippines. – Statista Official Portal. Retrieved From:
https://www.statista.com/topics/6012/tourism-industry-in-the-philippines/
Talavera, M.G. (2020): Measuring service quality in Philippine banks: an exploratory study using SERVQUAL and Q-methodology. – Philippine Management Review 27: 37-56.
The Philippine Star (2016): Airbnb complaints are on the rise. – The Philippine Star Official Portal. Retrieved from:
https://www.philstar.com/business/2016/07/19/1604194/airbnb-complaints-rise
Wang, Y.L., Tainyi, L.U.O.R., Luarn, P., Lu, H.P. (2015): Contribution and Trend to Quality Research--a literature review of SERVQUAL model from 1998 to 2013. – Informatica Economica 19(1): 34-45.