ChatGPT-4 for Hospitality: Implications


  • Abdullah ÜLKÜ



ChatGPT, Artificial intelligence, Tourism, Hospitality


The aim of this study is to examine the several applications of ChatGPT-4 for the hospitality industry and to provide an agenda of research for investigating the potential implications of this model in the domain of hospitality. Questions, based on studies in the literature, were asked to ChatGPT-4 to see the opportunities it can offer to the hotel industry. This study, which discusses chatbots and artificial intelligence, suggests several potential applications of ChatGPT for the hospitality sector. The study’s suggestions are derived from previous research conducted on ChatGPT and a review of existing literature related to the topic. It is quite likely that ChatGPT-4 will have a significant influence on the hospitality industry. This chatbot will probably contribute to concierge services, booking hotels for tourists, giving feedback, room services, translation, training employees, operational efficiency, marketing hotels, and travel guidance.


Athavale, A., Baier, J., Ross, E., & Fukaya, E. (2023). The Potential of Chatbots in Chronic Venous Disease Patient Management. JVS-Vascular Insights, 100019.

Barrot, J. S. (2023). Using ChatGPT for second language writing: Pitfalls and potentials. Assessing Writing, 57, 100745.

Bhat, D. A. R., & Sharma, V. (2022). Enabling service innovation and firm performance: The role of co-creation and technological innovation in the hospitality industry. Technology Analysis & Strategic Management, 34(7), 774–786.

Calvaresi, D., Ibrahim, A., Calbimonte, J.-P., Schegg, R., Fragniere, E., & Schumacher, M. (2021). The Evolution of Chatbots in Tourism: A Systematic Literature Review. In W. Wörndl, C. Koo, & J. L. Stienmetz (Eds.), Information and Communication Technologies in Tourism 2021 (pp. 3–16). Springer International Publishing.

Carvalho, I., & Ivanov, S. (2023). ChatGPT for tourism: Applications, benefits and risks. Tourism Review.

Chang, H. (2023). The Effect of AI Chatbot-Based Tourism English Instruction on Intercultural Communicative Competence. STEM Journal, 24(2), 15–30.

Cohen, G. (2022). Algorithmic Trading and Financial Forecasting Using Advanced Artificial Intelligence Methodologies. Mathematics, 10(18), 3302.

Danish, M. S. S., & Senjyu, T. (2023). Shaping the future of sustainable energy through AI-enabled circular economy policies. Circular Economy, 2(2), 100040.

Dwivedi, Y. K., Hughes, L., Ismagilova, E., Aarts, G., Coombs, C., Crick, T., Duan, Y., Dwivedi, R., Edwards, J., Eirug, A., Galanos, V., Ilavarasan, P. V., Janssen, M., Jones, P., Kar, A. K., Kizgin, H., Kronemann, B., Lal, B., Lucini, B., … Williams, M. D. (2021). Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy. International Journal of Information Management, 57, 101994.

Dwivedi, Y. K., Pandey, N., Currie, W., & Micu, A. (2023). Leveraging ChatGPT and other generative artificial intelligence (AI)-based applications in the hospitality and tourism industry: Practices, challenges and research agenda. International Journal of Contemporary Hospitality Management.

Elkhwesky, Z., & Elkhwesky, E. F. Y. (2023). A systematic and critical review of Internet of Things in contemporary hospitality: A roadmap and avenues for future research. International Journal of Contemporary Hospitality Management, 35(2), 533–562.

Erul, E., & Işin, A. (2023). ChatGPT ile Sohbetler: Turizmde ChatGPT nin Önemi (Chats with ChatGPT: Importance of ChatGPT in Tourism). Journal of Tourism and Gastronomy Studies, 1.

Essel, H. B., Vlachopoulos, D., Tachie-Menson, A., Johnson, E. E., & Baah, P. K. (2022). The impact of a virtual teaching assistant (chatbot) on students’ learning in Ghanaian higher education. International Journal of Educational Technology in Higher Education, 19(1), 57.

Esteva, A., Kuprel, B., Novoa, R. A., Ko, J., Swetter, S. M., Blau, H. M., & Thrun, S. (2017). Dermatologist-level classification of skin cancer with deep neural networks. Nature, 542(7639), 115–118.

Göktaş, L. S. (2023). Can ChatGPT Succeed in Distance Education Exams A Research on Accuracy and Verification in Tourism. Journal of Tourism and Gastronomy Studies, 2.

Guha, A., Grewal, D., Kopalle, P. K., Haenlein, M., Schneider, M. J., Jung, H., Moustafa, R., Hegde, D. R., & Hawkins, G. (2021). How artificial intelligence will affect the future of retailing. Journal of Retailing, 97(1), 28–41.

Gursoy, D., Li, Y., & Song, H. (2023). ChatGPT and the hospitality and tourism industry: An overview of current trends and future research directions. Journal of Hospitality Marketing & Management, 32(5), 579–592.

Hobert, S., Følstad, A., & Law, E. L.-C. (2023). Chatbots for Active Learning: A Case of Phishing Email Identification. International Journal of Human-Computer Studies, 103108.

Huang, W., Hew, K. F., & Fryer, L. K. (2022). Chatbots for language learning—Are they really useful? A systematic review of chatbot‐supported language learning. Journal of Computer Assisted Learning, 38(1), 237–257.

Inamdar, S. (2023). Impact of artificial intelligence text generators (AITGs) on libraries. Library Hi Tech News.

Ivanov, S. (2020). The first chatbot of a tourism/hospitality journal: Editor’s impressions. European Journal of Tourism Research, 24, 2401.

Jenneboer, L., Herrando, C., & Constantinides, E. (2022). The Impact of Chatbots on Customer Loyalty: A Systematic Literature Review. Journal of Theoretical and Applied Electronic Commerce Research, 17(1), 212–229.

Kaplan, A., & Haenlein, M. (2019). Siri, Siri, in my hand: Who’s the fairest in the land? On the interpretations, illustrations, and implications of artificial intelligence. Business Horizons, 62(1), 15–25.

Krishnamurthy, V., Nezafati, K., Stayton, E., & Singh, V. (2020). Explainable AI Framework for Imaging-Based Predictive Maintenance for Automotive Applications and Beyond. Data-Enabled Discovery and Applications, 4(1), 7.

Leung, X. Y., & Wen, H. (2020). Chatbot usage in restaurant takeout orders: A comparison study of three ordering methods. Journal of Hospitality and Tourism Management, 45, 377–386.

Li, L. (2023). Role of chatbots on gastroenterology: Let’s chat about the future. Gastroenterology & Endoscopy, 1(3), 144–149.

Li, M., & Wang, R. (2023). Chatbots in e-commerce: The effect of chatbot language style on customers’ continuance usage intention and attitude toward brand. Journal of Retailing and Consumer Services, 71, 103209.

Luo, B., Lau, R. Y. K., & Li, C. (2023). Emotion-regulatory chatbots for enhancing consumer servicing: An interpersonal emotion management approach. Information & Management, 60(5), 103794.

MaryLincy M, Abisha M, AgnesJenitha G, & BabyShola P. (2023). Flutter Based Chatbot for Tourism. Mediterranean Journal of Basic and Applied Sciences, 07(02), 56–67.

Mydyti, H., & Kadriu, A. (2021). The Impact of Chatbots in Driving Digital Transformation. International Journal of E-Services and Mobile Applications, 13(4), 88–104.

Nadkarni, S., & Haider, I. (2022). Digital transformation, operational efficiency and sustainability: Innovation drivers for hospitality’s rebound in the United Arab Emirates. Worldwide Hospitality and Tourism Themes, 14(6), 572–578.

Orden-Mejía, M., & Huertas, A. (2022). Analysis of the attributes of smart tourism technologies in destination chatbots that influence tourist satisfaction. Current Issues in Tourism, 25(17), 2854–2869.

Pérez, J. Q., Daradoumis, T., & Puig, J. M. M. (2020). Rediscovering the use of chatbots in education: A systematic literature review. Computer Applications in Engineering Education, 28(6), 1549–1565.

Pillai, R., & Sivathanu, B. (2020). Adoption of AI-based chatbots for hospitality and tourism. International Journal of Contemporary Hospitality Management, 32(10), 3199–3226.

Saranya, A., & Subhashini, R. (2023). A systematic review of Explainable Artificial Intelligence models and applications: Recent developments and future trends. Decision Analytics Journal, 7, 100230.

Sharma, D. (2016). Enhancing customer experience using technological innovations: A study of the Indian hotel industry. Worldwide Hospitality and Tourism Themes, 8(4), 469–480.

Sitharthan, R., Rajesh, M., Vimal, S., Saravana Kumar, E., Yuvaraj, S., Kumar, A., Jacob Raglend, I., & Vengatesan, K. (2023). A novel autonomous irrigation system for smart agriculture using AI and 6G enabled IoT network. Microprocessors and Microsystems, 101, 104905.

Smutny, P., & Schreiberova, P. (2020). Chatbots for learning: A review of educational chatbots for the Facebook Messenger. Computers & Education, 151, 103862.

Tian, J. (2023). Does technological innovation have an impact on employment in the hospitality industry? International Journal of Contemporary Hospitality Management.

Ukpabi, D. C., Aslam, B., & Karjaluoto, H. (2019). Chatbot Adoption in Tourism Services: A Conceptual Exploration. In S. Ivanov & C. Webster (Eds.), Robots, Artificial Intelligence, and Service Automation in Travel, Tourism and Hospitality (pp. 105–121). Emerald Publishing Limited.

Wang, X., Liu, Q., Pang, H., Tan, S. C., Lei, J., Wallace, M. P., & Li, L. (2023). What matters in AI-supported learning: A study of human-AI interactions in language learning using cluster analysis and epistemic network analysis. Computers & Education, 194, 104703.

Xu, J., Kovatsch, M., Mattern, D., Mazza, F., Harasic, M., Paschke, A., & Lucia, S. (2022). A Review on AI for Smart Manufacturing: Deep Learning Challenges and Solutions. Applied Sciences, 12(16), 8239.



How to Cite

ÜLKÜ , A. . (2023). ChatGPT-4 for Hospitality: Implications. Journal of Tourism & Gastronomy Studies, 11(3), 1727–1743.