Journal of Smart Tourism

  • 제1권4호
  • /
  • Pages.9-18
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  • 2021
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  • 2765-2157(pISSN)
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  • 2765-7272(eISSN)
경희대학교 스마트관광연구소 (Smart Tourism Research Center, Kyung Hee University)
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The Ethics of Artificial Intelligence and Robotization in Tourism and Hospitality - A Conceptual Framework and Research Agenda

  • Ivanov, Stanislav (Varna University of Management) ;
  • Umbrello, Steven (Department of Values, Technology, & Innovation, School of Technology, Policy & Management, Technical University Delft)
  • 투고 : 2021.10.18
  • 심사 : 2021.12.22
  • 발행 : 2021.12.31
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초록

The impacts that AI and robotics systems can and will have on our everyday lives are already making themselves manifest. However, there is a lack of research on the ethical impacts and means for amelioration regarding AI and robotics within tourism and hospitality. Given the importance of designing technologies that cross national boundaries, and given that the tourism and hospitality industry is fundamentally predicated on multicultural interactions, this is an area of research and application that requires particular attention. Specifically, tourism and hospitality have a range of context-unique stakeholders that need to be accounted for in the salient design of AI systems is to be achieved. This paper adopts a stakeholder approach to develop the conceptual framework to centralize human values in designing and deploying AI and robotics systems in tourism and hospitality. The conceptual framework includes several layers - 'Human-human-AI' interaction level, direct and indirect stakeholders, and the macroenvironment. The ethical issues on each layer are outlined as well as some possible solutions to them. Additionally, the paper develops a research agenda on the topic.

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참고문헌

  1. Adams, B. N. (1967). Interaction theory and the social network. Sociometry, 30(1), 64-78. https://doi.org/10.2307/2786439
  2. Anderson, M. & Anderson, S. L. (2007). Machine ethics: Creating an ethical intelligent agent. AI Magazine, 28(4), 15.
  3. Baker-Brunnbauer, J. (2021). TAII framework for trustworthy AI systems. ROBONOMICS: The Journal of the Automated Economy, 2, 17.
  4. Bareinboim, E. & Tian, J. (2015). Recovering causal effects from selection bias. In Proceedings of the 29th AAAI Conference on Artificial Intelligence, pp. 3475-3481. Retrieved October 1, 2021, from https://ojs.aaai.org/index.php/AAAI/article/view/9679
  5. Barrat, J. (2013). Our final invention: Artificial intelligence and the end of the human era. New York: Macmillan.
  6. Bartneck, C. & Keijsers, M. (2020). The morality of abusing a robot. Paladyn, Journal of Behavioral Robotics, 11(1), 271-283. https://doi.org/10.1515/pjbr-2020-0017
  7. Behdadi, D. & Munthe, C. (2020). A normative approach to artificial moral agency. Minds and Machines, 30, 195-218. https://doi.org/10.1007/s11023-020-09525-8
  8. Belk, R. (2021). Ethical issues in service robotics and artificial intelligence. The Service Industries Journal, 41(13-14), 860-876. https://doi.org/10.1080/02642069.2020.1727892
  9. Bostrum, N. (2014). Superintelligence: Paths, dangers, strategies. Oxford: Oxford University Press.
  10. Bridge, A. (2015). Robots to serve guests in Japanese hotel. The Telegraph, 3 February, Retrieved October 1, 2021, from https://www.telegraph.co.uk/travel/destinations/asia/japan/articles/Robots-to-serve-guests-in-Japanese-hotel/
  11. Brynjolfsson, E. & McAfee, A. (2014). The second machine age: Work, progress, and prosperity in a time of brilliant technologies. New York: WW Norton and Company.
  12. Bulchand-Gidumal, J. (2020). Impact of artificial intelligence in travel, tourism, and hospitality. In Xiang, Z., Fuchs, M., Gretzel, U. & Ho pken, W. (Eds.). Handbook of e-tourism. Cham: Springer.
  13. Cain, L. N., Thomas, J. H., & Alonso Jr., M. (2019). From sci-fi to sci-fact: the state of robotics and AI in the hospitality industry. Journal of Hospitality and Tourism Technology, 10(4), 624-650. https://doi.org/10.1108/jhtt-07-2018-0066
  14. Chesher, C. & Andreallo, F. (2021). Robotic faciality: The philosophy, science and art of robot faces. International Journal of Social Robotics, 13(1), 83-96. https://doi.org/10.1007/s12369-020-00623-2
  15. Cockcroft, S. & Rekker, S. (2016). The relationship between culture and information privacy policy. Electronic Markets, 26(1), 55-72. https://doi.org/10.1007/s12525-015-0195-9
  16. Coeckelbergh, M. (2020). AI ethics. Cambridge, MA: The MIT Press.
  17. Collier, D. A. (1983). The service sector revolution: The automation of services. Long Range Planning, 16(6), 10-20. https://doi.org/10.1016/0024-6301(83)90002-X
  18. Crnkovic, G. D. & Cu ru klu , B. (2012). Robots: ethical by design. Ethics and Information Technology, 14(1), 61-71. https://doi.org/10.1007/s10676-011-9278-2
  19. Danaher, J. & McArthur (Eds.) (2017). Robot sex: Social and ethical implications. Cambridge, MA: The MIT Press.
  20. DeCanio, S. J. (2016). Robots and humans-complements or substitutes? Journal of Macroeconomics, 49, 280-291. https://doi.org/10.1016/j.jmacro.2016.08.003
  21. Deschacht, N. (2021). The digital revolution and the labor economics of automation: A review. ROBONOMICS: The Journal of the Automated Economy, 1, 8.
  22. Dinan, E., Fan, A., Wu, L., Weston, J., Kiela, D., & Williams, A. (2020). Multidimensional gender bias classification. arXiv preprint. Retrieved September 12, 2021, from https://arxiv.org/abs/2005.00614.
  23. Feldmann, H. (2013). Technological unemployment in industrial countries. Journal of Evolutionary Economics, 23(5), 1099-1126. https://doi.org/10.1007/s00191-013-0308-6
  24. Ferrer, X., van Nuenen, T., Such, J. M., Cote , M., & Criado, N. (2021) Bias and Discrimination in AI: a cross-disciplinary perspective. IEEE Technology and Society Magazine, 40(2), 72-80. https://doi.org/10.1109/MTS.2021.3056293
  25. Floridi, L., Cowls, J., King, T. C., & Taddeo, M. (2020). How to design AI for social good: Seven essential factors. Science and Engineering Ethics, 26(3), 1771-1796. https://doi.org/10.1007/s11948-020-00213-5
  26. Frey, C. B. (2019). The technology trap: Capital, labor, and power in the age of automation. Princeton and Oxford: Princeton University Press.
  27. Friedman, B. & Hendry, D. G. (2019). Value sensitive design: Shaping technology with moral imagination. Cambridge, MA: MIT Press.
  28. Friedman, B. & Nissenbaum, H. (1996). Bias in computer systems. ACM Transactions on Information Systems, 14(3), 330-347. https://doi.org/10.1145/230538.230561
  29. Gellers, J. C. (2021). Rights for robots: Artificial intelligence, animal and environmental law. Oxon: Routledge.
  30. Gretzel, U. (2011). Intelligent systems in tourism: A social science perspective. Annals of Tourism Research, 38(3), 757-779. https://doi.org/10.1016/j.annals.2011.04.014
  31. Gunkel, D. J. (2018). Robot rights. Cambridge, MA: The MIT Press.
  32. High-level Expert Group on Artificial Intelligence (2019). Ethics guidelines for trustworthy AI. European Commission. Retrieved October 8, 2021, from https://digital-strategy.ec.europa.eu/en/library/ethics-guidelines-trustworthy-ai
  33. International Organization for Standardization (2012). ISO 8373:2012(en) Robots and robotic devices - Vocabulary. Retrieved September 29, 2021, from https://www.iso.org/obp/ui/#iso:std:iso:8373:ed-2:v1:en:term:2.2.
  34. Ivanov, S. (2020). The impact of automation on tourism and hospitality jobs. Information Technology and Tourism, 22(2), 205-215. https://doi.org/10.1007/s40558-020-00175-1
  35. Ivanov, S. (2021). Robonomics: The rise of the automated economy. ROBONOMICS: The Journal of the Automated Economy, 1, 11.
  36. Ivanov, S., Kuyumdzhiev, M., & Webster, C. (2020). Automation fears: drivers and solutions. Technology in Society, 63, 101431. https://doi.org/10.1016/j.techsoc.2020.101431
  37. Ivanov, S. & Webster, C. (Eds) (2019). Robots, artificial intelligence and service automation in travel, tourism and hospitality. Bingley, UK: Emerald Publishing.
  38. Ivanov, S., Webster, C., Stoilova, E., & Slobodskoy, D. (2020). Biosecurity, crisis management, automation technologies, and economic performance of travel, tourism and hospitality companies - a conceptual framework. Tourism Economics (in press). https://doi.org/10.1177/1354816620946541
  39. Jamal, T. (2019). Justice and ethics in tourism. Abingdon, Oxon and New York: Routledge.
  40. Jamal, T. (2020). Tourism ethics: a perspective article. Tourism Review, 75(1), 221-224. https://doi.org/10.1108/tr-05-2019-0184
  41. 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. https://doi.org/10.1016/j.bushor.2018.08.004
  42. Kazim, E., Denny, D.M.T., & Koshiyama, A. (2021). AI auditing and impact assessment: according to the UK information commissioner's office. AI Ethics (in press). https://doi.org/10.1007/s43681-021-00039-2
  43. Kiggins, R. (Ed). (2018). The political economy of robots: Prospects for prosperity and peace in the automated 21st century. Cham: Palgrave Macmillan.
  44. Khetjenkarn, S. & Agmapisarn, C. (2020). The effects of emotional labour on the outcomes of the job and the organization: Do the differences in age and the manager's emotional intelligence have any impact in the hotel business? European Journal of Tourism Research, 25, 2504. https://doi.org/10.54055/ejtr.v25i.419
  45. Kordzadeh, N. & Ghasemaghaei, M. (2021). Algorithmic bias: review, synthesis, and future research directions. European Journal of Information Systems, (in press), 1-22. https://doi.org/10.1080/0960085X.2021.1927212
  46. Kurzweil, R. (2005). The singularity is near. When humans transcend biology. London: Duckworth Overlook.
  47. Leben, D. (2019). Ethics for robots: How to design a moral algorithm. Abingdon, Oxon and New York: Routledge.
  48. Lin, H., Chi, O. H., & Gursoy, D. (2020). Antecedents of customers' acceptance of artificially intelligent robotic device use in hospitality services. Journal of Hospitality Marketing and Management, 29(5), 530-549. https://doi.org/10.1080/19368623.2020.1685053
  49. Lin, P., Abney, K., & Bekey, G. A. (2011). Robot ethics: Mapping the issues for a mechanized world. Artificial Intelligence, 175, 942-949. https://doi.org/10.1016/j.artint.2010.11.026
  50. Lin, P., Abney, K., & Bekey, G. A. (Eds.). (2012). Robot ethics: The ethical and social implications of robotics. Cambridge, MA: The MIT Press.
  51. Lin, P., Jenkins, R., & Abney, K. (Eds.). (2017). Robot ethics 2.0: From autonomous cars to artificial intelligence. New York: Oxford University Press.
  52. Liyanaarachchi, G. (2021). Managing privacy paradox through national culture: Reshaping online retailing strategy. Journal of Retailing and Consumer Services, 60, 102500. https://doi.org/10.1016/j.jretconser.2021.102500
  53. Lovelock, B. & Lovelock, K. (2013). The ethics of tourism: Critical and applied perspectives. Oxon: Routledge.
  54. Macbeth, J. (2005). Towards an ethics platform for tourism. Annals of Tourism Research, 32(4), 962-984. https://doi.org/10.1016/j.annals.2004.11.005
  55. Macnish, K. (2017). The ethics of surveillance: An introduction. London: Routledge.
  56. Makridakis, S. (2017). The forthcoming artificial intelligence (AI) revolution: Its impact on society and firms. Futures, 90, 46-60. https://doi.org/10.1016/j.futures.2017.03.006
  57. Marques, G., Correia, A., & Costa, C. (2018). The influence of customer orientation on emotional labour and work outcomes: A study in the tourism industry. European Journal of Tourism Research, 20, 59-77. https://doi.org/10.54055/ejtr.v20i.340
  58. Mazurek, G. & Malagocka, K. (2019). Are we down to zero-one code? Perception of privacy and data protection in the context of the development of artificial intelligence. Journal of Management Analytics, 6(4), 344-364. https://doi.org/10.1080/23270012.2019.1671243
  59. Mercan, S., Akkaya, K., Cain, L., & Thomas, J. (2020). Security, privacy and ethical concerns of IoT implementations in hospitality domain. In Proceedings of the 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics), 2-6 November 2020, Rhodes, Greece, IEEE, pp.198-203. https://doi.org/10.1109/iThings-GreenCom-CPSCom-SmartDataCybermatics50389.2020.00048
  60. Miller, M. R. & Miller, R. (2017). Robots and robotics: principles, systems, and industrial applications. New York, NY: McGraw-Hill Education.
  61. Muller, V. C. (2021). Ethics of artificial intelligence and robotics. In Zalta, E. N. (Ed.). The Stanford Encyclopedia of Philosophy (Summer 2021 Edition). Retrieved October 6, 2021, from https://plato.stanford.edu/archives/sum2021/entries/ethics-ai/
  62. Naumov, N. (2019). The impact of robots, artificial intelligence, and service automation on service quality and service experience in hospitality. In Ivanov, S. & Webster, C. (Eds), Robots, artificial intelligence and service automation in travel, tourism and hospitality (pp. 123-133). Bingley: Emerald Publishing.
  63. Padron-Avila, H. & Hernandez-Martin, R. (2020). How can researchers track tourists? A bibliometric content analysis of tourist tracking techniques. European Journal of Tourism Research, 26, 2601. https://doi.org/10.54055/ejtr.v26i.1932
  64. Pan, B., Lin, M.S., Liang, Y., Akyildiz, A., & Park, S. Y. (2021). Social, ethical, and moral issues in smart tourism development in destinations. Journal of Smart Tourism, 1(1), 9-17. https://doi.org/10.52255/SMARTTOURISM.2021.1.1.3
  65. Panch, T., Mattie, H., & Atun, R. (2019). Artificial intelligence and algorithmic bias: implications for health systems. Journal of Global Health, 9(2), 020318.
  66. Rambukkana, N. (Ed.). (2021). Intersectional automations: robotics, AI, algorithms, and Equity. London: Lexington Books.
  67. Rastegar, N., Flaherty, J., Liang, L., & Choi, C. (2021). The adoption of self-service kiosks in quick-service restaurants. European Journal of Tourism Research, 27, 2709. https://doi.org/10.54055/ejtr.v27i.2139
  68. Rhim, J., Lee, J. H., Chen, M., & Lim, A. (2021). A deeper look at autonomous vehicle ethics: an integrative ethical decision-making framework to explain moral pluralism. Frontiers in Robotics and AI, 8, 108.
  69. Russell, S. J., & Norvig, P. (2016). Artificial intelligence: A modern approach. Harlow: Pearson Education Limited.
  70. Samala, N., Katkam, B. S., Bellamkonda, R. S., & Rodriguez, R. V. (2020). Impact of AI and robotics in the tourism sector: a critical insight. Journal of Tourism Futures, (in press). https://doi.org/10.1108/JTF-07-2019-0065
  71. Seyitog lu, F. (2021). Automation vs authenticity in services. ROBONOMICS: The Journal of the Automated Economy, 2, 20.
  72. Shead, S. (2019). World's first robot hotel fires half of its robots. Forbes. Retrieved August 15, 2020, from https://www.forbes.com/sites/samShead/2019/01/16/worlds-first-robot-hotel-fires-half-of-its-robots/
  73. Sini, R. (2017). Does Saudi robot citizen have more rights than women? BBC. Retrieved October 13, 2021, from https://222.bbc.com/news/blogs-trending-41761856
  74. Springer, P. J. (2013). Military robots and drones: A reference handbook. Santa Barbara, CA: ABC-CLIO.
  75. Stahl, B. C. & Wright, D. (2018). Ethics and privacy in AI and Big Data: Implementing responsible research and innovation. IEEE Security & Privacy, 16(3), 26-33. https://doi.org/10.1109/MSP.2018.2701164
  76. Stoilova, E. (2021). AI chatbots as a customer service and support tool. ROBONOMICS: The Journal of the Automated Economy, 2, 21.
  77. Tang, J., Repetti, T., & Raab, C. (2019). Perceived fairness of revenue management practices in casual and fine-dining restaurants. Journal of Hospitality and Tourism Insights, 2(1), 92-108. https://doi.org/10.1108/jhti-10-2018-0063
  78. Thaler, R. H. & Sunstein, C. (2008). Nudge: Improving decisions about health, wealth and happiness. New York: Penguin.
  79. Tung, V. W. S. & Au, N. (2018). Exploring customer experiences with robotics in hospitality. International Journal of Contemporary Hospitality Management, 30(7), 2680-2697. https://doi.org/10.1108/IJCHM-06-2017-0322
  80. Tuomi, A., Tussyadiah, I., Ling, E. C., Miller, G., & Lee, G. (2020). x=(tourism_work) y=(sdg8) while y= true: automate (x). Annals of Tourism Research, 84, 102978. https://doi.org/10.1016/j.annals.2020.102978
  81. Tussyadiah, I. (2020). A review of research into automation in tourism: Launching the annals of tourism research curated collection on artificial intelligence and robotics in tourism. Annals of Tourism Research, 81, 102883. https://doi.org/10.1016/j.annals.2020.102883
  82. Tussyadiah, I. & Miller, G. (2019). Nudged by a robot: Responses to agency and feedback. Annals of Tourism Research, 78, 102752. https://doi.org/10.1016/j.annals.2019.102752
  83. Umbrello, S. (2020). Meaningful human control over smart home systems. HUMANA. MENTE Journal of Philosophical Studies, 13(37), 40-65.
  84. Umbrello, S., Torres, P., & De Bellis, A. F. (2020). The future of war: could lethal autonomous weapons make conflict more ethical? AI & SOCIETY, 35(1), 273-282.
  85. Umbrello, S. & van de Poel, I. (2021). Mapping value sensitive design onto AI for social good principles. AI and Ethics, 1(3), 283-296. https://doi.org/10.1007/s43681-021-00038-3
  86. Umbrello, S. & Wood, N. G. (2021). Autonomous weapons systems and the contextual nature of Hors de Combat Status. Information, 12(5), 216. https://doi.org/10.3390/info12050216
  87. Umbrello, S. & Yampolskiy, R. V. (2021). Designing AI for explainability and verifiability: a value sensitive design approach to avoid artificial stupidity in autonomous vehicles. International Journal of Social Robotics, 1-10.
  88. United Nations World Tourism Organization (1999). Global code of ethics for tourism. Madrid: UNWTO. Retrieved October 2, 2021, from https://www.unwto.org/global-code-of-ethics-for-tourism
  89. Van den Hoven, J., Miller, S., & Pogge, T. (2017). The design turn in applied ethics. In van den Hoven, J., Miller, S., & Pogge, T. (Eds.). Designing in ethics (pp. 11-31). Cambridge: Cambridge University Press.
  90. Van Uytsel, S. & Vargas, D. V. (Eds) (2021). Autonomous vehicles. Singapore: Springer.
  91. Vinge, V. (1993). The coming technological singularity: How to survive in the post-human era. Vision-21. Interdisciplinary Science and Engineering in the Era of Cyberspace: Proceedings of a symposium sponsored by NASA Lewis Research Center and the Ohio Aerospace Institute, Westlake, Ohio, 30-31 March 1993, pp. 11-22.
  92. Wagner, D. (2021a). Artificial Intelligence and the dark side of management. ROBONOMICS: The Journal of the Automated Economy, 1, 10.
  93. Wagner, D. N. (2021b). On the emergence and design of AI nudging: the gentle big brother? ROBONOMICS: The Journal of the Automated Economy, 2, 18.
  94. Wallach, W., & Allen, C. (2008). Moral machines: Teaching robots right from wrong. Oxford: Oxford University Press.
  95. Webster, C. (2021). Demography as a driver of robonomics. ROBONOMICS: The Journal of the Automated Economy, 1, 12.
  96. Webster, C., & Ivanov, S. (2020). Demographic change as a driver for tourism automation. Journal of Tourism Futures, 6(3), 263-270. https://doi.org/10.1108/JTF-10-2019-0109
  97. Zuboff, S. (2019). The age of surveillance capitalism. The fight for a human future at the new frontier of power. New York, NY: Public Affairs.