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extended-abstract

Ethical Awareness of UXers in the Loop: Ethical Issues in the Uxer-AI Collaboration Process from a UX Perspective

Published: 26 September 2023 Publication History

Abstract

Artificial Intelligence (AI) has emerged as a prominent collaborative tool across diverse domains, driving innovation in various tasks. However, this human–AI process brings forth a range of ethical considerations that require careful examination. This study investigates the ethical concerns that arise during the user experience designer (UXer)–AI co-creation process and the evolving role of UXers. Employing a mixed methods approach, combining observational task performance experiments and in-depth interviews, the study captures UXers' perceptions of ethical issues in the UXer-AI co-creation process. The findings shed light on three prominent ethical challenges in the UXer–AI co-creation process: reliability, bias, and unemployment. Consequently, this study emphasizes the crucial role of UXers, such as fact-checking, empathy-based decision making, and effective communication with AI, mitigating these ethical challenges. These findings enhance our understanding of UXers' responsibilities and shed light on the potential of leveraging AI as an effective collaborative tool for task completion.

Supplementary Material

1. Presentation video (Video Pre-Views) 2. An additional video for the madness session 3. Poster (3-Poster-harinyoon.pdf)
MOV File (2-An additional video for the madness session-harinyoon.mov)
1. Presentation video (Video Pre-Views) 2. An additional video for the madness session 3. Poster
MOV File (1-Presentation video-harinyoon.mov)
1. Presentation video (Video Pre-Views) 2. An additional video for the madness session 3. Poster

References

[1]
Angie Basiouny. 2023. ChatGPT Passed an MBA Exam. What's Next?. (January 2023). Retrieved May 21, 2023 from https://knowledge.wharton.upenn.edu/podcast/wharton-businessdaily-podcast/chatgpt-passed-an-mba-exam-whats-next/ .
[2]
Raymond R. Bond, Maurice Mulvenna, Hui Wang, Dewar Finlay, Alexander Wong, Ansgar Koene, Rob Brisk, Jennifer Boger and Tameem Adel. 2019. Human Centered Artificial Intelligence: Weaving UX into Algorithmic Decision Making. In Proceedings of the 16th. International Conference on Human-Computer Interaction, October 17 - 18, 2019, Bucharest, Romania. 2-9. http://rochi2019.utcluj.ro/
[3]
Virginia Braun and Victoria Clarke. 2012. Thematic analysis. In APA Handbook of Research Methods in Psychology, Vol. 2. Research Designs: Quantitative, Qualitative, neuropsychological, and Biological. H. Cooper, P. M. Camic, D. L. Long, A. T. Panter, D. Rindskopf, and K. J. Sher (Eds.). American Psychological Association, Washington, DC, 57–71.
[4]
Susan D'Agostino. 2023. ChatGPT Advice Academics Can Use Now. (January 2023). Retrieved May 21, 2023 from https://www.insidehighered.com/news/2023/01/12/academic-experts-offer-advice-chatgpt .
[5]
Hamid Reza Ekbia. 2008. Artificial Dreams: The Quest for Non-Biological Intelligence. Cambridge University Press, Cambridge.
[6]
Goodman, Leo A. 1961. Snowball sampling. The annals of mathematical statistics 32, 1 (Mar. 1961), 148-170.
[7]
Holmquist, Lars Erik. 2017. Intelligence on tap: artificial intelligence as a new design material. Interactions 24, 4 (Jul-Aug. 2017), 28-33.
[8]
Angel Hsing-Chi Hwang. 2022. Too Late to be Creative? AI-Empowered Tools in Creative Processes. In CHI Conference on Human Factors in Computing Systems Extended Abstracts, April 29 - May 5, 2022, New Orleans, LA. ACM Inc., New York, NY, 1-9. https://doi.org/10.1145/3491101.3503549
[9]
Anna Jobin, Marcello Ienca and Effy Vayena. 2019. The global landscape of AI ethics guidelines. Nature Machine Intelligence volume 1 (May. 2019), 389-399.
[10]
Tiffany Knearem, Mohammed Khwaja, Yuling Gao, Frank Bentley and Clara E Kliman-Silver. 2023. Exploring the future of design tooling: The role of artificial intelligence in tools for user experience professionals. In Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, April 23 - 28, 2023, Hamburg, Germany. ACM Inc., New York, NY, 1-6. https://doi.org/10.1145/3544549.3573874
[11]
S Kwon. 2008. A study on DesignBiz Process Model Development Based on Product Design. Master's thesis. Kyonggi University, Suwon, Korea.
[12]
Annie Lowrey. 2023. How ChatGPT Will Destabilize White-Collar Work. (January 2023). Retrieved May 21, 2023 from https://www.theatlantic.com/ideas/archive/2023/01/chatgpt-ai-economy-automation-jobs/672767/ .
[13]
Yuwen Lu, Chengzhi Zhang, Iris Zhang and Toby Jia-Jun Li. 2022. Bridging the Gap between UX Practitioners’ work practices and AI-enabled design support tools. In CHI Conference on Human Factors in Computing Systems Extended Abstracts, April 29 - May 5, 2022, New Orleans, LA. ACM Inc., New York, NY, 1-7. https://doi.org/10.1145/3491101.3519809
[14]
Brady D. Lund, Ting Wang, Nishith Reddy Mannuru, Bing Nie, Somipam Shimray and Ziang Wang. 2023. ChatGPT and a new academic reality: Artificial Intelligence‐written research papers and the ethics of the large language models in scholarly publishing. Journal of the Association for Information Science and Technology, Volume 74, Issue 5 (Mar. 2023), 570-581.
[15]
Cade Metz. 2023. How smart are the robots getting?. (February 2023). Retrieved May 21, 2023 from https://www.nytimes.com/2023/01/20/technology/chatbots-turing-test.html .
[16]
David Mhlanga. 2023. Open AI in Education, the Responsible and Ethical Use of ChatGPT Towards Lifelong Learning. Education, the Responsible and Ethical Use of ChatGPT Towards Lifelong Learning (February 2023), 19 pages.
[17]
Oxford Internet Institute. 2022. The A-Z of AI. Retrieved from https://atozofai.withgoogle.com/intl/en-US/human-in-the-loop/ .
[18]
Alberto Romero. 2023. What You May Have Missed #19. (February 2023). Retrieved May 21, 2023 from https://thealgorithmicbridge.substack.com/p/what-you-may-have-missed-19 .
[19]
Kevin Roose. 2023. How ChatGPT Kicked Off an A.I. Arms Race. (February 2023). Retrieved May 21, 2023 from https://www.nytimes.com/2023/02/03/technology/chatgpt-openai-artificial-intelligence.html .
[20]
Hyo yun Ryoo, Myeong-heum Yeoun. 2021. Discussion on Communication Auxiliary Abilities of AI-Powered UX Design-Related Tools. In Proceedings of the 2021 KSDS Fall International Conference on Intelligent Symbiosis, November 03, 2021, Jung-gu, Seoul. 26-27.
[21]
Alejo Jose G. Sison, Marco Tulio Daza, Roberto Gozalo-Brizuela and Eduardo C. Garrido-Merchán. 2023. ChatGPT: More than a Weapon of Mass Deception, Ethical challenges and responses from the Human-Centered Artificial Intelligence (HCAI) perspective. arXiv:2304.11215. Retrieved from https://arxiv.org/abs/2304.11215
[22]
Luke Stark, Kate Crawford. 2019. The Work of Art in the Age of Artificial Intelligence: What Artists Can Teach Us About the Ethics of Data Practice. Visibilities and New Models of Policing 17, 3/4 (Sep. 2019), 442-455.
[23]
Eva A. M. van Dis, Johan Bollen, Willem Zuidema, Robert van Rooij and Claudi L. Bockting. 2023. ChatGPT: five priorities for research. Nature 614, (Feb. 2023), 224-226.
[24]
Joseph Weizenbaum. 1966. ELIZA—a computer program for the study of natural language communication between man and machine. ACM 9, 1 (Jan. 1966), 36-45.
[25]
Jason Wise. 2023. 40+ MOBILE APP STATISTICS 2023: USAGE & DOWNLOADS DATA. (April, 2023). Retrieved from https://earthweb.com/app-statistics/.
[26]
Zhuohao Wu, Danwen Ji, Kaiwen Yu, Xianxu Zeng, Dingming Wu and Mohammad Shidujaman. 2021. AI creativity and the human-AI co-creation model. In Proceedings of the 23rd. HCI International Conference, July 24 – 29, 2021, Virtual Event, 171–190. https://doi.org/10.1007/978-3-030-78462-1_13
[27]
Xu, W. 2019. Toward Human-Centered AI: A Perspective from Human-Computer Interaction. Interactions 26, 4 (June. 2019), 42-46.
[28]
Wenyan Yang. 2019. The effects of user-AI co-creation on UI design tasks. Master's thesis. Tampere University, Finland.
[29]
Harin Yoon, Soojin Jun. 2023. Proposal of Uxer-AI collaboration model for effective co-creation. In Proceedings of the 2023 KSDS Spring International Conference on Design Transition, May 20, 2023, Ansan-si, Gyeonggi-do. 94-99.
[30]
Terry Yue Zhuo, Yujin Huang, Chunyang Chen and Zhenchang Xing. 2023. Exploring AI Ethics of ChatGPT: A Diagnostic Analysis. arXiv:2301.12867. Retrieved from https://arxiv.org/abs/2301.12867

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    cover image ACM Conferences
    MobileHCI '23 Companion: Proceedings of the 25th International Conference on Mobile Human-Computer Interaction
    September 2023
    256 pages
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    Published: 26 September 2023

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    Author Tags

    1. AI Ethics
    2. Co-Creation
    3. Ethical UX
    4. Generative AI
    5. Uxer-AI Co-Creation Model

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