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Artificial intelligence in UX/UI design: a survey on current adoption and [future] practices

Artificial intelligence in UX/UI design: a survey on current adoption and [future] practices

Bertão, Renato Antonio ; Joo, Jaewoo ;

Full Paper:

Artificial Intelligence (AI) technology has been disseminated across various industries, and algorithm-based activities are becoming common in design disciplines. Despite high expectations of collaborating with intelligent systems, whether designers are actually interested in working with algorithms has been little discussed. This paper summarises ongoing research findings that have probed the use of AI features in design practices. A survey of Brazilian UX/UI professionals was conducted to map their AI-supported activities and explore their perspectives on interacting with AI systems and future adoption scenarios. The findings indicate a low usage rate of AI tools in the Brazilian UX/UI industry and a limited operational perspective regarding the role, application, and impact of intelligent technologies on design. Surveyed UX/UI designers are more prone to adopt AI as a virtual assistant to facilitate practice and increase process efficiency rather than as a creative collaborator.

Full Paper:

Artificial Intelligence (AI) technology has been disseminated across various industries, and algorithm-based activities are becoming common in design disciplines. Despite high expectations of collaborating with intelligent systems, whether designers are actually interested in working with algorithms has been little discussed. This paper summarises ongoing research findings that have probed the use of AI features in design practices. A survey of Brazilian UX/UI professionals was conducted to map their AI-supported activities and explore their perspectives on interacting with AI systems and future adoption scenarios. The findings indicate a low usage rate of AI tools in the Brazilian UX/UI industry and a limited operational perspective regarding the role, application, and impact of intelligent technologies on design. Surveyed UX/UI designers are more prone to adopt AI as a virtual assistant to facilitate practice and increase process efficiency rather than as a creative collaborator.

Palavras-chave: UX/UI design, artificial intelligence (AI), adoption, design tool,

Palavras-chave: UX/UI design, artificial intelligence (AI), adoption, design tool,

DOI: 10.5151/ead2021-123

Referências bibliográficas
  • [1] "Adobe. (n.d.). Adobe Sensei. https://www.adobe.com/sensei.html
  • [2] Angell, C. A. (2019). Artificial Intelligence, Design Thinking and the Future of Designers as Programmers. Innovation (IDSA Industrial Design Society of America), 37–40.
  • [3] Bernal, M., Haymaker, J. R., & Eastman, C. (2015). On the role of computational support for designers in action. Design Studies, 41, 163–182.
  • [4] Boden, M. A. (2016). AI - Its nature and future. Oxford University Press.
  • [5] Cautela, C., Mortati, M., Dell’Era, C., & Gastaldi, L. (2019). The impact of artificial intelligence on design thinking practice: Insights from the ecosystem of startups. Strategic Design Research Journal, 12(1), 114–134.
  • [6] Chen, L., Wang, P., Dong, H., Shi, F., Han, J., Guo, Y., Childs, P. R. N., Xiao, J., & Wu, C. (2019). An artificial intelligence based data-driven approach for design ideation. Journal of Visual Communication and Image Representation, 61, 10–22.
  • [7] Chen, X., Kim, S., & Joo, J. (2019). How do we nudge people to choose aesthetically pleasing products? Archives of Design Research, 32(1), 61–73.
  • [8] Churchill, E. F., Allen, P. van, & Kuniavsky, M. (2018). Designing AI. Interactions, Nov-Dec, 34–37.
  • [9] Corbin, J. M., & Strauss, A. (1990). Grounded theory research: Procedures, canons, and evaluative criteria. Qualitative Sociology, 13(1), 3–21.
  • [10] Creswell, J. W. (2009). Research design: Qualitative, quantitative, and mixed methods approaches. In Sage Publications (3rd ed.). SAGE Publications.
  • [11] Cross, N. (2001). Can a Machine Design? Design Issues, 17(4), 44–50.
  • [12] Dove, G., Halskov, K., Forlizzi, J., & Zimmerman, J. (2017). UX design innovation: Challenges for working with machine learning as a design material. Conference on Human Factors in Computing Systems - Proceedings, 2017-May, 278–288.
  • [13] García Ferrari, T. (2017). Design and the Fourth Industrial Revolution. Dangers and opportunities for a mutating discipline. The Design Journal, 20(sup1), S2625–S2633.
  • [14] Girling, R. (2016). AI and the future of design : What skills do we need to compete against the machines? O’Reilly Media, 1–16. https://www.oreilly.com/ideas/ai-and-the-future-of-design-what-skills-do-we-need-to-compete-against-the-machines
  • [15] Girling, R. (2017). AI and the future of design : What will the designer of 2025 look like? O’Reilly Media. https://www.oreilly.com/ideas/ai-and-the-future-of-design-what-will-the-designer-of-2025-look-like
  • [16] Holmquist, L. E. (2017). Intelligence on tap: Artificial Intelligence as a New Design Material. Interactions, 24(4), 28–33.
  • [17] Kaleido AI. (n.d.). remove.bg. https://www.remove.bg
  • [18] Leslie, C., Coli, A., & Fátima, I. de. (2021). O mercado de UX em um ano pandêmico. Panorama UX 2021. https://panoramaux.com.br
  • [19] Liao, J., Hansen, P., & Chai, C. (2020). A framework of artificial intelligence augmented design support. Human-Computer Interaction, 35(5–6), 511–544.
  • [20] Liu, J. J., & Nah, K. (2019). A Study on the Role Change of Designers in the Age of Artificial Intelligence. Journal of the Korean Society Of Design Culture, 25(4), 339–349.
  • [21] Ma, Z., Gill, T., & Jiang, Y. (2015). Core versus peripheral innovations: The effect of innovation locus on consumer Adoption of New Products. Journal of Marketing Research, 52(3), 309–324.
  • [22] Ma, Z., Yang, Z., & Mourali, M. (2014). Consumer Adoption of New Interdependent Self-Perspectives. Journal of Marketing, 78(March), 101–117.
  • [23] Main, A., & Grierson, M. (2020). Guru, Partner, or Pencil Sharpener? Understanding Designers’ Attitudes Towards Intelligent Creativity Support Tools. Computer Science, arXiv abs/(Jul 2020).
  • [24] McCormack, J., Hutchings, P., Gifford, T., Yee-King, M., Llano, M. T., & D’Inverno, M. (2020). Design Considerations for Real-Time Collaboration with Creative Artificial Intelligence. Organised Sound, 25(1), 41–52.
  • [25] Mont, C. G., Pozo, C. M. Del, Pinto, C. M., & Alcocer, A. V. M. del C. (2020). Artificial Intelligence for Social Good in Latin America and the Caribbean : The Regional Landscape and 12 Country Snapshots. Banco Interamericano de Desarollo.
  • [26] Nguyen, T. T., & Joo, J. (2019). Digital strikes back: Reading digital clocks decreases new product adoption. Archives of Design Research, 32(2), 103–114.
  • [27] Pfeiffer, A. (2018). Creativity and technology in the age of AI. https://www.pfeifferreport.com/wp-content/uploads/2018/11/Creativity_and_AI_Report_INT.pdf
  • [28] Russel, S., & Norvig, P. (2016). Artificial Intelligence: A Modern Approach. Pearson Education Limited.
  • [29] Verganti, R., Vendraminelli, L., & Iansiti, M. (2020). Innovation and Design in the Age of Artificial Intelligence. Journal of Product Innovation Management, 37(3), 212–227.
  • [30] "
Como citar:

Bertão, Renato Antonio; Joo, Jaewoo; "Artificial intelligence in UX/UI design: a survey on current adoption and [future] practices", p. 404-413 . In: 14th International Conference of the European Academy of Design, Safe Harbours for Design Research. São Paulo: Blucher, 2021.
ISSN 2318-6968, DOI 10.5151/ead2021-123

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