人工智能(AI)用于用户体验(UX)设计:系统的文献综述和未来的研究议程

Åsne Stige, E. Zamani, Patrick Mikalef, Yuzhen Zhu
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引用次数: 1

摘要

本文的目的是映射AI在用户体验(UX)设计过程中的使用。通过引入人工智能(AI)等新颖的数字工具来颠覆用户体验过程,有可能提高效率和准确性,同时创造更多创新和创造性的解决方案。因此,理解如何将人工智能用于用户体验具有重要的研究和实际意义。设计/方法论/方法本文基于系统的文献综述方法,旨在了解AI如何用于当今的UX设计,并为未来的研究揭示一些突出的主题。通过选择和筛选过程,分析了46篇研究论文,并根据以用户为中心的设计和开发过程综合了研究结果。作者的分析显示了人工智能是如何在不同关键领域的用户体验设计过程中发挥作用的。也就是说,这些包括理解使用环境、发现用户需求、帮助解决方案设计、评估设计,以及帮助解决方案的开发。作者还通过举例说明了人工智能改变UX设计过程的方式。原创性/价值虽然人们对在组织中使用人工智能的兴趣越来越大,但在如何将人工智能引入严重依赖人类创造力和投入的流程方面,仍然存在有限的工作。因此,作者展示了人工智能可以增强这些活动并承担通常由人类执行的任务的方式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Artificial intelligence (AI) for user experience (UX) design: a systematic literature review and future research agenda
PurposeThe aim of this article is to map the use of AI in the user experience (UX) design process. Disrupting the UX process by introducing novel digital tools such as artificial intelligence (AI) has the potential to improve efficiency and accuracy, while creating more innovative and creative solutions. Thus, understanding how AI can be leveraged for UX has important research and practical implications.Design/methodology/approachThis article builds on a systematic literature review approach and aims to understand how AI is used in UX design today, as well as uncover some prominent themes for future research. Through a process of selection and filtering, 46 research articles are analysed, with findings synthesized based on a user-centred design and development process.FindingsThe authors’ analysis shows how AI is leveraged in the UX design process at different key areas. Namely, these include understanding the context of use, uncovering user requirements, aiding solution design, and evaluating design, and for assisting development of solutions. The authors also highlight the ways in which AI is changing the UX design process through illustrative examples.Originality/valueWhile there is increased interest in the use of AI in organizations, there is still limited work on how AI can be introduced into processes that depend heavily on human creativity and input. Thus, the authors show the ways in which AI can enhance such activities and assume tasks that have been typically performed by humans.
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