Artificial intelligence (AI) for user experience (UX) design: a systematic literature review and future research agenda

独创性 用户体验设计 计算机科学 过程(计算) 背景(考古学) 创造力 工程设计过程 选择(遗传算法) 人机交互 设计过程 人工智能 数据科学 管理科学 在制品 工程类 心理学 机械工程 社会心理学 古生物学 运营管理 生物 操作系统
作者
Åsne Stige,Efpraxia D. Zamani,Patrick Mikalef,Yuzhen Zhu
出处
期刊:Information Technology & People [Emerald Publishing Limited]
卷期号:37 (6): 2324-2352 被引量:39
标识
DOI:10.1108/itp-07-2022-0519
摘要

Purpose The 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/approach This 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. Findings The 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/value While 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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