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

被引:11
|
作者
Stige, Asne [1 ]
Zamani, Efpraxia D. [2 ]
Mikalef, Patrick [3 ]
Zhu, Yuzhen [4 ]
机构
[1] Norwegian Univ Sci & Technol, Trondheim, Norway
[2] Univ Sheffield, Informat Sch, Sheffield, England
[3] Norwegian Univ Sci & Technol, Dept Comp Sci, Trondheim, Norway
[4] Univ Sheffield, Sheffield, England
关键词
Artificial intelligence; Machine learning; User experience; User interface; Design; User-centred design process; Systematic literature review;
D O I
10.1108/ITP-07-2022-0519
中图分类号
G25 [图书馆学、图书馆事业]; G35 [情报学、情报工作];
学科分类号
1205 ; 120501 ;
摘要
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.
引用
收藏
页码:2324 / 2352
页数:29
相关论文
共 50 条
  • [41] Brand hate: A systematic literature review and future research agenda
    Yadav, Abhishek
    Chakrabarti, Somnath
    [J]. INTERNATIONAL JOURNAL OF CONSUMER STUDIES, 2022, 46 (05) : 1992 - 2019
  • [42] Narrative transportation: A systematic literature review and future research agenda
    Thomas, Veronica L.
    Grigsby, Jamie L.
    [J]. PSYCHOLOGY & MARKETING, 2024, 41 (08) : 1805 - 1819
  • [43] No fault found: a systematic literature review and future research agenda
    Singh, Vipin Prakash
    Ganguly, Kunal
    Samad, Taab Ahmad
    [J]. INTERNATIONAL JOURNAL OF QUALITY & RELIABILITY MANAGEMENT, 2022, 39 (05) : 1281 - 1306
  • [44] Organisational agility: systematic literature review and future research agenda
    Franco, Mario
    Guimaraes, Jaiandra
    Rodrigues, Margarida
    [J]. KNOWLEDGE MANAGEMENT RESEARCH & PRACTICE, 2023, 21 (06) : 1021 - 1038
  • [45] A systematic literature review of startup survival and future research agenda
    Azeem, Mohd
    Khanna, Ashu
    [J]. JOURNAL OF RESEARCH IN MARKETING AND ENTREPRENEURSHIP, 2024, 26 (01) : 111 - 139
  • [46] Digital nomads: a systematic literature review and future research agenda
    Gupta, Shashank
    Jaiswal, Rachana
    Gupta, Shiv Kumar
    [J]. TOURISM REVIEW, 2024,
  • [47] Corporate entrepreneurship: a systematic literature review and future research agenda
    Urbano, David
    Turro, Andreu
    Wright, Mike
    Zahra, Shaker
    [J]. SMALL BUSINESS ECONOMICS, 2022, 59 (04) : 1541 - 1565
  • [48] Social innovation: a systematic literature review and future agenda research
    Francisco do Adro
    Cristina I. Fernandes
    [J]. International Review on Public and Nonprofit Marketing, 2020, 17 : 23 - 40
  • [49] Online abuse: a systematic literature review and future research agenda
    Saha, Raiswa
    Ahlawat, Sakshi
    Akram, Umair
    Jangbahadur, Uttara
    Dhaigude, Amol S.
    Sharma, Pooja
    Kumar, Sarika
    [J]. INTERNATIONAL JOURNAL OF CONFLICT MANAGEMENT, 2024,
  • [50] Mobile advertising: A systematic literature review and future research agenda
    Jebarajakirthy, Charles
    Maseeh, Haroon Iqbal
    Morshed, Zakir
    Shankar, Amit
    Arli, Denni
    Pentecost, Robin
    [J]. INTERNATIONAL JOURNAL OF CONSUMER STUDIES, 2021, 45 (06) : 1258 - 1291