The Rise of Deepfakes: A Conceptual Framework and Research Agenda for Marketing

被引:26
作者
Whittaker, Lucas [1 ]
Letheren, Kate [1 ]
Mulcahy, Rory [2 ]
机构
[1] Queensland Univ Technol, Brisbane, Qld, Australia
[2] Univ Sunshine Coast, Sunshine Coast, Qld, Australia
来源
AUSTRALASIAN MARKETING JOURNAL | 2021年 / 29卷 / 03期
关键词
artificial intelligence; deepfakes; generative adversarial networks; machine learning; synthetic media; balanced centricity; ARTIFICIAL-INTELLIGENCE; PERSONALIZED CONTENT; PERSUASION; CHARACTERS; DISCLOSURE; AUTHENTICITY; TECHNOLOGY; EMOTIONS; WORLD; POST;
D O I
10.1177/1839334921999479
中图分类号
F [经济];
学科分类号
02 ;
摘要
Deepfakes, digital content created via machine learning, a form of artificial intelligence technology, are generating interest among marketers and the general population alike and are often portrayed as a "phantom menace" in the media. Despite relevance to marketing theory and practice, deepfakes-and the opportunities for benefit or deviance they provide-are little understood or discussed. This article introduces deepfakes to the marketing literature and proposes a typology, conceptual framework, and associated research agenda, underpinned by theorizing based on balanced centricity, to guide the future investigation of deepfakes in marketing scholarship. The article makes an argument for balance (i.e., situations where all stakeholders benefit), and it is hoped that this article may provide a foundation for future research and application of deepfakes as "a new hope" for marketing.
引用
收藏
页码:204 / 214
页数:11
相关论文
共 78 条
  • [71] Till BrianD., 1998, Journal of Product Brand Management, V7, P400, DOI DOI 10.1108/10610429810237718
  • [72] Tractica, 2019, ARTIFICIAL INTELLIGE
  • [73] Deepfakes and Disinformation: Exploring the Impact of Synthetic Political Video on Deception, Uncertainty, and Trust in News
    Vaccari, Cristian
    Chadwick, Andrew
    [J]. SOCIAL MEDIA + SOCIETY, 2020, 6 (01):
  • [74] Al-enabled biometrics in recruiting: Insights from marketers for managers
    van Esch, Patrick
    Black, J. Stewart
    Franklin, Drew
    Harder, Mark
    [J]. AUSTRALASIAN MARKETING JOURNAL, 2021, 29 (03): : 225 - 234
  • [75] "All Around Me Are Synthetic Faces": The Mad World of AI-Generated Media
    Whittaker, Lucas
    Kietzmann, Tim C.
    Kietzmann, Jan
    Dabirian, Amir
    [J]. IT PROFESSIONAL, 2020, 22 (05) : 90 - 99
  • [76] Williams R, 2020, DORITOS LETS MOBILE
  • [77] Wilson J, 2018, HARVARD BUS REV, V96, P115
  • [78] Woollacott E, 2019, CHINA BANS DEEPFAKES