Identity Negotiation in AI Styling Interactions on Short-Video Platforms
Abstract
After generative AI entered everyday decision-making, how algorithmic aesthetic evaluation affects the identity construction of young users has become a question worth attention. This study adopts content analysis and examines 109 interaction units from 15 AI styling videos on short-video platforms. The findings show that identity negotiation in AI styling interactions mainly takes three forms, accommodative confirmation, collaborative adaptation, and defensive repair, and shows the feature of a separation between action power and interpretive power. While adopting AI suggestions, users maintain the interpretive power over the meaning of their own image through questioning, adjustment, and irony, and they turn algorithmic mismatch into performative content production. This study provides a new perspective for understanding human-machine communication and subjectivity construction in the era of generative AI.
References
- Goffman, E. (1959).The presentation of self in everyday life. University of Edinburgh Social Sciences Research Centre.
- Nass, C., & Moon, Y. (2000). Machines and mindlessness: Social responses to computers.Journal of Social Issues, 56(1), 81-103. https://doi.org/10.1111/0022-4537.00153
- Guzman, A. L., & Lewis, S. C. (2020). Artificial intelligence and communication: A human–machine communication research agenda.New Media & Society, 22(1), 70-86. https://doi.org/10.1177/1461444819858691
- Cheng, M., & Zhao, J. Y. (2020). On communication subject and subject cognition in the era of intelligent communication.Journalism and Communication Review, 73(1), 11-18. https://doi.org/10.14086/j.cnki.xwycbpl.2020.01.002
- Swann, W. B. (1982). Self-verification: Bringing social reality into harmony with the self. In J. Suls & R. L. Miller (Eds.),Social psychological perspectives on the self(pp. 33-66). Lawrence Erlbaum Associates.
- Ting-Toomey, S. (2005). Identity negotiation theory: Crossing cultural boundaries. Sage Publications.
- Ma, R., Niu, S., Li, L., et al. (2026). Negotiating digital identities with AI companions: Motivations, strategies, and emotional outcomes. InProceedings of the 2026 CHI Conference on Human Factors in Computing Systems(pp. 1-18).