Exploring Collaboration Patterns and Strategies in Human-AI Co-creation through the Lens of Agency: A Scoping Review of the Top-tier HCI Literature
Shuning Zhang, Hui Wang, Xin Yi
摘要
As Artificial Intelligence (AI) increasingly becomes an active collaborator in co-creation, understanding the distribution and dynamic of agency is paramount. The Human-Computer Interaction (HCI) perspective is crucial for this analysis, as it uniquely reveals the interaction dynamics and specific control mechanisms that dictate how agency manifests in practice. Despite this importance, a systematic synthesis mapping agency configurations and control mechanisms within the HCI/CSCW literature is lacking. Addressing this gap, we reviewed 134 papers from top-tier HCI/CSCW venues (e.g., CHI, UIST, CSCW) over the past 20 years. This review yields four primary contributions: (1) an integrated theoretical framework structuring agency patterns, control mechanisms, and interaction contexts, (2) a comprehensive operational catalog of control mechanisms detailing how agency is implemented; (3) an actionable cross-context map linking agency configurations to diverse co-creative practices; and (4) grounded implications and guidance for future CSCW research and the design of co-creative systems, addressing aspects like trust and ethics.
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引用它的顶会 Paper7
- Feedback by Design: Understanding and Overcoming User Feedback Barriers in Conversational AgentsNikhil Sharma, Zheng Zhang, Daniel Lee, Namita Krishnan 等CHI 2026 · 被引用 2 次
- Who Does What? Archetypes of Roles Assigned to LLMs During Human-AI Decision-MakingShreya Chappidi, Jatinder Singh, Andra Valentina KrauzeCHI 2026 · 被引用 2 次
- Towards AI as Colleagues: Multi-Agent System Improves Structured Ideation ProcessesKexin Quan, Dina Albassam, Mengke Wu, Zijian Ding 等CHI 2026 · 被引用 2 次
- Investigating Novice Researchers' Perceptions of Research Privacy Within LLM-Assisted WorkflowsShuning Zhang, Changxi Wen, Eve He, Ying Ma 等CCS 2026 · 被引用 1 次
- Collab: Fostering Critical Identification of Deepfake Videos on Social Media via Synergistic AnnotationShuning Zhang, Linzhi Wang, Shixuan Li, Yuanyuan Wu 等CHI 2026 · 被引用 1 次
它引用的顶会 Paper88
- AI Chains: Transparent and Controllable Human-AI Interaction by Chaining Large Language Model PromptsTongshuang Wu, Michael Terry, Carrie Jun CaiCHI 2022 · 被引用 465 次
- Novice-AI Music Co-Creation via AI-Steering Tools for Deep Generative ModelsRyan Louie, Andy Coenen, Cheng Zhi Huang, Michael Terry 等CHI 2020 · 被引用 265 次
- Next Steps for Human-Computer IntegrationFlorian 'Floyd' Mueller, Pedro Lopes, Paul Strohmeier, Wendy Ju 等CHI 2020 · 被引用 252 次
- Co-Writing Screenplays and Theatre Scripts with Language Models: Evaluation by Industry ProfessionalsPiotr Mirowski, Kory W. Mathewson, Jaylen Pittman, Richard EvansCHI 2023 · 被引用 235 次
- Design Principles for Generative AI ApplicationsJustin D. Weisz, Jessica He, Michael J. Muller, Gabriela Hoefer 等CHI 2024 · 被引用 221 次
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