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User Mental Models of AI-based Personal Informatics

Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

Published
Publication date11/05/2022
<mark>Original language</mark>English
EventCHI 2022 - Grand Challenges for Personal Informatics and AI Workshop - Virtual
Duration: 11/05/202211/05/2022
https://piandaichi2022.weebly.com/

Workshop

WorkshopCHI 2022 - Grand Challenges for Personal Informatics and AI Workshop
Period11/05/2211/05/22
Internet address

Abstract

The rather separate growth of two strands of work on personal informatics and AI technologies has prompted increased interest in AI-based personal information technologies. Such work however faces the challenges of user limited mental models of technologies in general and AI ones in particular, and of their ethical concerns. To address such challenges, the paper proposes to build on HCI work on user mental models, sociotechnical infrastructures and ethical design. The paper concludes with a reflection on our findings in these areas and articulates novel directions to address the identified challenges in order to design more ethical AI-based personal informatics systems.