Accepted author manuscript, 257 KB, PDF document
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review
Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review
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TY - CONF
T1 - User Mental Models of AI-based Personal Informatics
AU - Sas, Corina
PY - 2022/5/11
Y1 - 2022/5/11
N2 - 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.
AB - 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.
KW - Sociotechnical infrastructures
KW - Ethics
KW - Value-creation
KW - Mental models
M3 - Conference paper
T2 - CHI 2022 - Grand Challenges for Personal Informatics and AI Workshop
Y2 - 11 May 2022 through 11 May 2022
ER -