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User Mental Models of AI-based Personal Informatics

Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

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User Mental Models of AI-based Personal Informatics. / Sas, Corina.
2022. Paper presented at CHI 2022 - Grand Challenges for Personal Informatics and AI Workshop.

Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

Harvard

Sas, C 2022, 'User Mental Models of AI-based Personal Informatics', Paper presented at CHI 2022 - Grand Challenges for Personal Informatics and AI Workshop, 11/05/22 - 11/05/22.

APA

Sas, C. (2022). User Mental Models of AI-based Personal Informatics. Paper presented at CHI 2022 - Grand Challenges for Personal Informatics and AI Workshop.

Vancouver

Sas C. User Mental Models of AI-based Personal Informatics. 2022. Paper presented at CHI 2022 - Grand Challenges for Personal Informatics and AI Workshop.

Author

Sas, Corina. / User Mental Models of AI-based Personal Informatics. Paper presented at CHI 2022 - Grand Challenges for Personal Informatics and AI Workshop.

Bibtex

@conference{fd671ef5d1054b559f3e89cbb1fe1021,
title = "User Mental Models of AI-based Personal Informatics",
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.",
keywords = "Sociotechnical infrastructures, Ethics, Value-creation, Mental models",
author = "Corina Sas",
year = "2022",
month = may,
day = "11",
language = "English",
note = "CHI 2022 - Grand Challenges for Personal Informatics and AI Workshop ; Conference date: 11-05-2022 Through 11-05-2022",
url = "https://piandaichi2022.weebly.com/",

}

RIS

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 -