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PLUTO: A Public Value Assessment Tool.

Laura Koesten, Peter Ferenc Gyarmati, Connor Hogan

    IEEE Computer Graphics and Applications
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    Summary
    This summary is machine-generated.

    We introduce PLUTO, a Public Value Assessment Tool, to evaluate data use ethically. This framework promotes stakeholder engagement by assessing data risks and benefits, fostering accountability in data practices.

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    Area of Science:

    • Data Science
    • Ethics in Data Use
    • Societal Impact of Data

    Background:

    • Growing concerns regarding the ethical implications and societal impact of data utilization.
    • Need for standardized frameworks to assess the public value and risks associated with data projects.
    • The principle of data solidarity as a foundation for equitable data governance.

    Purpose of the Study:

    • To present PLUTO (Public Value Assessment Tool), a novel framework for evaluating the public value of data use.
    • To empower diverse stakeholders in critically assessing data projects.
    • To encourage reflection on the risks and benefits inherent in data utilization.

    Main Methods:

    • Development of a structured assessment framework grounded in data solidarity.
    • Incorporation of qualitative risk-benefit analysis with a focus on actionable quantitative metrics.
    • Iterative design process informed by theoretical foundations and initial user feedback.

    Main Results:

    • PLUTO provides a structured approach for stakeholders to engage with data projects.
    • Challenges identified in translating qualitative assessments into quantitative, transparent metrics.
    • Initial user feedback indicates potential for improved decision-making and accountability.

    Conclusions:

    • PLUTO offers a promising tool for assessing the public value of data use.
    • The framework has the potential to foster responsible data practices and shared accountability.
    • Further development is needed to refine metric translation and ensure inclusivity.