Towards a multi-stakeholder value-based assessment framework for algorithmic systems

  Means Value(s) and Manifestation(s) DT AT DE DS Application (model) Approach Visual elements Additional details
[B] Privacy dashboards ([80], [81], [82], [83], [84]) PRIVACY
- Description of what data is collected
- Description of how data is handled
- Purpose statement of data collection

HUMAN AGENCY
- Opportunity to self-assess the system

TRANSPARENCY
- Disclosure of origin and properties of data
      Agnostic   - Timelines
- Bar chart
- Maps
- Network graphs
 




Red: descriptive documents specifying whether/how a value manifestation is fulfilled
Blue: strategy for fulfilling value manifestations
Green : complete tool for enabling the fulfillment of value manifestations

DT: Development Team
AT: Auditing Team
DE: Data domain Experts
DS: Decision Subject

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