Data Underlying the Publication: Envisioning Contestability Loops

DOI:10.4121/8eb71eb5-cc7f-4055-aba3-2e90812a940b.v1
The DOI displayed above is for this specific version of this dataset, which is currently the latest. Newer versions may be published in the future. For a link that will always point to the latest version, please use
DOI: 10.4121/8eb71eb5-cc7f-4055-aba3-2e90812a940b

Datacite citation style

Alfrink, Kars; Keller, Ianus; Yurrita Semperena, Mireia ; Bulygin, Denis; Kortuem, Gerd et. al. (2024): Data Underlying the Publication: Envisioning Contestability Loops. Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/8eb71eb5-cc7f-4055-aba3-2e90812a940b.v1
Other citation styles (APA, Harvard, MLA, Vancouver, Chicago, IEEE) available at Datacite

Dataset

Data underlying the publication "Envisioning Contestability Loops: Evaluating the Agonistic Arena as a Generative Metaphor for Public AI."


In this study, we seek to make explicit the guiding ideas underpinning contestable AI research. We construct the generative metaphor of the Agonistic Arena from the political theory of agonistic pluralism. We combine this metaphor and current contestable AI guidelines into an infographic supporting the early-stage concept design of public AI system contestability mechanisms. We evaluate this infographic in five workshops paired with focus groups with a total of 18 practitioners, yielding ten concept designs. Our findings describe mechanisms for contestability proposed by these concept designs. Building on these findings, we subsequently evaluate the efficacy of the Agonistic Arena as a generative metaphor for the design of public AI and identify two competing metaphors at play in this space: the Black Box and the Sovereign.


The TU Delft Human Research Ethics Committee approved this study.


The data consists of:

  1. Scans of concept design sketches made by workshop participants (PDF)
  2. Transcripts of audio recordings of participants' verbal descriptions of their concept designs (TXT)
  3. Workshop schedule (PDF)
  4. Concept design summaries (PDF)
  5. Creative brief (PDF)
  6. Focus group guide (PDF)
  7. Workshop schedule (PDF)

History

  • 2024-06-18 first online, published, posted

Publisher

4TU.ResearchData

Format

*.pdf; *.txt

Funding

  • BRIdging Data in the built Environment (BRIDE) (grant code CISC.CC.018) [more info...] Dutch Research Council

Organizations

TU Delft, Faculty of Industrial Design Engineering, Department of Sustainable Design Engineering

DATA

Files (20)