Beyond mystery: Putting algorithmic accountability in context
- Elizabeth Reddy,
- ,
- Andrea Ballestero
- Colorado School of Mines,
- ,
- Rice University
Research Output:
Journal Article or Conference Article in Journal
Journal article
Peer-reviewOpen access
Publication Information
Output type
Research Output:
Journal Article or Conference Article in Journal
Journal article
Peer-reviewOriginal language
EnglishPages from-to (Number of pages)
Pages 1-7Journal (Volume, Issue Number)
Big Data & Society (Volume 6, Issue 1)Publication milestones
- Published - 19/02/2019
Publication status
Published - 19/02/2019
ISSN
2053-9517Publication IDs
- Scopus: 85074177160
Abstract
Critical algorithm scholarship has demonstrated the difficulties of attributing accountability for the actions and effects of algorithmic systems. In this commentary, we argue that we cannot stop at denouncing the lack of accountability for algorithms and their effects but must engage the broader systems and distributed agencies that algorithmic systems exist within; including standards, regulations, technologies, and social relations. To this end, we explore accountability in “the Generated Detective,” an algorithmically generated comic. Taking up the mantle of detectives ourselves, we investigate accountability in relation to this piece of experimental fiction. We problematize efforts to effect accountability through transparency by undertaking a simple operation: asking for permission to re-publish a set of the algorithmically selected and modified words and images which make the frames of the comic. Recounting this process, we demonstrate slippage between the “complication” of the algorithm and the obscurity of the legal and institutional structures in which it exists.
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Final published version, 568.91 KB
License:CC BY-NC, opens in new tab
