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“It would be pretty immoral to choose a random algorithm”: opening up algorithmic interpretability and transparency

Abstract:
Purpose The purpose of this paper is to report on empirical work conducted to open up algorithmic interpretability and transparency. In recent years, significant concerns have arisen regarding the increasing pervasiveness of algorithms and the impact of automated decision-making in our lives. Particularly problematic is the lack of transparency surrounding the development of these algorithmic systems and their use. It is often suggested that to make algorithms more fair, the... Expand abstract
Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1108/JICES-11-2018-0092

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Institution:
University of Oxford
Division:
MPLS
Department:
Computer Science
Role:
Author
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Institution:
University of Oxford
Division:
MPLS Division
Department:
Computer Science
Role:
Author
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Publisher:
Emerald Publisher's website
Journal:
Journal of Information, Communication and Ethics in Society Journal website
Volume:
17
Issue:
2
Pages:
210-228
Publication date:
2019-04-09
Acceptance date:
2019-01-29
DOI:
ISSN:
1477-996X
Source identifiers:
966690
Pubs id:
pubs:966690
UUID:
uuid:1c320723-2f1e-4f49-8ff9-beace9c048f3
Local pid:
pubs:966690
Deposit date:
2019-01-29

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