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'It's reducing a human being to a percentage'; Perceptions of justice in algorithmic decisions

Abstract:

Data-driven decision-making consequential to individuals raises important questions of accountability and justice. Indeed, European law provides individuals limited rights to ‘meaningful information about the logic’ behind significant, autonomous decisions such as loan approvals, insurance quotes, and CV filtering. We undertake three experimental studies examining people’s perceptions of justice in algorithmic decision-making under different scenarios and explanation styles. Dimensions of jus...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1145/3173574.3173951

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Institution:
University of Oxford
Division:
MPLS
Department:
Computer Science
Role:
Author
More by this author
Institution:
University of Oxford
Department:
Computer Science
Role:
Author
More by this author
Institution:
University of Oxford
Department:
Computer Science
Role:
Author
More by this author
Institution:
University of Oxford
Department:
Computer Science
Role:
Author
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Name:
Engineering & Physical Sciences Research Council
Grant:
EP/M507970/1
Publisher:
Association for Computing Machinery
Host title:
ACM CHI Conference on Human Factors in Computing Systems (CHI 2018)
Journal:
ACM CHI Conference on Human Factors in Computing Systems (CHI 2018) More from this journal
Article number:
377
Pages:
1-14
Publication date:
2018-04-21
Acceptance date:
2018-02-12
DOI:
Keywords:
Pubs id:
pubs:827812
UUID:
uuid:633f21a3-96a2-4f54-ac0b-e067c39f8e1f
Local pid:
pubs:827812
Source identifiers:
827812
Deposit date:
2018-03-05

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