How to (partially) evaluate automated decision systems

Sanchez-Monedero, Javier ORCID: https://orcid.org/0000-0001-8649-1709 and Dencik, Lina ORCID: https://orcid.org/0000-0002-1982-0901 2018. How to (partially) evaluate automated decision systems. [Working Paper]. datajusticeproject.net. Available at: https://datajusticeproject.net/wp-content/uploads/...

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Abstract

Depicting the social impact of automated decision systems requires multiple interdisciplinary entry-points. In this paper we focus on the actual data and algorithms that produce specific outputs for the purposes of decision-making. The aim of this report is to outline the range of prominent methods that are used for auditing algorithms in data-driven systems and to also consider some of their limitations.

Item Type:	Monograph (Working Paper)
Date Type:	Published Online
Status:	Published
Schools:	Journalism, Media and Culture
Subjects:	H Social Sciences > H Social Sciences (General) T Technology > T Technology (General)
Publisher:	datajusticeproject.net
Date of First Compliant Deposit:	25 January 2019
Last Modified:	24 Oct 2022 08:49
URI:	https://orca.cardiff.ac.uk/id/eprint/118783

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