Sanchez-Monedero, Javier and Dencik, Lina. 2018. How to (partially) evaluate automated decision systems. Working Paper. Data Justice Project, Cardiff. [Report]

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Abstract or Description

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:	Report (Working Paper)
Additional Information:	Funding: ERC-funded project ‘Data Justice: Understanding datafication in relation to social justice’ (DATAJUSTICE) starting grant.
Keywords:	Data justice, automation
Departments, Centres and Research Units:	Media, Communications and Cultural Studies
Date:	6 December 2018
Item ID:	37290
Date Deposited:	23 Jul 2024 14:50
Last Modified:	23 Jul 2024 14:57
URI:	https://research.gold.ac.uk/id/eprint/37290

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