Cardiff University | Prifysgol Caerdydd ORCA
Online Research @ Cardiff 
WelshClear Cookie - decide language by browser settings

How to (partially) evaluate automated decision systems

Sanchez-Monedero, Javier ORCID: and Dencik, Lina ORCID: 2018. How to (partially) evaluate automated decision systems. [Working Paper]. Available at:

[thumbnail of WP-How-to-evaluate-automated-decision-systems.pdf]
PDF - Published Version
Download (1MB) | Preview


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)
Date of First Compliant Deposit: 25 January 2019
Last Modified: 24 Oct 2022 08:49

Actions (repository staff only)

Edit Item Edit Item


Downloads per month over past year

View more statistics