Algorithm Audit: Why, What, and How?

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A01=Biagio Aragona
algorithm
Algorithm Watch
algorithmic accountability
Algorithmic Authority
Algorithmic Culture
Algorithmic Governance
Algorithmic Readiness
Algorithmic Systems
Algorithmic Technologies
Algorithmic Transparency
audit
auditing automated decision systems
Author_Biagio Aragona
Average Confidence Score
big-data
black box
business
Category=GPS
Category=JHB
computational social science
critical
data ethics
data policy
decision making
digital governance
Digital Social Inequalities
Duct Tape
eq_bestseller
eq_isMigrated=1
eq_isMigrated=2
eq_nobargain
eq_non-fiction
eq_society-politics
EU Document
GDPR
ICT Service
institutions
intellectual property
ISCED
Learning Datasets
machine learning evaluation
methods
non-critical
Open Badges
oversight
politics
Predictive Policing
Public Administration
regulatory compliance
risk
Social Research Methods
social science
sociology
STS
SyRI
trust
Unsupervised Machine Learning
vocations
Walkthrough Method

Product details

  • ISBN 9780367530914
  • Weight: 453g
  • Dimensions: 138 x 216mm
  • Publication Date: 02 Aug 2021
  • Publisher: Taylor & Francis Ltd
  • Publication City/Country: GB
  • Product Form: Hardback
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Seeking to increasing the social awareness of citizens, institutions, and corporations with regard to the risks presented by the acritical use of algorithms in decision-making, this book explains the rationale and the methods of algorithm audit. Interdisciplinary in approach, it provides a systematic overview of the subject, supplying readers with clear definitions and practical tools for the audit of algorithms, while also taking account of the political, business, and vocational obstacles to the development of this new field. As such, it constitutes an essential resource for students and researchers across the social sciences and humanities, as well as for professionals and policymakers, with concerns about the social consequences of algorithmic decision-making.

Biagio Aragona is an Associate Professor of Sociology at the University of Naples Federico II, Italy.

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