Coverart for item
The Resource Algorithmic equity : a framework for social applications, Osonde A. Osoba, Benjamin Boudreaux, Jessica Saunders, J. Luke Irwin, Pam A. Mueller, Samantha Cherney

Algorithmic equity : a framework for social applications, Osonde A. Osoba, Benjamin Boudreaux, Jessica Saunders, J. Luke Irwin, Pam A. Mueller, Samantha Cherney

Label
Algorithmic equity : a framework for social applications
Title
Algorithmic equity
Title remainder
a framework for social applications
Statement of responsibility
Osonde A. Osoba, Benjamin Boudreaux, Jessica Saunders, J. Luke Irwin, Pam A. Mueller, Samantha Cherney
Creator
Contributor
Author
Subject
Genre
Language
eng
Summary
Social institutions-such as markets, social media platforms, criminal justice systems, and employment processes-increasingly leverage algorithms for decisionmaking purposes. This report examines potential pathologies in institutional use of algorithmic decisionmaking tools. The primary focus of this report is to understand how to evaluate the equitable use of algorithms across a range of specific applications. The report outlines concepts of equity from philosophical, legal, and technical traditions to draw insights that apply across algorithmic decisionmaking contexts. The researchers develop a framework for examining algorithmic decisionmaking and work through three domain explorations (auto insurance, job recruitment, and criminal justice). In addition, the work contains a deep dive into an algorithm audit of a part of the North Carolina criminal justice system. The work ends with overall insights and recommendations of practical mechanisms for algorithmic governance. The subject of the report is important because unaddressed equity challenges can undermine the stability and legitimacy of social institutions and lead to severe adverse impacts on affected people. --
Assigning source
Provided by publisher
http://library.link/vocab/creatorName
Osoba, Osonde A
Dewey number
658.403
Illustrations
illustrations
Index
no index present
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1978-
http://library.link/vocab/relatedWorkOrContributorName
  • Boudreaux, Benjamin
  • Saunders, Jessica M.
  • Irwin, J. Luke
  • Mueller, Pam A.
  • Cherney, Samantha
http://library.link/vocab/subjectName
  • Artificial intelligence
  • Algorithms
  • Fairness
Label
Algorithmic equity : a framework for social applications, Osonde A. Osoba, Benjamin Boudreaux, Jessica Saunders, J. Luke Irwin, Pam A. Mueller, Samantha Cherney
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 77-85)
Carrier category
  • volume
  • online resource
Carrier category code
  • nc
  • cr
Carrier MARC source
  • rdacarrier
  • rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction -- Concepts of Equity -- Domain Exploration: Algorithms in Auto Insurance -- Domain Exploration: Algorithms in Employee Recruitment -- Domain Exploration: Algorithms in U.S. Criminal Justice Systems -- Analytic Case Study: Auditing Algorithm Use in North Carolina's Criminal Justice System -- Insights and Recommendations -- Appendix A: Supplemental Tables
Control code
on1114115022
Dimensions
26 cm
Extent
xi, 87 pages
Isbn
9781977403131
Media category
  • unmediated
  • computer
Media MARC source
  • rdamedia
  • rdamedia
Media type code
  • n
  • c
Other physical details
illustrations
System control number
(OCoLC)1114115022
Label
Algorithmic equity : a framework for social applications, Osonde A. Osoba, Benjamin Boudreaux, Jessica Saunders, J. Luke Irwin, Pam A. Mueller, Samantha Cherney
Publication
Bibliography note
Includes bibliographical references (pages 77-85)
Carrier category
  • volume
  • online resource
Carrier category code
  • nc
  • cr
Carrier MARC source
  • rdacarrier
  • rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction -- Concepts of Equity -- Domain Exploration: Algorithms in Auto Insurance -- Domain Exploration: Algorithms in Employee Recruitment -- Domain Exploration: Algorithms in U.S. Criminal Justice Systems -- Analytic Case Study: Auditing Algorithm Use in North Carolina's Criminal Justice System -- Insights and Recommendations -- Appendix A: Supplemental Tables
Control code
on1114115022
Dimensions
26 cm
Extent
xi, 87 pages
Isbn
9781977403131
Media category
  • unmediated
  • computer
Media MARC source
  • rdamedia
  • rdamedia
Media type code
  • n
  • c
Other physical details
illustrations
System control number
(OCoLC)1114115022

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