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
Resource Information
The item Algorithmic equity : a framework for social applications, Osonde A. Osoba, Benjamin Boudreaux, Jessica Saunders, J. Luke Irwin, Pam A. Mueller, Samantha Cherney represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in European University Institute Library.This item is available to borrow from 1 library branch.
Resource Information
The item Algorithmic equity : a framework for social applications, Osonde A. Osoba, Benjamin Boudreaux, Jessica Saunders, J. Luke Irwin, Pam A. Mueller, Samantha Cherney represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in European University Institute Library.
This item is available to borrow from 1 library branch.
- 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. --
- Language
- eng
- Extent
- xi, 87 pages
- 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
- Isbn
- 9781977403131
- 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
- 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
- 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
- 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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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.library.eui.eu/portal/Algorithmic-equity--a-framework-for-social/bMRfv282lFM/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.library.eui.eu/portal/Algorithmic-equity--a-framework-for-social/bMRfv282lFM/">Algorithmic equity : a framework for social applications, Osonde A. Osoba, Benjamin Boudreaux, Jessica Saunders, J. Luke Irwin, Pam A. Mueller, Samantha Cherney</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.library.eui.eu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="https://link.library.eui.eu/">European University Institute Library</a></span></span></span></span></div>
