Coverart for item
The Resource An intelligence in our image : the risks of bias and errors in artificial intelligence, Osonde A. Osoba, William Welser IV

An intelligence in our image : the risks of bias and errors in artificial intelligence, Osonde A. Osoba, William Welser IV

Label
An intelligence in our image : the risks of bias and errors in artificial intelligence
Title
An intelligence in our image
Title remainder
the risks of bias and errors in artificial intelligence
Statement of responsibility
Osonde A. Osoba, William Welser IV
Title variation
Risks of Bias and Errors in Artificial Intelligence
Creator
Contributor
Author
Issuing body
Publisher
Subject
Language
eng
Summary
"Machine learning algorithms and artificial intelligence systems influence many aspects of people's lives: news articles, movies to watch, people to spend time with, access to credit, and even the investment of capital. Algorithms have been empowered to make such decisions and take actions for the sake of efficiency and speed. Despite these gains, there are concerns about the rapid automation of jobs (even such jobs as journalism and radiology). A better understanding of attitudes toward and interactions with algorithms is essential precisely because of the aura of objectivity and infallibility cultures tend to ascribe to them. This report illustrates some of the shortcomings of algorithmic decisionmaking, identifies key themes around the problem of algorithmic errors and bias, and examines some approaches for combating these problems. This report highlights the added risks and complexities inherent in the use of algorithmic decisionmaking in public policy. The report ends with a survey of approaches for combating these problems"--Publisher's description
Cataloging source
DOS
http://library.link/vocab/creatorName
Osoba, Osonde
Dewey number
006.31
Illustrations
illustrations
Index
no index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Welser, William
  • Rand Corporation
Series statement
Research report
Series volume
RR-1744-RC
http://library.link/vocab/subjectName
  • Machine learning
  • Artificial intelligence
  • Computational learning theory
  • Errors
Label
An intelligence in our image : the risks of bias and errors in artificial intelligence, Osonde A. Osoba, William Welser IV
Instantiates
Publication
Copyright
Note
"April 5, 2017"--Table of contents page
Bibliography note
Includes bibliographical references (pages 29-34)
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Algorithms: definition and evaluation -- The problem in focus: factors and remedies -- Conclusion
Control code
ocn982111463
Dimensions
unknown
Extent
1 online resource (ix, 34 pages)
Form of item
online
Isbn
9780833097668
Isbn Type
(electronic bk.)
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
14265241
Other physical details
color illustrations
Specific material designation
remote
System control number
(OCoLC)982111463
Label
An intelligence in our image : the risks of bias and errors in artificial intelligence, Osonde A. Osoba, William Welser IV
Publication
Copyright
Note
"April 5, 2017"--Table of contents page
Bibliography note
Includes bibliographical references (pages 29-34)
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Algorithms: definition and evaluation -- The problem in focus: factors and remedies -- Conclusion
Control code
ocn982111463
Dimensions
unknown
Extent
1 online resource (ix, 34 pages)
Form of item
online
Isbn
9780833097668
Isbn Type
(electronic bk.)
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
14265241
Other physical details
color illustrations
Specific material designation
remote
System control number
(OCoLC)982111463

Library Locations

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