Algorithmic Bias in Education

In this paper, we review algorithmic bias in education, discussing the causes of that bias and reviewing the empirical literature on the specific ways that algorithmic bias is known to have manifested in education. While other recent work has reviewed mathematical definitions of fairness and expande...

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Bibliographic Details
Published in:	International journal of artificial intelligence in education Vol. 32; no. 4; pp. 1052 - 1092
Main Authors:	Baker, Ryan S., Hawn, Aaron
Format:	Journal Article
Language:	English
Published:	New York Springer New York 01.12.2022 Springer Springer Nature B.V
Subjects:	Algorithms Artificial Intelligence Automation Bias Computer Science Computers and Education Decision making Disabilities Education Educational Practices Educational Technology Educational Testing Gender Learning Processes Machine learning Mathematics Military Personnel Race Racism Sex Socioeconomic Status Standardized Tests Statistical Bias Students User Interfaces and Human Computer Interaction Veterans Algorithmic bias Algorithmic fairness Machine learning Artificial intelligence and education
ISSN:	1560-4292, 1560-4306
Online Access:	Get full text
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