Difference between revisions of "Algorithmic Bias in Education"

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== Algorithmic Bias in Education ==
== Empirical Evidence for Algorithmic Bias in Education: The Wiki ==


This Wiki summarizes the current evidence surrounding Algorithmic Bias in Education:
This Wiki summarizes the current peer-reviewed published evidence surrounding Algorithmic Bias in Education:
which groups are impacted, and in which contexts.
which groups are impacted, and in which contexts.


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Baker, R.S., Hawn, M.A. (in press) Algorithmic Bias in Education. To appear in <em>International Journal of Artificial Intelligence and Education</em>
Baker, R.S., Hawn, M.A. (in press) Algorithmic Bias in Education. To appear in <em>International Journal of Artificial Intelligence and Education</em>
([https://www.upenn.edu/learninganalytics/ryanbaker/AlgorithmicBiasInEducation_rsb3.7.pdf pdf])
([https://www.upenn.edu/learninganalytics/ryanbaker/AlgorithmicBiasInEducation_rsb3.7.pdf pdf])
Note: Within this Wiki, we recommend that page editors use the group labels originally
used within the publications being cited, to best represent the articles included here. We also request that each page center the members of the group the page is about.
This wiki can be cited as
Penn Center for Learning Analytics (*current year*) Empircal Evidence for Algorithmic Bias in Education: The Wiki.
Philadelphia, PA: Penn Center for Learning Analytics.
Retrieved *current date* from https://www.pcla.wiki/index.php/Algorithmic_Bias_in_Education


== By Group Impacted ==
== By Group Impacted ==
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* [[Gender: Non-Binary and Transgender Learners]]
* [[Gender: Non-Binary and Transgender Learners]]
* [[Sexual Orientation]]
* [[Sexual Orientation]]
* [[Linguistic Origin]]
* [[National Origin or National Location]]
* [[National Origin or National Location]]
* [[International Students]]
* [[International Students]]
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* [[Engagement and Affect Detection]]
* [[Engagement and Affect Detection]]
*[[Self-regulated Learning]]
*[[Self-regulated Learning]]
* [[Task/Activity Quit Prediction]]
* [[Social Network Link Prediction]]

Revision as of 06:25, 10 November 2022

Empirical Evidence for Algorithmic Bias in Education: The Wiki

This Wiki summarizes the current peer-reviewed published evidence surrounding Algorithmic Bias in Education: which groups are impacted, and in which contexts.

For a relatively recent review on this topic, see Baker, R.S., Hawn, M.A. (in press) Algorithmic Bias in Education. To appear in International Journal of Artificial Intelligence and Education (pdf)

Note: Within this Wiki, we recommend that page editors use the group labels originally used within the publications being cited, to best represent the articles included here. We also request that each page center the members of the group the page is about.

This wiki can be cited as Penn Center for Learning Analytics (*current year*) Empircal Evidence for Algorithmic Bias in Education: The Wiki. Philadelphia, PA: Penn Center for Learning Analytics. Retrieved *current date* from https://www.pcla.wiki/index.php/Algorithmic_Bias_in_Education

By Group Impacted

By Algorithm Application