Algorithmic Bias in Education

Author:

Baker Ryan S.ORCID,Hawn Aaron

Funder

Schmidt Futures

University of Pennsylvania

Publisher

Springer Science and Business Media LLC

Subject

Computational Theory and Mathematics,Education

Reference133 articles.

1. Ali, M., Sapiezynski, P., Bogen, M., Korolova, A., Mislove, A., & Rieke, A. (2019). Discrimination through optimization: How Facebook’s ad delivery can Lead to biased outcomes. Proceedings of the ACM on Human-Computer Interaction, 3(CSCW). https://doi.org/10.1145/3359301.

2. Anderson, H., Boodhwani, A., & Baker, R. S. (2019). Assessing the fairness of graduation predictions. Proceedings of the 12th International Conference on Educational Data Mining, 488–491.

3. Angwin, J., Larson, J., Mattu, S., & Kirchner, L. (2016). Machine Bias: there’s software used across the country to predict future criminals. And it’s biased against blacks. ProPublica. https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing%0A. Accessed 1 Oct 2021.

4. Arroyo, I., Burleson, W., Tai, M., Muldner, K., & Woolf, B. P. (2013). Gender differences in the use and benefit of advanced learning Technologies for Mathematics. Journal of Educational Psychology, 105(4), 957–969. https://doi.org/10.1037/a0032748

5. ASSISTments Project. (2014). ASSISTmentsData: Terms of Use for Using Data. Retrieved January 7, 2021, from https://sites.google.com/site/assistmentsdata/termsofuseforusingdata

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