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  • EdArXiv
    |
    Dec 19th, 2022
    |
    report
    EdArXiv
    Dec 19th, 2022

    Predictive analytics methods in education are seeing widespread use and are producing increasingly accurate predictions of students’ outcomes. With the increased use of predictive analytics comes increasing concern about fairness for specific subgroups of the population. One approach that has been proposed to increase fairness is using demographic variables directly in models, as predictors. In this paper we explore issues of fairness in the use of demographic variables as predictors of...

Last update from database: 28/12/2024, 08:15 (UTC)
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