Leveraging Class Balancing Techniques to Alleviate Algorithmic Bias for Predictive Tasks in Education
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DOI: 10.1109/tlt.2022.3196278
Abstract: Predictive modeling is a core technique used in tackling various tasks in learning analytics research, e.g., classifying educational forum posts, predicting learning performance, and identifying at-risk students. When applying a predictive model, it is often… read more here.
Keywords: accuracy; class; balancing techniques; algorithmic bias ... See more keywords