Tag: Sampling Bias
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Algorithmic Bias, Financial Inclusion, and Gender
Bias Mitigation, Credit Score, Data Collection, Fairness, Gender Bias, Labeling Bias, Outcome Proxy Bias, Sampling BiasAuthor: Sonja Kelly, Mehrdad Mirpourian; Publisher: Women’s World Banking; Publication Year: 2021. The following report discussed where gender-based bias originates and how to mitigate such biases in the emerging digital credit space. The report discussed…
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What Does Information Science Offer for Data Science Research?: A Review of Data and Information Ethics Literature
Author: Brady Lund, Ting Wang; Publisher: Sciendo; Publication Year: 2020. The following article discusses the issues of bias in the data science world, however, it goes more in-depth and explains 5 different kinds of bias…