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A Non-Expert's Introduction to Data Ethics for Mathematicians
April 23, 2024, 4:44 a.m. | Mason A. Porter
cs.LG updates on arXiv.org arxiv.org
Abstract: I give a short introduction to data ethics. I begin with some background information and societal context for data ethics. I then discuss data ethics in mathematical-science education and indicate some available course material. I briefly highlight a few efforts -- at my home institution and elsewhere -- on data ethics, society, and social good. I then discuss open data in research, research replicability and some other ethical issues in research, and the tension between …
abstract arxiv context course cs.cy cs.lg data data ethics discuss education ethics expert highlight home information introduction material math.ho physics.soc-ph science stat.ml type
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