In this piece, we examine the parallels and contrasts between knowledge organization and data science with a focus on the subfields of AI and machine learning in particular. Our analysis aims to both highlight and aid making connections between information studies and artificial intelligence through the discussion of shared practical and theoretical considerations and concerns around simplification and transparency.
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