Book Data Equals: Democratic Equality & Technological Hierarchy PDF Download - Colin Koopman
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Data Equals: Democratic Equality & Technological Hierarchy
Colin Koopman
Page: 304
Format: pdf, ePub, mobi, fb2
ISBN: 9780226842264
Publisher: University of Chicago Press
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Overview
An expansive vision for data equality that goes beyond algorithmic fairness.
When we gave algorithms power over our world, we hoped that the apparent neutrality of machine thinking would create a more egalitarian age. Yet we are more divided than ever, staring down threats to democracy itself. In Data Equals, Colin Koopman argues that data technologies fail us so often because we built them around a deficient notion of equality.
It is not enough, Koopman explains, that algorithms engage everyone’s data with the same measuring stick. The data themselves are all too often structured in ways that obscure and exacerbate stratifying distinctions. Koopman contends that we must also work to ensure that those people subject to computational assessment enter data systems on equal terms. Part philosophical argument, part practical guide (replete with case studies from education technology), Data Equals offers novel methods for realizing democratic equality in a digital age.