Content-type: text/html Downes.ca ~ Stephen's Web ~ Is this the right way to use machine learning in education?

Stephen Downes

Knowledge, Learning, Community

Graham Attwell points to 'Predicting Employment through Machine Learning' by Linsey S. Hugo  and comments that it "confirms some of my worries about the use of machine learning in education." The idea is that student records could be used to predict a student's performance on employers' desirable skills. However, say Attwell, "it reduces the purpose of degree level education to employment." Additionally, "it accepts that employers call the shots through proxies based on unquestioned and unchallenged 'well recognised skills'" which may disguise bias against certain social groups. All true, except, how is this different from the current system, other than that it uses technology to do this?

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Stephen Downes Stephen Downes, Casselman, Canada
stephen@downes.ca

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Last Updated: Apr 26, 2024 02:36 a.m.

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