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Who is the "Human" in Human-Centered Machine Learning

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References

2006Using thematic analysis in psychology193,725 cited
2009The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration28,094 cited
1969Stigma: Notes on the Management of Spoiled Identity14,231 cited
1989Institutional Ecology, `Translations' and Boundary Objects: Amateurs and Professionals in Berkeley's Museum of Vertebrate Zoology, 1907-3910,821 cited
1999An Introduction to Discourse Analysis: Theory and Method6,084 cited
2012CRITICAL QUESTIONS FOR BIG DATA5,449 cited
2013Now I see it, now I don’t: researcher’s position and reflexivity in qualitative research4,016 cited
1974The Archaeology of Knowledge.3,891 cited
2014Experimental evidence of massive-scale emotional contagion through social networks3,683 cited
2004How stigma interferes with mental health care.3,642 cited
2012Fairness through awareness3,501 cited
2009Computational Social Science3,359 cited
2017Fake News Detection on Social Media3,273 cited
2016How the machine ‘thinks’: Understanding opacity in machine learning algorithms3,179 cited
2014Big Data's Disparate Impact

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3,046 cited

2006Dehumanization: An Integrative Review2,915 cited

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