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You Are a Political Junkie and Felon Who Loves Blenders:A Research Agenda
Christian Sandvig // @niftycUniversity of Michigan
Unwanted Consequences of Online Algorithms:
Four Recent Examples
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Measuring the Unwanted Consequences
Discoverable? (by users)+ -
Measuring the Unwanted Consequences
Predictable?(by designers)
Discoverable? (by users)
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Measuring the Unwanted Consequences
Predictable?(by designers)
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Measuring the Unwanted Consequences
Predictable?(by designers)
media
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Measuring the Unwanted Consequences
Predictable?(by designers)
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Measuring the Unwanted Consequences
Facebook’s “Please Change Your Name”
Predictable?(by designers)
media
Discoverable? (by users)
media
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Measuring the Unwanted Consequences
Predictable?(by designers)
media
Discoverable? (by users)
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Measuring the Unwanted Consequences
Google’s “Caillou Sucks”
Predictable?(by designers)
media
Discoverable? (by users)
audit
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Measuring the Unwanted Consequences
Home Depot’s $0.41
Predictable?(by designers)
media
Discoverable? (by users)
audit
media ??
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Measuring the Unwanted Consequences
Predictable?(by designers)
media
Discoverable? (by users)
audit
media ??
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Measuring the Unwanted Consequences
Social Media’s Algorithm Attribution Error
Predictable?(by designers)
media
Discoverable? (by users)
audit
media ??
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Measuring the Unwanted Consequences
Predictable?(by designers)
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Discoverable? (by users)
audit
media ??
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+ -ethics
Measuring the Unwanted Consequences
Predictable?(by designers)
media
Discoverable? (by users)
audit
media ??
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+ -ethics
Measuring the Unwanted Consequences
Predictable?(by designers)
media
Discoverable? (by users)
audit
media ??
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user communitiesalgorithm portraits
ethics
Measuring the Unwanted Consequences
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Auditing Algorithms from the OutsideMay 2015Oxford, UKhttp://auditingalgorithms.wordpress.com
Thank you. --Christian Sandvig // @niftyc