Discriminatory Optimization: Social Algorithms Conflict With Marketing Plans

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Research findings show that ad delivery optimization can often skew the exposed audience by gender or race. Specifically, research found that Facebook algorithms used to optimize a target audience discriminated in its delivery of job advertisements. New research, Auditing for Discrimination in Algorithms Delivering Job Ads, expands on this work to present an auditing methodology for gender bias in audience qualifications.

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