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Auditing Algorithms: Research Methods for Detecting ...

Auditing Algorithms: Research Methods for Detecting Discrimination on Internet Platforms Christian Sandvig*1, Kevin Hamilton2, Karrie Karahalios2, & Cedric Langbort2. Paper presented to Data and Discrimination: Converting Critical Concerns into Productive Inquiry, a preconference at the 64th Annual Meeting of the International Communication Association. May 22, 2014; Seattle, WA, USA. * - Corresponding Author 1. Department of Communication Studies, University of Michigan 4322 North Quad, 105 S State St Ann Arbor, MI 48109 USA. 2. Center for People and infrastructures , Coordinated Science Laboratory University of Illinois, Urbana-Champaign 1308 West Main Street, Urbana IL 61801 USA. {kham, kkarahal, langbort} 1. Introducing Screen Science.

Research Methods for Detecting Discrimination on Internet Platforms Christian Sandvig*1, ... Infrastructures of all kinds are being transformed into “smart” iterations which feature embedded computing power, telecommunications links, and dynamic real-time control (Graham & Marvin, 2001). At the core of these systems sit algorithms that

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