media measurement

How to Validate Media Measurement Systems Built with AI

  • by Danielle Parra (Omnicom), Young Pros Officer
  • CROSS-PLATFORM MEASUREMENT COUNCIL

AI can accelerate campaign measurement, but how do you know the results are reliable? On July 15, the ARF Cross-Platform Measurement Council led an exploration of validating AI-powered measurement models and systems. Industry practitioners shared validation approaches, frameworks, and tools that work based on real case studies. Plus, attendees had the opportunity to ask questions in a Q&A.

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Evaluate Identity Resolution Effectively with this Council Guide

  • ARF ORIGINAL RESEARCH

Identity resolution (IDR) is crucial in media measurement and advertising, connecting media messaging to individuals. This guide, produced by the ARF Identity Resolution Working Group (of the ARF Cross-Platform Measurement Council), explores different units of analysis in IDR beyond individuals, such as households, geography and cohorts and their implications for matching quality, targeting and marketing success.  

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