big data
- Future States & AI
- Article
Tracking the Why Over Time: A New Era of AI-Powered Advertising Research
A new framework for measuring advertising impact over time—“intensive longitudinal mediation”—uses AI and big data to reveal when and why ads work. This approach helps marketers capture psychological shifts in real-time, going beyond static analysis to uncover how advertising drives behavior over days or weeks.
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- Audience & Media Measurement
- Article
Evaluate Identity Resolution Effectively with this Council Guide
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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- Past Event Highlights
- Article
Big Data and Advanced Audiences
On March 12, the ARF hosted an Insights Studio exploring actionable strategies to improve audience segmentation, refine measurement practices, and deliver better campaign results. Nielsen shared an update on how data-driven insights enhance advertising effectiveness. DatafuelX and TelevisaUnivision unveiled general and specific findings about the value of Nielsen Panel & Big Data for data-driven linear campaigns.
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