What is Federated Learning of Cohorts (FLoC) a proposal to do in advertising?

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Prepare for the WGU MKTG 6040 D381 E-Commerce and Marketing Analytics Exam. Use flashcards and multiple choice questions with hints and explanations. Ensure your success on this crucial exam!

Multiple Choice

What is Federated Learning of Cohorts (FLoC) a proposal to do in advertising?

Explanation:
FLoC aims to replace individual-level tracking with targeting based on groups of users who share similar browsing patterns. On-device, Google’s system analyzes recent browsing activity and assigns a user to a cohort that represents a common set of interests. Advertisers receive only the cohort identifier, not a unique user ID, so ads are served to the group rather than to a specific person. This approach targets by similarity in browsing behavior without exposing unique identifiers, and it doesn’t rely on location data or payment history.

FLoC aims to replace individual-level tracking with targeting based on groups of users who share similar browsing patterns. On-device, Google’s system analyzes recent browsing activity and assigns a user to a cohort that represents a common set of interests. Advertisers receive only the cohort identifier, not a unique user ID, so ads are served to the group rather than to a specific person. This approach targets by similarity in browsing behavior without exposing unique identifiers, and it doesn’t rely on location data or payment history.

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