Amazon Personalize
Developer Guide

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Popularity-Count Recipe

Popularity-count returns the top popular items from a dataset. A popular item is defined by the number of times it occurs in the dataset. The recipe returns the same popular items for all users. Popularity-count is a good starting point to compare against other recipes.

This predefined recipe has the following properties:

  • Nameaws-popularity-count

  • Recipe ARNarn:aws:personalize:::recipe/aws-popularity-count

  • Algorithm ARNarn:aws:personalize:::algorithm/aws-popularity-count

  • Feature Transformation ARNarn:aws:personalize:::feature-transformation/sims

  • Recipe typeUSER_PERSONALIZATION

Popularity-count has no exposed hyperparameters.