PERSONALIZED_RANKING recipes - Amazon Personalize


The PERSONALIZED_RANKING recipe, Personalized-Ranking, provides recommendations in ranked order based on predicted interest level.


The Personalized-Ranking recipe is a hierarchical recurrent neural network (HRNN) recipe that also can filter and re-rank results. Personalized-Ranking provides a list of the best recommendations. Use the Personalized-Ranking recipe when you’re personalizing the results for your users, such as personalized re-ranking of search results or curated lists.

To train a model, the Personalized-Ranking recipe uses the data in your Interactions dataset, and if you created them, the Items dataset and Users dataset in your dataset group.