VIDEO_ON_DEMAND use cases - Amazon Personalize

VIDEO_ON_DEMAND use cases

The following sections list the requirements and Amazon Resource Name (ARN) for each VIDEO_ON_DEMAND use case.

Note

If you use the CreateRecommender API, provide the ARN listed here for the recipe ARN.

Most popular

Get recommendations for videos that have been watched by the most users.

  • Recipe ARN: arn:aws:personalize:::recipe/aws-vod-most-popular

  • GetRecommendations requirements:

    userId: Required

    itemId: Not used

  • Required datasets: Interactions dataset

  • Required event types: At minimum, 1000 Watch events.

Because you watched X

Get recommendations for videos that other users also watched based on a video that you specify. With this use case, Amazon Personalize automatically filters videos the user watched based on the userId you specify.

  • Recipe ARN: arn:aws:personalize:::recipe/aws-vod-because-you-watched-x

  • GetRecommendations API requirements:

    userId: Required

    itemId: Required

  • Required datasets: Interactions dataset

  • Required event types: At minimum, 1000 Watch events.

More like X

Get recommendations for videos that are similar to a video that you specify. With this use case, Amazon Personalize automatically filters videos the user watched based on the userId that you specify and Watch events. For better performance, record Click events in addition to the required Watch events

  • Recipe ARN: arn:aws:personalize:::recipe/aws-vod-more-like-x

  • GetRecommendations API requirements:

    userId: Required

    itemId: Required

  • Required datasets: Interactions dataset and Items dataset

  • Required number of events: At minimum, 1000 events.

  • Recommended additional event types: Watch and Click events.

Top picks for you

Get personalized content recommendations for a user that you specify. With this use case, Amazon Personalize automatically filters videos the user watched based on the userId that you specify and Watch events.

  • Recipe ARN: arn:aws:personalize:::recipe/aws-vod-top-picks

  • GetRecommendations requirements:

    userId: Required

    itemId: Not used

  • Required datasets: Interactions dataset and Items dataset

  • Required number of events: At minimum, 1000 events.

  • Recommended additional event types: Click and Watch events.