PredictedItem
An object that identifies an item.
The GetRecommendations and GetPersonalizedRanking APIs return a list of
PredictedItems.
Contents
- itemId
-
The recommended item ID.
Type: String
Length Constraints: Maximum length of 256.
Required: No
- metadata
-
Metadata about the item from your Items dataset.
Type: String to string map
Key Length Constraints: Maximum length of 150.
Value Length Constraints: Maximum length of 20000.
Required: No
- promotionName
-
The name of the promotion that included the predicted item.
Type: String
Length Constraints: Minimum length of 1. Maximum length of 63.
Pattern:
^[a-zA-Z0-9][a-zA-Z0-9\-_]*Required: No
- reason
-
If you use User-Personalization-v2, a list of reasons for why the item was included in recommendations. Possible reasons include the following:
-
Promoted item - Indicates the item was included as part of a promotion that you applied in your recommendation request.
-
Exploration - Indicates the item was included with exploration. With exploration, recommendations include items with less interactions data or relevance for the user. For more information about exploration, see Exploration.
-
Popular item - Indicates the item was included as a placeholder popular item. If you use a filter, depending on how many recommendations the filter removes, Amazon Personalize might add placeholder items to meet the
numResultsfor your recommendation request. These items are popular items, based on interactions data, that satisfy your filter criteria. They don't have a relevance score for the user.
Type: Array of strings
Length Constraints: Maximum length of 256.
Required: No
-
- score
-
A numeric representation of the model's certainty that the item will be the next user selection. For more information on scoring logic, see Recommendation scores.
Type: Double
Required: No
See Also
For more information about using this API in one of the language-specific AWS SDKs, see the following:
