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Amazon Personalize Create Solution Version

KNIME LabsAmazon Web ServicesAmazon Personalize
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This node creates a new solution version of either a newly created solution or an existing one with Amazon Personalize. It outputs metrics of the created solution version whereby higher values are better for each of the metrics. To create a solution, you can either use one of the predefined recipes or use AutoML. There are three types of recipes. User personalization recipes build models that give item recommendations for specific users, personalized ranking recipes build models that can be used to do a personalized ranking of a list of items for a specific user, and related items recipes build models that can be used to find items that are similar to a specific item. If you are using AutoML, Amazon automatically finds the best user personalization recipe for you by trying several recipes out.
You need to have at least one dataset group that contains interactions data to be able to create a solution. Use the Amazon Personalize Upload Interactions node to upload such data.
For deployment of a solution version, create a campaign with the Amazon Personalize Create Campaign node.
More information is available on the website or in the documentation .

Note: If the node execution is interrupted during the creation, e.g. by the user or due to lost of internet connection, the creation will still be completed on AWS, although the node does not execute successfully.

Node details

Input ports
  1. Type: AWS Comprehend Connection
    AWS connection information
    The AWS connection information.
Output ports
  1. Type: Table
    Solution version information
    Besides the ARN of the create solution version and the type of the used recipe, the metrics of the solution version are in the output. Higher values are better.

Extension

The Amazon Personalize Create Solution Version node is part of this extension:

  1. Go to item

Related workflows & nodes

  1. Go to item
  2. Go to item
  3. Go to item

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