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Amazon Personalize Personalized Ranking

StreamableKNIME Amazon Machine Learning Integration version 4.3.0.v202011211914 by KNIME AG, Zurich, Switzerland

This node returns a ranking of items for a specific user by calling the Amazon Personalize service. At least one campaign must be available that was created using a recipe of type personalized ranking. As input, the node takes an item id and an item list that should be ranked. The output will be a list that is a ranked/sorted input list.
More information is available on the website or in the documentation.

Options

Campaign
Specify the the campaign. See also here.
Item ID column
Select the column that contains item IDs. See also here.
Item list column
Select the column that contains item lists that should be ranked. See also here.
Missing value handling
Specify the action if a missing value is in the input. If Fail is selected, the node will fail. Otherwise, the node just gives a warning and puts missing values in the output for the corresponding rows.

Input Ports

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The AWS connection information.
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The input table containing user IDs and item lists.

Output Ports

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The input table with one appended column containing a list of ranked items in order of most likely interest to the user.

Installation

To use this node in KNIME, install KNIME Amazon Machine Learning Integration from the following update site:

KNIME 4.3

A zipped version of the software site can be downloaded here.

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Developers

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