Amazon Comprehend (Key Phrases)

Manipulator

This node discovers key phrases within text by utilizing the Amazon Comprehend service. Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to discover insights from text. The Comprehend service returns the key phrases or talking points and a confidence score to support that this is a key phrase. A key phrase consists of a noun and modifiers that distinguish the noun phrase (e.g. "a beautiful day").
The new data table contains a new row for every discovered key phrase as well as a score column which indicates the level of confidence that the text is a key phrase. Additionally, there are columns that define the start and end offsets of the key phrase within the input text. The offsets can be used to extract a key phrase from the original text

For more information about AWS Comprehend can be found on this website.

Input Ports

  1. Type: AWS Comprehend Connection
    The AWS connection information.
  2. Type: Data
    The input table containing the text on which to apply key phrase detection.

Output Ports

  1. Type: Data
    An output table containing one key phrase per row, as well as a score and the key phrase's offsets within the input text.

Extension

This node is part of the extension

KNIME Amazon Machine Learning Integration

v4.0.0

Short Link

Drag node into KNIME Analytics Platform