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.
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To use this node in KNIME, install the extension KNIME Amazon Machine Learning Integration from the below update site following our NodePit Product and Node Installation Guide:
A zipped version of the software site can be downloaded here.
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