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Algorithms for Sentiment Analysis on Entity

Data Science Asked by Vladitapalov on December 14, 2020

I want to make sentiment analysis for an entity which was found, like Google NLP.

Entity should have magnitude and score.

Please share with me the possible research papers.

p/s please not propose to make sentiment for sentence where the entity is located and them assign to entity from such sentence.

One Answer

A roll-your-own solution using Mathematica is described at https://pdfs.semanticscholar.org/0245/c38fd1f3c7859c5e22382426178090faa395.pdf

I've not found such capability built into Mathematica's core, although that research paper is from 2013.

IBM Cloud's Text Analysis API also includes this capability: https://console.bluemix.net/apidocs/natural-language-understanding#entities

See also the responses to sentiment analysis for multiple entry in one text

There may be others...

Answered by Sarah Messer on December 14, 2020

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