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How Sentiment Analysis works

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CJ Jenkins
CJ Jenkins

This is an introduction for the layman to how sentiment analysis in machines works.

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How Sentiment Analysis works in machines (an introduction) Marie-Claire Jenkins                     
What is it? ,[object Object],[object Object],[object Object]
We can analyse... ,[object Object],[object Object],[object Object],[object Object]
Why would we want to do this? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Several fields of computing merge ,[object Object],[object Object],[object Object],[object Object]
The problem has several dimensions ,[object Object],[object Object],[object Object],[object Object],[object Object]
What is an opinion? ,[object Object],[object Object],[object Object],[object Object],[object Object]
It's not always easy to differentiate between fact and opinion.
What is an opinion to a machine? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The Quintuple is hard to resolve ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Language is ambiguous ,[object Object],[object Object],[object Object],[object Object],[object Object]
The process... ,[object Object],[object Object],S = subject VP = Verb Phrase V = Verb N = Noun NP = Noun Phrase PP = Preposition Det = Determiner Then we extract defined patterns like [Det] + [NN] for example
The process part 2 ,[object Object],[object Object],[object Object],[object Object],[object Object]
The process part 3 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Classifying sentiments ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
So does it work? ,[object Object],[object Object],[object Object]
Things to read ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
In the press ,[object Object],[object Object],[object Object],[object Object],[object Object]
Tools for coders ,[object Object],[object Object],[object Object],[object Object],[object Object]
Check out this beautiful visual sentiment system <3 
http://www.scienceforseo.com

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How Sentiment Analysis works