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Leveraging user-generated social media content with text-mining examples

IBM Journey to AI blog

One of the best ways to take advantage of social media data is to implement text-mining programs that streamline the process. What is text mining? This valuable information helps decision-makers refine marketing strategies, improve product offerings and deliver a more personalized customer experience.

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Using Machine Learning for Sentiment Analysis: a Deep Dive

DataRobot Blog

This is one of the reasons why detecting sentiment from natural language (NLP or natural language processing ) is a surprisingly complex task. It could be anything from a sentence to a paragraph to a longer-form collection of text. We use the term “document” loosely.)

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Dude, Where’s My Neural Net? An Informal and Slightly Personal History

Lexalytics

This book effectively killed off interest in neural networks at that time, and Rosenblatt, who died shortly thereafter in a boating accident, was unable to defend his ideas. (I Around this time a new graduate student, Geoffrey Hinton, decided that he would study the now discredited field of neural networks.