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Conducting Sentiment Analysis

Conducting Sentiment Analysis

by Lei Lei and Dilin Liu
Paperback
Publication Date: 23/09/2021

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This Element provides a basic introduction to sentiment analysis, aimed at helping students and professionals in corpus linguistics to understand what sentiment analysis is, how it is conducted, and where it can be applied. It begins with a definition of sentiment analysis and a discussion of the domains where sentiment analysis is conducted and used the most. Then, it introduces two main methods that are commonly used in sentiment analysis known as supervised machine-learning and unsupervised learning (or lexicon-based) methods, followed by a step-by-step explanation of how to perform sentiment analysis with R. The Element then provides two detailed examples or cases of sentiment and emotion analysis, with one using an unsupervised method and the other using a supervised learning method.
ISBN:
9781108829212
9781108829212
Category:
linguistics
Format:
Paperback
Publication Date:
23-09-2021
Publisher:
Cambridge University Press
Country of origin:
United Kingdom
Pages:
75
Dimensions (mm):
228x151x7mm
Weight:
0.18kg

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