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Synopsis
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.
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- PublisherCambridge University Press
- Publication date2021
- ISBN 10 110882921X
- ISBN 13 9781108829212
- BindingPaperback
- LanguageEnglish
- Number of pages112
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Conducting Sentiment Analysis (Elements in Corpus Linguistics)
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Conducting Sentiment Analysis (Paperback)
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Paperback. Condition: new. Paperback. 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. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781108829212
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Conducting Sentiment Analysis (Elements in Corpus Linguistics)
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Conducting Sentiment Analysis (Elements in Corpus Linguistics)
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