Lei Lei (Shanghai Jiao Tong University, Dilin Liu (University of Alabama)
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 about how to perform...
This Element provides a basic introduction to sentiment analysis, aimed at helping students and professionals in corpus linguistics to understand what...