A Practical Guide to Sentiment Analysis

• Corporate Author: SpringerLink (Online service)
• Other Authors: Cambria, Erik (Editor), Das, Dipankar (Editor), Bandyopadhyay, Sivaji (Editor), Feraco, Antonio (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: Socio-Affective Computing, 5
• Subjects: Medicine.; Information storage and retrieval.; User interfaces (Computer systems).; Applied linguistics.; Statistics.; Applied mathematics.; Engineering mathematics.; Biomedicine.; Biomedicine general.; Information Storage and Retrieval.; Applied Linguistics.; Appl.Mathematics/Computational Methods of Engineering.; User Interfaces and Human Computer Interaction.; Statistics and Computing/Statistics Programs.

This edited work presents studies and discussions that clarify the challenges and opportunities of sentiment analysis research. While sentiment analysis research has become very popular in the past ten years, most companies and researchers still approach it simply as a polarity detection problem. In...

Table of Contents:

• Preface
• Affective Computing and Sentiment Analysis
• Many Facets of Sentiment Analysis
• Reflections on Sentiment/Opinion Analysis
• Challenges in Sentiment Analysis
•  Sentiment Resources: Lexicons and Datasets
• Generative Models for Sentiment Analysis and Opinion Mining
• Social Media Summarization
• Deception Detection and Opinion Spam
• Concept-Level Sentiment Analysis with SenticNet
• Index.