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A Practical Guide to Sentiment Analysis

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...

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Bibliographic Details
Other Authors: Cambria, Erik (Editor), Das, Dipankar (Editor), Bandyopadhyay, Sivaji (Editor), Feraco, Antonio (Editor)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2017, 2017
Edition:1st ed. 2017
Series:Socio-Affective Computing
Subjects:
User Interfaces (computer Systems)
Engineering Mathematics
Medicine / Research
Information Storage And Retrieval
Applied Linguistics
Biology / Research
Information Storage And Retrieval Systems
Biomedical Research
Engineering / Data Processing
Mathematical Statistics / Data Processing
User Interfaces And Human Computer Interaction
Statistics And Computing
Mathematical And Computational Engineering Applications
Human-computer Interaction
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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

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