Title page
by Bing Liu, Enza Messina, Elisabetta Fersini, Federico Alberto Pozzi
Sentiment Analysis in Social Networks
- Cover image
- Title page
- Table of Contents
- Copyright
- Contributors
- Editors’ Biographies
- Preface
- Acknowledgments
- Chapter 1: Challenges of Sentiment Analysis in Social Networks: An Overview
- Chapter 2: Beyond Sentiment: How Social Network Analytics Can Enhance Opinion Mining and Sentiment Analysis
- Abstract
- 1 Introduction
- 2 Definitions and History of Online Social Networks
- 3 Are Online Social Networks All the Same? Features and Metrics
- 4 Psychological and Motivational Factors for People to Share Opinions and to Express Themselves on Social Networks
- 5 From Sociology Principles to Social Networks Analytics
- 6 How Can Social Network Analytics Improve Sentiment Analysis on Online Social Networks?
- 7 Conclusion and Future Directions
- Chapter 3: Semantic Aspects in Sentiment Analysis
- Chapter 4: Linked Data Models for Sentiment and Emotion Analysis in Social Networks
- Abstract
- Acknowledgments
- 1 Introduction
- 2 Marl: A Vocabulary for Sentiment Annotation
- 3 Onyx: A Vocabulary for Emotion Annotation
- 4 Linked Data Corpus Creation for Sentiment Analysis
- 5 Linked Data Lexicon Creation for Sentiment Analysis
- 6 Sentiment and Emotion Analysis Services
- 7 Case Study: Generation of a Domain-Specific Sentiment Lexicon
- 8 Conclusions
- Chapter 5: Sentic Computing for Social Network Analysis
- Chapter 6: Sentiment Analysis in Social Networks: A Machine Learning Perspective
- Chapter 7: Irony, Sarcasm, and Sentiment Analysis
- Chapter 8: Suggestion Mining From Opinionated Text
- Chapter 9: Opinion Spam Detection in Social Networks
- Chapter 10: Opinion Leader Detection
- Chapter 11: Opinion Summarization and Visualization
- Chapter 12: Sentiment Analysis With SpagoBI
- Chapter 13: SOMA: The Smart Social Customer Relationship Management Tool: Handling Semantic Variability of Emotion Analysis With Hybrid Technologies
- Chapter 14: The Human Advantage: Leveraging the Power of Predictive Analytics to Strategically Optimize Social Campaigns
- Chapter 15: Price-Sensitive Ripples and Chain Reactions: Tracking the Impact of Corporate Announcements With Real-Time Multidimensional Opinion Streaming
- Chapter 16: Conclusion and Future Directions
- Author Index
- Subject Index
Sentiment Analysis in Social Networks
First Edition
Federico Alberto Pozzi
Elisabetta Fersini
Enza Messina
Bing Liu
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