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From Valence to Emotions: How Coarse versus Fine-Grained Online Sentiment can predict Real-World Outcomes
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Focusing on the intersection of user-generated content and scientific research, this book explores how emotions and valences in online data can predict human-related events. It begins with a theoretical framework for sentiment detection and classification, then categorizes empirical literature into three prediction subjects. A thorough analysis compares various prediction methods, assessing their consistency and limitations, providing insights into the effectiveness of these approaches in understanding human behavior through digital expressions.
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From Valence to Emotions: How Coarse versus Fine-Grained Online Sentiment can predict Real-World Outcomes, Robert Kohtes
- Language
- Released
- 2013
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- (Paperback)
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- Title
- From Valence to Emotions: How Coarse versus Fine-Grained Online Sentiment can predict Real-World Outcomes
- Language
- English
- Authors
- Robert Kohtes
- Publisher
- Anchor Academic Publishing
- Released
- 2013
- Format
- Paperback
- Pages
- 80
- ISBN13
- 9783954891450
- Category
- Business and Economics
- Description
- Focusing on the intersection of user-generated content and scientific research, this book explores how emotions and valences in online data can predict human-related events. It begins with a theoretical framework for sentiment detection and classification, then categorizes empirical literature into three prediction subjects. A thorough analysis compares various prediction methods, assessing their consistency and limitations, providing insights into the effectiveness of these approaches in understanding human behavior through digital expressions.