Chapter 1 An Introduction to Text Mining

Chapter 2 Information Extraction from Text

Chapter 3 A Survey of Text Summarization Techniques

Chapter 5 Dimensionality Reduction and Topic Modeling: From Latent Semantic Indexing to Latent Dirichlet Allocation and Beyond

Chapter 6 A Survey of Text Classification Algorithms

Chapter 7 Transfer Learning for Text Mining

Chapter 8 Probabilistic Models for Text Mining

Chapter 9 Mining Text Streams

Chapter 10 Translingual Mining from Text Data

Chapter 11 Text Mining in Multimedia

Chapter 12 Text Analytics in Social Media

Chapter 13 A Survey of Opinion Mining and Sentiment Analysis

Chapter 14 Biomedical Text Mining: A Survey of Recent Progress