2012

Mining Text Data

Editors:

ISBN: 978-1-4614-3222-7 (Print) 978-1-4614-3223-4 (Online)

Table of contents (14 chapters)

  1. Front Matter

    Pages i-xi

  2. No Access

    Book Chapter

    Pages 1-10

    An Introduction to Text Mining

  3. No Access

    Book Chapter

    Pages 11-41

    Information Extraction from Text

  4. No Access

    Book Chapter

    Pages 43-76

    A Survey of Text Summarization Techniques

  5. No Access

    Book Chapter

    Pages 77-128

    A Survey of Text Clustering Algorithms

  6. No Access

    Book Chapter

    Pages 129-161

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

  7. No Access

    Book Chapter

    Pages 163-222

    A Survey of Text Classification Algorithms

  8. No Access

    Book Chapter

    Pages 223-257

    Transfer Learning for Text Mining

  9. No Access

    Book Chapter

    Pages 259-295

    Probabilistic Models for Text Mining

  10. No Access

    Book Chapter

    Pages 297-321

    Mining Text Streams

  11. No Access

    Book Chapter

    Pages 323-359

    Translingual Mining from Text Data

  12. No Access

    Book Chapter

    Pages 361-384

    Text Mining in Multimedia

  13. No Access

    Book Chapter

    Pages 385-414

    Text Analytics in Social Media

  14. No Access

    Book Chapter

    Pages 415-463

    A Survey of Opinion Mining and Sentiment Analysis

  15. No Access

    Book Chapter

    Pages 465-517

    Biomedical Text Mining: A Survey of Recent Progress

  16. Back Matter

    Pages 519-522