The Text Mining Handbook: Advanced Approaches in Analyzing Unstructured Data

The Text Mining Handbook: Advanced Approaches in Analyzing Unstructured Data

by Ronen Feldman, James Sanger
     
 

Covers text mining and link detection algorithms, pre-processing techniques, knowledge representation, visualization and applications.See more details below

Overview

Covers text mining and link detection algorithms, pre-processing techniques, knowledge representation, visualization and applications.

Product Details

ISBN-13:
9780521836579
Publisher:
Cambridge University Press
Publication date:
04/30/2006
Edition description:
New Edition
Pages:
422
Product dimensions:
6.97(w) x 9.96(h) x 0.94(d)

Related Subjects

Table of Contents

1. Introduction to text mining; 2. Core text mining operations; 3. Text mining preprocessing techniques; 4. Categorization; 5. Clustering; 6. Information extraction; 7. Probabilistic models for Information extraction; 8. Preprocessing applications using probabilistic and hybrid approaches; 9. Presentation-layer considerations for browsing and query refinement; 10. Visualization approaches; 11. Link analysis; 12. Text mining applications; Appendix; Bibliography.

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