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The Text Mining Handbook: Advanced Approaches in Analyzing Unstructured Data

Publisher: 
Cambridge University Press
Number of Pages: 
410
Price: 
70.00
ISBN: 
9780521836579
Date Received: 
Saturday, December 30, 2006
Reviewable: 
Include In BLL Rating: 
Reviewer Email Address: 
Ronen Feldman and James Sanger
Publication Date: 
2006
Format: 
Hardcover
Category: 
Monograph

 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.

Publish Book: 
Modify Date: 
Saturday, December 30, 2006

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