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)
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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