THE TEXT MINING HANDBOOK /
Advanced Approaches in Analyzing Unstructured Data
Ronen Feldman, James Sanger
- XII, 410 pages; 28 cm
Includes bibliography (pages 335-387)
Introduction to text mining -- Core text mining operations -- Text mining preprocessing techniques -- Categorization -- Clustering -- Information extraction -- Probabilistic models for information extraction -- Preprocessing applications using probabilistic and hybrid approaches -- Presentation-layer considerations for browsing and query refinement -- Visualization approaches -- Link analysis -- Text mining applications