The Text Mining Handbook

Advanced Approaches in Analyzing Unstructured Data

By: Ronen Feldman, James Sanger

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Hardcover | 8 January 2007

At a Glance

Hardcover
424 Pages

Dimensions(cm)
25.4 x 17.78 x 2.39

Hardcover

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Text mining is a new and exciting area of computer science research that tries to solve the crisis of information overload by combining techniques from data mining, machine learning, natural language processing, information retrieval, and knowledge management. Similarly, link detection â" a rapidly evolving approach to the analysis of text that shares and builds upon many of the key elements of text mining â" also provides new tools for people to better leverage their burgeoning textual data resources. The Text Mining Handbook presents a comprehensive discussion of the state-of-the-art in text mining and link detection. In addition to providing an in-depth examination of core text mining and link detection algorithms and operations, the book examines advanced pre-processing techniques, knowledge representation considerations, and visualization approaches. Finally, the book explores current real-world, mission-critical applications of text mining and link detection in such varied fields as M&A business intelligence, genomics research and counter-terrorism activities.

Industry Reviews

' ... buy the book. This book is definitely worth having in your book shelf as a handy reference.' IAPR Newsletter

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You Can Find This Book In

Non-Fiction Computing & I.T.Databases Data Mining Computer Science Artificial Intelligence Machine Learning Pattern Recognition Expert Systems & Knowledge-Based Systems

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
Appendix
Bibliography
Table of Contents provided by Publisher. All Rights Reserved.

The Text Mining Handbook

Advanced Approaches in Analyzing Unstructured Data

At a Glance

Hardcover

Industry Reviews

Shipping

How to return your order

Defective items

You Can Find This Book In

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