The Text Mining Handbook: Advanced Approaches in Analyzing Unstructured Data

Description

Publisher: Cambridge University Press
Language: English
ISBN: 0521836573
Paperback: 422 pages
Data: December 11, 2006
Format: PDF
Description: Text mining tries to solve the crisis of information overload by combining techniques from data mining, machine learning, natural language processing, information retrieval, and knowledge management. In addition to providing an in-depth examination of core text mining and link detection algorithms and operations, this book examines advanced pre-processing techniques, knowledge representation considerations, and visualization approaches. Finally, it 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.




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