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Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications
Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications
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Author Gary Miner,John Elder IV,Thomas Hill,Robert Nisbet,Dursun Delen,Andrew Fast
Manufacturer Academic Press
PublicationDate 2012-01-25

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The world contains an unimaginably vast amount of digital information which is getting ever vaster ever more rapidly. This makes it possible to do many things that previously could not be done: spot business trends, prevent diseases, combat crime and so on. Managed well, the textual data can be used to unlock new sources of economic value, provide fresh insights into science and hold governments to account. As the Internet expands and our natural capacity to process the unstructured text that it contains diminishes, the value of text mining for information retrieval and search will increase dramatically.

This comprehensive professional reference brings together all the information, tools and methods a professional will need to efficiently use text mining applications and statistical analysis.

The Handbook of Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications presents a comprehensive how- to reference that shows the user how to conduct text mining and statistically analyze results. In addition to providing an in-depth examination of core text mining and link detection tools, methods and operations, the book examines advanced preprocessing techniques, knowledge representation considerations, and visualization approaches. Finally, the book explores current real-world, mission-critical applications of text mining and link detection using real world example tutorials in such varied fields as corporate, finance, business intelligence, genomics research, and counterterrorism activities.

-Extensive case studies, most in a tutorial format, allow the reader to 'click through' the example using a software program, thus learning to conduct text mining analyses in the most rapid manner of learning possible

-Numerous examples, tutorials, power points and datasets available via companion website on Elsevierdirect.com

-Glossary of text mining terms provided in the appendix

 


Author Gary Miner,John Elder IV,Thomas Hill,Robert Nisbet,Dursun Delen,Andrew Fast
Binding Hardcover
EAN 9780123869791
Edition 1
IsEligibleForTradeIn 1
ISBN 012386979X
Label Academic Press
Manufacturer Academic Press
NumberOfItems 1
NumberOfPages 1000
ProductGroup Book
PublicationDate 2012-01-25
Publisher Academic Press
SKU ACOM-INT_book_usedgood_012386979X
Studio Academic Press
Title Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications
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