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Studies in Big Data

Text Mining

Concepts, Implementation, and Big Data Challenge

Authors: Jo, Taeho

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  • Presents techniques of preprocessing texts into structured forms
  • Outlines concepts of text categorization and clustering, their algorithms, and implementation guides
  • Includes advanced topics such as text summarization, text segmentation, topic mapping, and automatic text management
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eBook $139.00
price for USA in USD (gross)
  • ISBN 978-3-319-91815-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.99
price for USA in USD
  • ISBN 978-3-319-91814-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $179.99
price for USA in USD
  • ISBN 978-3-030-06302-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book discusses text mining and different ways this type of data mining can be used to find implicit knowledge from text collections. The author provides the guidelines for implementing text mining systems in Java, as well as concepts and approaches. The book starts by providing detailed text preprocessing techniques and then goes on to provide concepts, the techniques, the implementation, and the evaluation of text categorization. It then goes into more advanced topics including text summarization, text segmentation, topic mapping, and automatic text management.

About the authors

Dr. Taeho Jo works as a faculty member for school of game in Hongik University, South Korea. He received his PhD from University of Ottawa in 2006. His research spans text mining, neural networks, machine learning, and information retrieval. He has four years’ experience working for industrial organizations and ten years’ experience working for in academia. He has published almost 150 research papers, and he was awarded two times in the world wide biography dictionary, “Marquis Who’s Who in the World”.

Table of contents (16 chapters)

Table of contents (16 chapters)

Buy this book

eBook $139.00
price for USA in USD (gross)
  • ISBN 978-3-319-91815-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.99
price for USA in USD
  • ISBN 978-3-319-91814-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $179.99
price for USA in USD
  • ISBN 978-3-030-06302-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Text Mining
Book Subtitle
Concepts, Implementation, and Big Data Challenge
Authors
Series Title
Studies in Big Data
Series Volume
45
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG, part of Springer Nature
eBook ISBN
978-3-319-91815-0
DOI
10.1007/978-3-319-91815-0
Hardcover ISBN
978-3-319-91814-3
Softcover ISBN
978-3-030-06302-3
Series ISSN
2197-6503
Edition Number
1
Number of Pages
XIII, 373
Number of Illustrations
88 b/w illustrations, 148 illustrations in colour
Topics