Text Mining: Concepts, Implementation, and Big Data Challenge (Studies in Big Data, 45) - Softcover

Book 42 of 108: Studies in Big Data

Jo, Taeho

 
9783030063023: Text Mining: Concepts, Implementation, and Big Data Challenge (Studies in Big Data, 45)
Softcover
ISBN 10: 303006302X ISBN 13: 9783030063023
Publisher: Springer, 2019

Synopsis

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

"synopsis" may belong to another edition of this title.

About the Author

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”.

From the Back Cover

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.


  • 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.

"About this title" may belong to another edition of this title.

Publisher
Springer
Publication date
2019
Language
English
ISBN 10 
303006302X
ISBN 13 
9783030063023
Binding
Paperback
Number of pages
386

Other Popular Editions of the Same Title

9783319918143: Text Mining: Concepts, Implementation, and Big Data Challenge (Studies in Big Data, 45)

Featured Edition

ISBN 10:  3319918141 ISBN 13:  9783319918143
Publisher: Springer, 2018
Hardcover