Text Mining

Lieferzeit: Lieferbar innerhalb 14 Tagen

171,19 

Concepts, Implementation, and Big Data Challenge, Studies in Big Data 45

ISBN: 303006302X
ISBN 13: 9783030063023
Autor: Jo, Taeho
Verlag: Springer Verlag GmbH
Umfang: xiii, 373 S., 88 s/w Illustr., 148 farbige Illustr., 373 p. 236 illus., 148 illus. in color.
Erscheinungsdatum: 14.02.2019
Auflage: 1/2019
Produktform: Kartoniert
Einband: Kartoniert

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.

Artikelnummer: 7596489 Kategorie:

Beschreibung

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

Autorenporträt

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 Whos Who in the World.

Herstellerkennzeichnung:


Springer Verlag GmbH
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69121 Heidelberg
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E-Mail: juergen.hartmann@springer.com

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