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

Jo, Taeho

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.

Details

Published by: Springer

Publication Date: 2019-02-14

Format: Paperback

ISBN-13: 9783030063023

DOI: 10.1007/978-3-319-91815-0

Dimensions: 235cm x155cm

Pages: 373