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

Jo, Taeho

This popular book, updated as a textbook for classroom use, 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. The book features exercises and code to help readers quickly learn and apply knowledge.

Details

Published by: Springer

Publication Date: 2024-12-15

Format: Hardcover

ISBN-13: 9783031759758

DOI: 10.1007/978-3-031-75976-5

Dimensions: 235cm x155cm

Pages: 447