ENGLISH

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

By Taeho Jo

Book information

Publisher
Springer; Second Edition 2024
Year
2024
ISBN
3031759753, 9783031759758
Language
english
Format
PDF
Filesize
27 MB (28278560 bytes)
Pages
462\451
Library
KZ
Time added
2025-02-01 10:04:50

Description

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.

Similar books