ENGLISH

Text Mining: Concepts, Implementation, and Big Data Challenge

By Taeho Jo

Book information

Publisher
Springer
Year
2018
ISBN
3319918141, 9783319918143
Language
english
Format
PDF
Filesize
12 MB (12787502 bytes)
Series
Studies in Big Data
Edition
1st ed. 2019
Pages
373\376
Time added
2018-06-07 20:36:58
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Description

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.

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