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Text Mining: Concepts, Implementation, and Big Data Challenge
Hardcover
Series: Studies in Big Data, Book 45
Technology & EngineeringGeneral Computers
ISBN13: 9783031759758
Publisher: Springer
Published: Dec 15 2024
Pages: 447
Weight: 1.81
Height: 1.00 Width: 6.14 Depth: 9.21
Language: English
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.
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