[NulledPremium com] Text Mining Concepts, Implementation, and Big Data Challenge

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Book details

File Size: 6.33 MB

Format: pdf

Print Length: 373 pages

Publisher: Springer; 1st ed. 2019 edition (June 7, 2018)

Publication Date: June 7, 2018

Sold by: Amazon Digital Services LLC

Language: English

ASIN: B07DLQPN6N



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.



Presents techniques of preprocessing texts into structured forms;

Outlines concepts of text categorization and clustering, their algorithms, and implementation guides;

Includes advanced topics such as text summarization, text segmentation, topic mapping, and automatic text management.