Torrent details for "Text Mining: Concepts, Implementation, and Big Data Challenge (Studies in Big Data Book 45) 1st ed. ..."    Log in to bookmark

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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.

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