Text Mining: Concepts, Implementation, and Big Data Challenge
Book 45 of Studies in Big Data
Language: English
Business & Economics Business Mathematics Computers Computers & Information Technology Data Mining Databases Electrical Industries Intelligence (AI) & Semantics Storage & Retrieval System Administration Technology & Engineering Telecommunications
Publisher: Springer
Published: Jun 7, 2018
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.