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Mastering text mining with R : master text-taming techniques and build effective text-processing applications with R by Ashish Kumar, Avinash Paul is a nonfiction available to read on EtoBox.

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Text Mining (or text data mining or text analytics) is the process of extracting useful and high-quality information from text by devising patterns and trends. R provides an extensive ecosystem to mine text through its many frameworks and packages. Starting with basic information about the statistics concepts used in text mining, this book will teach you how to access, cleanse, and process text using the R language and will equip you with the tools and the associated knowledge about different tagging, chunking, and entailment approaches and their usage in natural language processing. Moving on, this book will teach you different dimensionality reduction techniques and their implementation in R. Next, we will cover pattern recognition in text data utilizing classification mechanisms, perform entity recognition, and develop an ontology learning framework. By the end of the book, you will develop a practical application from the concepts learned, and will understand how text mining can be leveraged to analyze the massively available data on social media." --Publisher's Description

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Author

Ashish Kumar, Avinash Paul

Publisher

Packt Publishing Limited

Published

2016

Language

EN

ISBN

9781783551811

Category

nonfiction

Subjects

Science, Mathematics, Programming