Skip to Content
Text Mining and Analysis
book

Text Mining and Analysis

by Dr. Goutam Chakraborty, Murali Pagolu, Satish Garla
November 2014
Beginner to intermediate
340 pages
10h 25m
English
SAS Institute
Content preview from Text Mining and Analysis

Chapter 1 Introduction to Text Analytics

Overview of Text Analytics

Text Mining Using SAS Text Miner

Information Retrieval

Document Classification

Ontology Management

Information Extraction

Clustering

Trend Analysis

Enhancing Predictive Models Using Exploratory Text Mining

Sentiment Analysis

Emerging Directions

Handling Big (Text) Data

Voice Mining

Real-Time Text Analytics

Summary

References

Overview of Text Analytics

Text analytics helps analysts extract meanings, patterns, and structure hidden in unstructured textual data. The information age has led to the development of a wide variety of tools and infrastructure to capture and store massive amounts of textual data. In a 2009 report, the International Data Corporation (IDC) estimated that ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

Text Mining and Visualization

Text Mining and Visualization

Markus Hofmann, Andrew Chisholm
Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications

Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications

Gary D. Miner, John Elder, Andrew Fast, Thomas Hill, Robert Nisbet, Dursun Delen
Text Mining with R

Text Mining with R

Julia Silge, David Robinson
Mining the Social Web, 3rd Edition

Mining the Social Web, 3rd Edition

Matthew A. Russell, Mikhail Klassen

Publisher Resources

ISBN: 9781612907871