Book Image

Natural Language Processing with Java

By : Richard M. Reese , Richard M Reese
Book Image

Natural Language Processing with Java

By: Richard M. Reese , Richard M Reese

Overview of this book

Table of Contents (15 chapters)
Natural Language Processing with Java
Credits
About the Author
About the Reviewers
www.PacktPub.com
Preface
Index

Understanding normalization


Normalization is a process that converts a list of words to a more uniform sequence. This is useful in preparing text for later processing. By transforming the words to a standard format, other operations are able to work with the data and will not have to deal with issues that might compromise the process. For example, converting all words to lowercase will simplify the searching process.

The normalization process can improve text matching. For example, there are several ways that the term "modem router" can be expressed, such as modem and router, modem & router, modem/router, and modem-router. By normalizing these words to the common form, it makes it easier to supply the right information to a shopper.

Understand that the normalization process might also compromise an NLP task. Converting to lowercase letters can decrease the reliability of searches when the case is important.

Normalization operations can include the following:

  • Changing characters to lowercase...