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Natural Language Processing with Java

You're reading from   Natural Language Processing with Java Explore various approaches to organize and extract useful text from unstructured data using Java

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Product type Paperback
Published in Mar 2015
Publisher
ISBN-13 9781784391799
Length 262 pages
Edition 1st Edition
Languages
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Authors (2):
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Richard M. Reese Richard M. Reese
Author Profile Icon Richard M. Reese
Richard M. Reese
Richard M Reese Richard M Reese
Author Profile Icon Richard M Reese
Richard M Reese
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Toc

Simple Java SBDs

Sometimes, text may be simple enough that Java core support will suffice. There are two approaches that will perform SBD: using regular expressions and using the BreakIterator class. We will examine both approaches here.

Using regular expressions

Regular expressions can be difficult to understand. While simple expressions are not usually a problem, as they become more complex, their readability worsens. This is one of the limitations of regular expressions when trying to use them for SBD.

We will present two different regular expressions. The first expression is simple, but does not do a very good job. It illustrates a solution that may be too simple for some problem domains. The second is more sophisticated and does a better job.

In this example, we create a regular expression class that matches periods, question marks, and exclamation marks. The String class' split method is used to split the text into sentences:

String simple = "[.?!]";
String[] splitString...
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