smile.nlp.stemmer

Class PorterStemmer

java.lang.Object

smile.nlp.stemmer.PorterStemmer

All Implemented Interfaces:

Stemmer

public class PorterStemmer
extends java.lang.Object
implements Stemmer

Porter's stemming algorithm. The stemmer is based on the idea that the suffixes in the English language are mostly made up of a combination of smaller and simpler suffixes. This is a linear step stemmer. Specifically it has five steps applying rules within each step. Within each step, if a suffix rule matched to a word, then the conditions attached to that rule are tested on what would be the resulting stem, if that suffix was removed, in the way defined by the rule. Once a Rule passes its conditions and is accepted the rule fires and the suffix is removed and control moves to the next step. If the rule is not accepted then the next rule in the step is tested, until either a rule from that step fires and control passes to the next step or there are no more rules in that step whence control moves to the next step.

Note that this class is NOT multi-thread safe.

The code is based on http://www.tartarus.org/~martin/PorterStemmer

References

1. Martin Porter, An algorithm for suffix stripping, Program, 14(3), 130-137, 1980.

Constructor Summary

Constructors

Constructor and Description
PorterStemmer() Constructor.

Method Summary

Modifier and Type	Method and Description
java.lang.String	stem(java.lang.String word) Transforms a word into its root form.
java.lang.String	stripPluralParticiple(java.lang.String word) Remove plurals and participles.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

PorterStemmer

public PorterStemmer()

Constructor.

Method Detail

stem

public java.lang.String stem(java.lang.String word)

Description copied from interface: Stemmer

Transforms a word into its root form.

Specified by:

stem in interface Stemmer

stripPluralParticiple

public java.lang.String stripPluralParticiple(java.lang.String word)

Remove plurals and participles.