Benjamin Franz > Lingua-Stem > Lingua::Stem::En

Download:
Lingua-Stem-0.84.tar.gz

Dependencies

Annotate this POD

CPAN RT

New  6
Open  2
View/Report Bugs
Module Version: 2.16   Source  

NAME ^

Lingua::Stem::En - Porter's stemming algorithm for 'generic' English

SYNOPSIS ^

    use Lingua::Stem::En;
    my $stems   = Lingua::Stem::En::stem({ -words => $word_list_reference,
                                        -locale => 'en',
                                    -exceptions => $exceptions_hash,
                                     });

DESCRIPTION ^

This routine applies the Porter Stemming Algorithm to its parameters, returning the stemmed words.

It is derived from the C program "stemmer.c" as found in freewais and elsewhere, which contains these notes:

   Purpose:    Implementation of the Porter stemming algorithm documented 
               in: Porter, M.F., "An Algorithm For Suffix Stripping," 
               Program 14 (3), July 1980, pp. 130-137.
   Provenance: Written by B. Frakes and C. Cox, 1986.

I have re-interpreted areas that use Frakes and Cox's "WordSize" function. My version may misbehave on short words starting with "y", but I can't think of any examples.

The step numbers correspond to Frakes and Cox, and are probably in Porter's article (which I've not seen). Porter's algorithm still has rough spots (e.g current/currency, -ings words), which I've not attempted to cure, although I have added support for the British -ise suffix.

CHANGES ^

 1999.06.15 - Changed to '.pm' module, moved into Lingua::Stem namespace,
              optionalized the export of the 'stem' routine
              into the caller's namespace, added named parameters

 1999.06.24 - Switch core implementation of the Porter stemmer to
              the one written by Jim Richardson <jimr@maths.usyd.edu.au>

 2000.08.25 - 2.11 Added stemming cache

 2000.09.14 - 2.12 Fixed *major* :( implementation error of Porter's algorithm
              Error was entirely my fault - I completely forgot to include
              rule sets 2,3, and 4 starting with Lingua::Stem 0.30. 
              -- Benjamin Franz

 2003.09.28 - 2.13 Corrected documentation error pointed out by Simon Cozens.

 2005.11.20 - 2.14 Changed rule declarations to conform to Perl style convention
              for 'private' subroutines. Changed Exporter invokation to more
              portable 'require' vice 'use'.

 2006.02.14 - 2.15 Added ability to pass word list by 'handle' for in-place stemming.

 2009.07.27   2.16 Documentation Fix

METHODS ^

stem({ -words => \@words, -locale => 'en', -exceptions => \%exceptions });

Stems a list of passed words using the rules of US English. Returns an anonymous array reference to the stemmed words.

Example:

  my @words         = ( 'wordy', 'another' );
  my $stemmed_words = Lingua::Stem::En::stem({ -words => \@words,
                                              -locale => 'en',
                                          -exceptions => \%exceptions,
                          });

If the first element of @words is a list reference, then the stemming is performed 'in place' on that list (modifying the passed list directly instead of copying it to a new array).

This is only useful if you do not need to keep the original list. If you do need to keep the original list, use the normal semantic of having 'stem' return a new list instead - that is faster than making your own copy and using the 'in place' semantics since the primary difference between 'in place' and 'by value' stemming is the creation of a copy of the original list. If you don't need the original list, then the 'in place' stemming is about 60% faster.

Example of 'in place' stemming:

  my $words         = [ 'wordy', 'another' ];
  my $stemmed_words = Lingua::Stem::En::stem({ -words => [$words],
                          -locale => 'en',
                      -exceptions => \%exceptions,
                      });

The 'in place' mode returns a reference to the original list with the words stemmed.

stem_caching({ -level => 0|1|2 });

Sets the level of stem caching.

'0' means 'no caching'. This is the default level.

'1' means 'cache per run'. This caches stemming results during a single call to 'stem'.

'2' means 'cache indefinitely'. This caches stemming results until either the process exits or the 'clear_stem_cache' method is called.

clear_stem_cache;

Clears the cache of stemmed words

NOTES ^

This code is almost entirely derived from the Porter 2.1 module written by Jim Richardson.

SEE ALSO ^

 Lingua::Stem

AUTHOR ^

  Jim Richardson, University of Sydney
  jimr@maths.usyd.edu.au or http://www.maths.usyd.edu.au:8000/jimr.html

  Integration in Lingua::Stem by 
  Benjamin Franz, FreeRun Technologies,
  snowhare@nihongo.org or http://www.nihongo.org/snowhare/

COPYRIGHT ^

Jim Richardson, University of Sydney Benjamin Franz, FreeRun Technologies

This code is freely available under the same terms as Perl.

BUGS ^

TODO ^

syntax highlighting: