NAME
UMLS::SenseRelate::AllWords - A Perl module that implement the all-words word sense disambiguation using the sense relate wsd algorithm based on the semantic similarity and relatedness options from the UMLS::Similarity package.
DESCRIPTION
This package provides an implementation of the senserelate word sense disambiguation algorithm using the semantic similarity and relatedness options from the UMLS::Similarity package.
SYNOPSIS
use UMLS::Similarity;
use UMLS::SenseRelate::AllWords;
# initialize option hash and umls
my %option_hash = ();
my $umls = "";
my $meas = "";
my $senserelate = "";
my $params = "";
# set interface
$option_hash{"t"} = 1;
$option_hash{"realtime"} = 1;
$umls = UMLS::Interface->new(\%option_hash);
# set measure
use UMLS::Similarity::path;
$meas = UMLS::Similarity::path->new($umls);
# set senserelate
$params{"measure"} = "path";
$params{"candidates"} = 1;
$senserelate = UMLS::SenseRelate::AllWords->new($umls, $meas, \%params);
# set the context array
my @context = ();
push @context, "<head id=\"d001.s001.t001\" candidates=\"C1280500,C2348382\">effect</head>";
push @context, "of";
push @context, "the";
push @context, "duration";
push @context, "of";
push @context, "prefeeding";
push @context, "on";
push @context, "<head id=\"d001.s001.t008\" candidates=\"C0001128,C0002520\">amino acid</head>";
push @context, "digestibility";
push @context, "of";
push @context, "<head id=\"d001.s001.t011\" candidates=\"C0043137,C0087114\">wheat</head>";
push @context, "distillers";
my $arrayref = $senserelate->assignSenses(\@context);
foreach my $element (@{$arrayref}) {
print "$element\n";
}
INSTALL
To install the module, run the following magic commands:
perl Makefile.PL
make
make test
make install
This will install the module in the standard location. You will, most probably, require root privileges to install in standard system directories. To install in a non-standard directory, specify a prefix during the 'perl Makefile.PL' stage as:
perl Makefile.PL PREFIX=/home/bridget
It is possible to modify other parameters during installation. The details of these can be found in the ExtUtils::MakeMaker documentation. However, it is highly recommended not messing around with other parameters, unless you know what you're doing.
PARAMETERS
UMLS::SenseRelate parameters
'window ' -> This parameter determines the window size of the
context on each side of the target word to be used
for disambiguation
'stoplist' -> This parameter disregards stopwords when creating
the window created on the fly (in realtime).
'compound' -> This parameter indicates that compounds exist in
the input instance denoted by an underscore
'trace' -> This parameters indicates that the trace information
should be printed out to the file
SEE ALSO
http://tech.groups.yahoo.com/group/umls-similarity/
http://search.cpan.org/dist/UMLS-Similarity/
AUTHOR
Bridget T McInnes <bthomson@umn.edu> Ted Pedersen <tpederse@d.umn.edu>
COPYRIGHT
Copyright (c) 2010-2011
Bridget T. McInnes, University of Minnesota Twin Cities
bthomson at umn.edu
Ted Pedersen, University of Minnesota Duluth
tpederse at d.umn.edu
Serguei Pakhomov, University of Minnesota Twin Cities
pakh0002 at umn.edu
Ying Liu, University of Minnesota Twin Cities
liux0935 at umn.edu
This program is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 2 of the License, or (at your option) any later version.
This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.
You should have received a copy of the GNU General Public License along with this program; if not, write to
The Free Software Foundation, Inc.,
59 Temple Place - Suite 330,
Boston, MA 02111-1307, USA.