UNPKG

node-nlp

Version:

Library for NLU (Natural Language Understanding) done in Node.js

155 lines (119 loc) 4.18 kB
/* Copyright (c) 2014, Kristoffer Brabrand Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. */ var Stemmer = require('./stemmer-no'); // Get the part of the token after the first non-vowel following a vowel function getR1(token) { var match = token.match(/[aeiouyæåø]{1}[^aeiouyæåø]([A-Za-z0-9_æøåÆØÅäÄöÖüÜ]+)/); if (match) { var preR1Length = match.index + 2; if (preR1Length < 3 && preR1Length > 0) { return token.slice(3); } else if (preR1Length >= 3) { return match[1]; } else { return token; } } return null; } function step1(token) { // Perform step 1a-c var step1aResult = step1a(token), step1bResult = step1b(token), step1cResult = step1c(token); // Returne the shortest result string (from 1a, 1b and 1c) if (step1aResult.length < step1bResult.length) { return (step1aResult.length < step1cResult.length) ? step1aResult : step1cResult; } else { return (step1bResult.length < step1cResult.length) ? step1bResult : step1cResult; } } // step 1a as defined for the porter stemmer algorithm. function step1a(token) { var r1 = getR1(token); if (!r1) { return token; } var r1Match = r1.match(/(a|e|ede|ande|ende|ane|ene|hetene|en|heten|ar|er|heter|as|es|edes|endes|enes|hetenes|ens|hetens|ers|ets|et|het|ast)$/); if (r1Match) { return token.replace(new RegExp(r1Match[1] + '$'), ''); } return token; } // step 1b as defined for the porter stemmer algorithm. function step1b(token) { var r1 = getR1(token); if (!r1) { return token; } if (token.match(/(b|c|d|f|g|h|j|l|m|n|o|p|r|t|v|y|z)s$/)) { return token.slice(0, -1); } if (token.match(/([^aeiouyæåø]k)s$/)) { return token.slice(0, -1); } return token; } // step 1c as defined for the porter stemmer algorithm. function step1c(token) { var r1 = getR1(token); if (!r1) { return token; } if (r1.match(/(erte|ert)$/)) { return token.replace(/(erte|ert)$/, 'er'); } return token; } // step 2 as defined for the porter stemmer algorithm. function step2(token) { var r1 = getR1(token); if (!r1) { return token; } if (r1.match(/(d|v)t$/)) { return token.slice(0, -1); } return token; } // step 3 as defined for the porter stemmer algorithm. function step3(token) { var r1 = getR1(token); if (!r1) return token; var r1Match = r1.match(/(leg|eleg|ig|eig|lig|elig|els|lov|elov|slov|hetslov)$/); if (r1Match) { return token.replace(new RegExp(r1Match[1] + '$'), ''); } return token; } var PorterStemmer = new Stemmer(); module.exports = PorterStemmer; // perform full stemming algorithm on a single word PorterStemmer.stem = function(token) { return step3(step2(step1(token.toLowerCase()))).toString(); }; //exports for tests PorterStemmer.getR1 = getR1; PorterStemmer.step1 = step1; PorterStemmer.step1a = step1a; PorterStemmer.step1b = step1b; PorterStemmer.step1c = step1c; PorterStemmer.step2 = step2; PorterStemmer.step3 = step3;