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| | var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"]; |
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| | var Stemmer = function() { |
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| | var step2list = { |
| | ational: 'ate', |
| | tional: 'tion', |
| | enci: 'ence', |
| | anci: 'ance', |
| | izer: 'ize', |
| | bli: 'ble', |
| | alli: 'al', |
| | entli: 'ent', |
| | eli: 'e', |
| | ousli: 'ous', |
| | ization: 'ize', |
| | ation: 'ate', |
| | ator: 'ate', |
| | alism: 'al', |
| | iveness: 'ive', |
| | fulness: 'ful', |
| | ousness: 'ous', |
| | aliti: 'al', |
| | iviti: 'ive', |
| | biliti: 'ble', |
| | logi: 'log' |
| | }; |
| |
|
| | var step3list = { |
| | icate: 'ic', |
| | ative: '', |
| | alize: 'al', |
| | iciti: 'ic', |
| | ical: 'ic', |
| | ful: '', |
| | ness: '' |
| | }; |
| |
|
| | var c = "[^aeiou]"; |
| | var v = "[aeiouy]"; |
| | var C = c + "[^aeiouy]*"; |
| | var V = v + "[aeiou]*"; |
| |
|
| | var mgr0 = "^(" + C + ")?" + V + C; |
| | var meq1 = "^(" + C + ")?" + V + C + "(" + V + ")?$"; |
| | var mgr1 = "^(" + C + ")?" + V + C + V + C; |
| | var s_v = "^(" + C + ")?" + v; |
| |
|
| | this.stemWord = function (w) { |
| | var stem; |
| | var suffix; |
| | var firstch; |
| | var origword = w; |
| |
|
| | if (w.length < 3) |
| | return w; |
| |
|
| | var re; |
| | var re2; |
| | var re3; |
| | var re4; |
| |
|
| | firstch = w.substr(0,1); |
| | if (firstch == "y") |
| | w = firstch.toUpperCase() + w.substr(1); |
| |
|
| | |
| | re = /^(.+?)(ss|i)es$/; |
| | re2 = /^(.+?)([^s])s$/; |
| |
|
| | if (re.test(w)) |
| | w = w.replace(re,"$1$2"); |
| | else if (re2.test(w)) |
| | w = w.replace(re2,"$1$2"); |
| |
|
| | |
| | re = /^(.+?)eed$/; |
| | re2 = /^(.+?)(ed|ing)$/; |
| | if (re.test(w)) { |
| | var fp = re.exec(w); |
| | re = new RegExp(mgr0); |
| | if (re.test(fp[1])) { |
| | re = /.$/; |
| | w = w.replace(re,""); |
| | } |
| | } |
| | else if (re2.test(w)) { |
| | var fp = re2.exec(w); |
| | stem = fp[1]; |
| | re2 = new RegExp(s_v); |
| | if (re2.test(stem)) { |
| | w = stem; |
| | re2 = /(at|bl|iz)$/; |
| | re3 = new RegExp("([^aeiouylsz])\\1$"); |
| | re4 = new RegExp("^" + C + v + "[^aeiouwxy]$"); |
| | if (re2.test(w)) |
| | w = w + "e"; |
| | else if (re3.test(w)) { |
| | re = /.$/; |
| | w = w.replace(re,""); |
| | } |
| | else if (re4.test(w)) |
| | w = w + "e"; |
| | } |
| | } |
| |
|
| | |
| | re = /^(.+?)y$/; |
| | if (re.test(w)) { |
| | var fp = re.exec(w); |
| | stem = fp[1]; |
| | re = new RegExp(s_v); |
| | if (re.test(stem)) |
| | w = stem + "i"; |
| | } |
| |
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| | |
| | re = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/; |
| | if (re.test(w)) { |
| | var fp = re.exec(w); |
| | stem = fp[1]; |
| | suffix = fp[2]; |
| | re = new RegExp(mgr0); |
| | if (re.test(stem)) |
| | w = stem + step2list[suffix]; |
| | } |
| |
|
| | |
| | re = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/; |
| | if (re.test(w)) { |
| | var fp = re.exec(w); |
| | stem = fp[1]; |
| | suffix = fp[2]; |
| | re = new RegExp(mgr0); |
| | if (re.test(stem)) |
| | w = stem + step3list[suffix]; |
| | } |
| |
|
| | |
| | re = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/; |
| | re2 = /^(.+?)(s|t)(ion)$/; |
| | if (re.test(w)) { |
| | var fp = re.exec(w); |
| | stem = fp[1]; |
| | re = new RegExp(mgr1); |
| | if (re.test(stem)) |
| | w = stem; |
| | } |
| | else if (re2.test(w)) { |
| | var fp = re2.exec(w); |
| | stem = fp[1] + fp[2]; |
| | re2 = new RegExp(mgr1); |
| | if (re2.test(stem)) |
| | w = stem; |
| | } |
| |
|
| | |
| | re = /^(.+?)e$/; |
| | if (re.test(w)) { |
| | var fp = re.exec(w); |
| | stem = fp[1]; |
| | re = new RegExp(mgr1); |
| | re2 = new RegExp(meq1); |
| | re3 = new RegExp("^" + C + v + "[^aeiouwxy]$"); |
| | if (re.test(stem) || (re2.test(stem) && !(re3.test(stem)))) |
| | w = stem; |
| | } |
| | re = /ll$/; |
| | re2 = new RegExp(mgr1); |
| | if (re.test(w) && re2.test(w)) { |
| | re = /.$/; |
| | w = w.replace(re,""); |
| | } |
| |
|
| | |
| | if (firstch == "y") |
| | w = firstch.toLowerCase() + w.substr(1); |
| | return w; |
| | } |
| | } |
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