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<?php global $STEMMING_EN_STEP2A; $STEMMING_EN_STEP2A = array("TIONAL"=>"TION", "ENCI"=>"ENCE", "ANCI"=>"ANCE", "ABLI"=>"ABLE", "ENTLI"=>"ENT", "IZER"=>"IZE", "IZATION"=>"IZE", "ATIONAL"=>"ATE", "ATION"=>"ATE", "ATOR"=>"ATE", "ALISM"=>"AL", "ALITI"=>"AL", "ALLI"=>"AL", "FULNESS"=>"FUL", "OUSLI"=>"OUS", "OUSNESS"=>"OUS", "IVENESS"=>"IVE", "IVITI"=>"IVE", "BILITI"=>"BLE", "BLI"=>"BLE", "FULLI"=>"FUL", "LESSLI"=>"LESS"); global $STEMMING_EN_STEP2; $STEMMING_EN_STEP2 = "/(".implode("|", array_keys($STEMMING_EN_STEP2A))."|OGI|LI)$/"; global $STEMMING_EN_STEP3A; $STEMMING_EN_STEP3A = array("TIONAL"=>"TION", "ATIONAL"=>"ATE", "ALIZE"=>"AL", "ICATE"=>"IC", "ICITI"=>"IC", "ICAL"=>"IC", "FUL"=>"", "NESS"=>""); global $STEMMING_EN_STEP3; $STEMMING_EN_STEP3 = "/(".implode("|", array_keys($STEMMING_EN_STEP3A))."|ATIVE)$/"; global $STEMMING_EN_STEP4A; $STEMMING_EN_STEP4A = array("AL", "ANCE", "ENCE", "ER", "IC", "ABLE", "IBLE", "ANT", "EMENT", "MENT","ENT", "ISM", "ATE", "ITI", "OUS", "IVE", "IZE"); global $STEMMING_EN_STEP4; $STEMMING_EN_STEP4 = "/(".implode("|", $STEMMING_EN_STEP4A)."|ION)$/"; global $STEMMING_EN_EX1; $STEMMING_EN_EX1 = array ( "SKIS"=>"SKI" ,"SKIES"=>"SKY" ,"DYING"=>"DIE" ,"LYING"=>"LIE" ,"TYING"=>"TIE" ,"IDLY"=>"IDL" ,"GENTLY"=>"GENTL" ,"UGLY"=>"UGLI" ,"EARLY"=>"EARLI" ,"ONLY"=>"ONLI" ,"SINGLY"=>"SINGL" ,"SKY"=>"SKY" ,"NEWS"=>"NEWS" ,"HOWE"=>"HOWE" ,"ATLAS"=>"ATLAS" ,"COSMOS"=>"COSMOS" ,"BIAS"=>"BIAS" ,"ANDES"=>"ANDES" ); global $STEMMING_EN_EX2; $STEMMING_EN_EX2 = array( "INNING" => 1, "OUTING" => 1, "CANNING" => 1, "HERRING" => 1, "EARRING" => 1, "PROCEED" => 1, "EXCEED" => 1, "SUCCEED" => 1, ); function stemming_letter_en() { return ""; } function stemming_stop_en($sWord) { if(strlen($sWord) < 2) return false; static $stop_list = false; if(!$stop_list) { $stop_list = array ( "QUOTE"=>0,"HTTP"=>0,"WWW"=>0,"RU"=>0,"IMG"=>0,"GIF"=>0,"A"=>0,"THE"=>0,"IS"=>0, "ARE"=>0,"OFF"=>0,"ON"=>0,"AND"=>0,"IN"=>0,"FOR"=>0,"OF"=>0,"BY"=>0,"WITH"=>0, "BE"=>0,"WAS"=>0,"IT"=>0, ); if(defined("STEMMING_STOP_EN")) { foreach(explode(",", STEMMING_STOP_EN) as $word) { $word = trim($word); if(strlen($word)>0) $stop_list[$word]=0; } } } return !array_key_exists($sWord, $stop_list); } function stemming_upper_en($sText) { return ToUpper($sText); } function stemming_en($word) { global $STEMMING_EN_STEP2A; global $STEMMING_EN_STEP2; global $STEMMING_EN_STEP3A; global $STEMMING_EN_STEP3; global $STEMMING_EN_STEP4A; global $STEMMING_EN_STEP4; global $STEMMING_EN_EX1; global $STEMMING_EN_EX2; //If the word has two letters or less, leave it as it is. $word_len = strlen($word); if($word_len<=2) return $word; if(array_key_exists($word, $STEMMING_EN_EX1)) return $STEMMING_EN_EX1[$word]; //Set initial y, or y after a vowel, to Y, and then establish the regions R1 and R2. (See note on vowel marking.) $vowels = "AEIOUY"; $word=preg_replace("/^Y/","y",$word); $word=preg_replace("/([$vowels])(Y)/","\\1y",$word); //In any word, R1 is the region after the first non-vowel following a vowel, or the end of the word if it contains no such a non-vowel. $R1=0; while( ($R1<$word_len) && (strpos($vowels, substr($word, $R1, 1))===false)) $R1++; while( ($R1<$word_len) && (strpos($vowels, substr($word, $R1, 1))!==false)) $R1++; if($R1<$word_len) $R1++; if(preg_match("/^COMMUN/", $word)) $R1 = 6; if(preg_match("/^GENER/", $word)) $R1 = 5; $R2=$R1; while( ($R2<$word_len) && (strpos($vowels, substr($word, $R2, 1))===false)) $R2++; while( ($R2<$word_len) && (strpos($vowels, substr($word, $R2, 1))!==false)) $R2++; if($R2<$word_len) $R2++; //Step 1a: // Search for the longest among the following suffixes, and perform the action indicated. $found=array(); if(preg_match("/(SSES|IED|IES|US|SS|S)$/", $word, $found)) switch ($found[0]) { //sses - replace by ss case "SSES": $word = substr($word, 0, $word_len-4)."SS"; break; //ied+ ies* - replace by i if preceded by more than one letter, otherwise by ie (so ties -> tie, cries -> cri) case "IED": case "IES": if(strlen($word)>4) $word = substr($word, 0, $word_len-3)."I"; else $word = substr($word, 0, $word_len-3)."IE"; break; //s delete if the preceding word part contains a vowel not immediately before the s (so gas and this retain the s, gaps and kiwis lose it) case "S": if(preg_match("/([$vowels].*.)(S)$/", $word)) $word = substr($word, 0, $word_len-1); break; //us+ ss - do nothing } if(array_key_exists($word, $STEMMING_EN_EX2)) return $word; //Step 1b: // Search for the longest among the following suffixes, and perform the action indicated. //eed eedly+ - replace by ee if in R1 if(preg_match("/(EEDLY|INGLY|EDLY|EED|ING|ED)$/", $word, $found)) switch($found[0]) { case "EEDLY": case "EED": if(preg_match("/".$found[0]."$/", substr($word, $R1))) $word = substr($word, 0, strlen($word)-strlen($found[0]))."EE"; break; default: //delete if the preceding word part contains a vowel, and then if(($step1b=preg_replace("/([$vowels].*)(ED|EDLY|ING|INGLY)$/", "\\1", $word))!=$word) { //if the word ends at, bl or iz add e (so luxuriat -> luxuriate), or if(($step1b1=preg_replace("/(AT|BL|IZ)$/", "\\1E", $step1b))==$step1b) //if the word ends with a double remove the last letter (so hopp -> hop), or if(preg_match("/(BB|DD|FF|GG|MM|NN|PP|RR|TT)$/", $step1b)) $step1b1=substr($step1b, 0, strlen($step1b)-1); else { //if the word is short, add e (so hop -> hope) //A word is called short if it consists of a short syllable preceded by zero or more consonants. //Define a short syllable in a word as either (a) a vowel followed by a non-vowel other than w, x or Y and preceded by a non-vowel, or * (b) a vowel at the beginning of the word followed by a non-vowel. if(preg_match("/^[^$vowels]+[$vowels][^WXy$vowels]$/", $step1b) || preg_match("/^[$vowels][^$vowels]$/", $step1b)) $step1b1 = $step1b."E"; } $step1b = $step1b1; } $word = $step1b; } //Step 1c: * // replace suffix y or Y by i if preceded by a non-vowel which is not the first letter of the word (so cry -> cri, by -> by, say -> say) $word=preg_replace("/^(.+[^$vowels])([yY])$/", "\\1I", $word); //Step 2: // Search for the longest among the following suffixes, and, if found and in R1, perform the action indicated. if(preg_match($STEMMING_EN_STEP2, $word, $found) && preg_match("/".$found[0]."$/", substr($word, $R1))) switch ($found[0]) { case "OGI": if(preg_match("/LOGI$/", $word)) $word = substr($word, 0, strlen($word)-3)."OG"; break; case "LI": if(preg_match("/[CDEGHKMNRT]LI$/", $word)) $word = substr($word, 0, strlen($word)-2); break; default: $word = substr($word, 0, strlen($word)-strlen($found[0])).$STEMMING_EN_STEP2A[$found[0]]; } //Step 3: // Search for the longest among the following suffixes, and, if found and in R1, perform the action indicated. if(preg_match($STEMMING_EN_STEP3, $word, $found) && preg_match("/".$found[0]."$/", substr($word, $R1))) switch($found[0]) { case "ATIVE": if(preg_match("/ATIVE$/", substr($word, $R2))) $word = substr($word, 0, strlen($word)-5); break; default: $word = substr($word, 0, strlen($word)-strlen($found[0])).$STEMMING_EN_STEP3A[$found[0]]; } //Step 4: // Search for the longest among the following suffixes, and, if found and in R2, perform the action indicated. if(preg_match($STEMMING_EN_STEP4, $word, $found) && preg_match("/".$found[0]."$/", substr($word, $R2))) switch($found[0]) { case "ION": if(preg_match("/[ST]ION$/", $word)) $word = substr($word, 0, strlen($word)-strlen($found[0])); break; default: $word = substr($word, 0, strlen($word)-strlen($found[0])); } //Step 5: if(preg_match("/E$/", substr($word, $R2)) || (preg_match("/E$/", substr($word, $R1)) && ! //Define a short syllable in a word as either (a) a vowel followed by a non-vowel other than w, x or Y and preceded by a non-vowel, or * (b) a vowel at the beginning of the word followed by a non-vowel. (preg_match("/[^$vowels][$vowels][^WXy$vowels].$/", $word) || preg_match("/^[$vowels][^$vowels].$/", $word)) )) $word = substr($word, 0, strlen($word)-1); elseif(preg_match("/L$/", substr($word, $R2)) && preg_match("/LL$/", $word)) $word = substr($word, 0, strlen($word)-1); return str_replace("y", "Y", $word); } ?>