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object --+ | api.StemmerI --+ | PorterStemmer
A word stemmer based on the Porter stemming algorithm. Porter, M. "An algorithm for suffix stripping." Program 14.3 (1980): 130-137. A few minor modifications have been made to Porter's basic algorithm. See the source code of this module for more information. The Porter Stemmer requires that all tokens have string types.
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The main part of the stemming algorithm starts here. b is a buffer holding a word to be stemmed. The letters are in b[k0], b[k0+1] ... ending at b[k]. In fact k0 = 0 in this demo program. k is readjusted downwards as the stemming progresses. Zero termination is not in fact used in the algorithm. Note that only lower case sequences are stemmed. Forcing to lower case should be done before stem(...) is called.
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m() measures the number of consonant sequences between k0 and j. if c is a consonant sequence and v a vowel sequence, and <..> indicates arbitrary presence, <c><v> gives 0 <c>vc<v> gives 1 <c>vcvc<v> gives 2 <c>vcvcvc<v> gives 3 .... |
cvc(i) is TRUE <=> a) ( --NEW--) i == 1, and p[0] p[1] is vowel consonant, or b) p[i - 2], p[i - 1], p[i] has the form consonant - vowel - consonant and also if the second c is not w, x or y. this is used when trying to restore an e at the end of a short word. e.g. cav(e), lov(e), hop(e), crim(e), but snow, box, tray. |
step1ab() gets rid of plurals and -ed or -ing. e.g. caresses -> caress ponies -> poni sties -> sti tie -> tie (--NEW--: see below) caress -> caress cats -> cat feed -> feed agreed -> agree disabled -> disable matting -> mat mating -> mate meeting -> meet milling -> mill messing -> mess meetings -> meet |
step1c() turns terminal y to i when there is another vowel in the stem. --NEW--: This has been modified from the original Porter algorithm so that y->i is only done when y is preceded by a consonant, but not if the stem is only a single consonant, i.e. (*c and not c) Y -> I So 'happy' -> 'happi', but 'enjoy' -> 'enjoy' etc This is a much better rule. Formerly 'enjoy'->'enjoi' and 'enjoyment'-> 'enjoy'. Step 1c is perhaps done too soon; but with this modification that no longer really matters. Also, the removal of the vowelinstem(z) condition means that 'spy', 'fly', 'try' ... stem to 'spi', 'fli', 'tri' and conflate with 'spied', 'tried', 'flies' ... |
step2() maps double suffices to single ones. so -ization ( = -ize plus -ation) maps to -ize etc. note that the string before the suffix must give m() > 0. |
step3() dels with -ic-, -full, -ness etc. similar strategy to step2. |
In stem(p,i,j), p is a char pointer, and the string to be stemmed is from p[i] to p[j] inclusive. Typically i is zero and j is the offset to the last character of a string, (p[j+1] == ' '). The stemmer adjusts the characters p[i] ... p[j] and returns the new end-point of the string, k. Stemming never increases word length, so i <= k <= j. To turn the stemmer into a module, declare 'stem' as extern, and delete the remainder of this file. |
Strip affixes from the token and return the stem.
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repr(x)
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