-
Duwairi, R.; Al-Refai, M.N.; Khasawneh, N.: Feature reduction techniques for Arabic text categorization (2009)
0.32
0.31855395 = sum of:
0.31855395 = product of:
0.8848721 = sum of:
0.013316689 = weight(abstract_txt:using in 3169) [ClassicSimilarity], result of:
0.013316689 = score(doc=3169,freq=1.0), product of:
0.06152461 = queryWeight, product of:
1.123751 = boost
3.4631186 = idf(docFreq=3765, maxDocs=44218)
0.015809255 = queryNorm
0.21644491 = fieldWeight in 3169, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
3.4631186 = idf(docFreq=3765, maxDocs=44218)
0.0625 = fieldNorm(doc=3169)
0.0110816 = weight(abstract_txt:that in 3169) [ClassicSimilarity], result of:
0.0110816 = score(doc=3169,freq=3.0), product of:
0.04320258 = queryWeight, product of:
1.1533102 = boost
2.3694751 = idf(docFreq=11241, maxDocs=44218)
0.015809255 = queryNorm
0.2565032 = fieldWeight in 3169, product of:
1.7320508 = tf(freq=3.0), with freq of:
3.0 = termFreq=3.0
2.3694751 = idf(docFreq=11241, maxDocs=44218)
0.0625 = fieldNorm(doc=3169)
0.006757201 = weight(abstract_txt:this in 3169) [ClassicSimilarity], result of:
0.006757201 = score(doc=3169,freq=1.0), product of:
0.044804987 = queryWeight, product of:
1.1745039 = boost
2.4130175 = idf(docFreq=10762, maxDocs=44218)
0.015809255 = queryNorm
0.1508136 = fieldWeight in 3169, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
2.4130175 = idf(docFreq=10762, maxDocs=44218)
0.0625 = fieldNorm(doc=3169)
0.116426714 = weight(abstract_txt:stem in 3169) [ClassicSimilarity], result of:
0.116426714 = score(doc=3169,freq=2.0), product of:
0.16448759 = queryWeight, product of:
1.2992635 = boost
8.008008 = idf(docFreq=39, maxDocs=44218)
0.015809255 = queryNorm
0.7078146 = fieldWeight in 3169, product of:
1.4142135 = tf(freq=2.0), with freq of:
2.0 = termFreq=2.0
8.008008 = idf(docFreq=39, maxDocs=44218)
0.0625 = fieldNorm(doc=3169)
0.12234854 = weight(abstract_txt:stems in 3169) [ClassicSimilarity], result of:
0.12234854 = score(doc=3169,freq=2.0), product of:
0.17001891 = queryWeight, product of:
1.3209285 = boost
8.14154 = idf(docFreq=34, maxDocs=44218)
0.015809255 = queryNorm
0.71961725 = fieldWeight in 3169, product of:
1.4142135 = tf(freq=2.0), with freq of:
2.0 = termFreq=2.0
8.14154 = idf(docFreq=34, maxDocs=44218)
0.0625 = fieldNorm(doc=3169)
0.14863074 = weight(abstract_txt:affixes in 3169) [ClassicSimilarity], result of:
0.14863074 = score(doc=3169,freq=1.0), product of:
0.2438824 = queryWeight, product of:
1.5820526 = boost
9.7509775 = idf(docFreq=6, maxDocs=44218)
0.015809255 = queryNorm
0.6094361 = fieldWeight in 3169, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
9.7509775 = idf(docFreq=6, maxDocs=44218)
0.0625 = fieldNorm(doc=3169)
0.09835978 = weight(abstract_txt:words in 3169) [ClassicSimilarity], result of:
0.09835978 = score(doc=3169,freq=4.0), product of:
0.14699742 = queryWeight, product of:
1.7370028 = boost
5.353007 = idf(docFreq=568, maxDocs=44218)
0.015809255 = queryNorm
0.66912585 = fieldWeight in 3169, product of:
2.0 = tf(freq=4.0), with freq of:
4.0 = termFreq=4.0
5.353007 = idf(docFreq=568, maxDocs=44218)
0.0625 = fieldNorm(doc=3169)
0.10297164 = weight(abstract_txt:word in 3169) [ClassicSimilarity], result of:
0.10297164 = score(doc=3169,freq=4.0), product of:
0.15155716 = queryWeight, product of:
1.7637373 = boost
5.4353957 = idf(docFreq=523, maxDocs=44218)
0.015809255 = queryNorm
0.67942446 = fieldWeight in 3169, product of:
2.0 = tf(freq=4.0), with freq of:
4.0 = termFreq=4.0
5.4353957 = idf(docFreq=523, maxDocs=44218)
0.0625 = fieldNorm(doc=3169)
0.26497915 = weight(abstract_txt:stemming in 3169) [ClassicSimilarity], result of:
0.26497915 = score(doc=3169,freq=4.0), product of:
0.2846028 = queryWeight, product of:
2.4169366 = boost
7.448392 = idf(docFreq=69, maxDocs=44218)
0.015809255 = queryNorm
0.931049 = fieldWeight in 3169, product of:
2.0 = tf(freq=4.0), with freq of:
4.0 = termFreq=4.0
7.448392 = idf(docFreq=69, maxDocs=44218)
0.0625 = fieldNorm(doc=3169)
0.36 = coord(9/25)
-
Yang, C.C.; Li, K.W.: ¬A heuristic method based on a statistical approach for chinese text segmentation (2005)
0.29
0.28660482 = sum of:
0.28660482 = product of:
1.0235887 = sum of:
0.013455841 = weight(abstract_txt:retrieval in 4580) [ClassicSimilarity], result of:
0.013455841 = score(doc=4580,freq=1.0), product of:
0.061952464 = queryWeight, product of:
1.1276517 = boost
3.4751394 = idf(docFreq=3720, maxDocs=44218)
0.015809255 = queryNorm
0.21719621 = fieldWeight in 4580, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
3.4751394 = idf(docFreq=3720, maxDocs=44218)
0.0625 = fieldNorm(doc=4580)
0.009048088 = weight(abstract_txt:that in 4580) [ClassicSimilarity], result of:
0.009048088 = score(doc=4580,freq=2.0), product of:
0.04320258 = queryWeight, product of:
1.1533102 = boost
2.3694751 = idf(docFreq=11241, maxDocs=44218)
0.015809255 = queryNorm
0.20943399 = fieldWeight in 4580, product of:
1.4142135 = tf(freq=2.0), with freq of:
2.0 = termFreq=2.0
2.3694751 = idf(docFreq=11241, maxDocs=44218)
0.0625 = fieldNorm(doc=4580)
0.009556125 = weight(abstract_txt:this in 4580) [ClassicSimilarity], result of:
0.009556125 = score(doc=4580,freq=2.0), product of:
0.044804987 = queryWeight, product of:
1.1745039 = boost
2.4130175 = idf(docFreq=10762, maxDocs=44218)
0.015809255 = queryNorm
0.21328263 = fieldWeight in 4580, product of:
1.4142135 = tf(freq=2.0), with freq of:
2.0 = termFreq=2.0
2.4130175 = idf(docFreq=10762, maxDocs=44218)
0.0625 = fieldNorm(doc=4580)
0.087705724 = weight(abstract_txt:method in 4580) [ClassicSimilarity], result of:
0.087705724 = score(doc=4580,freq=9.0), product of:
0.103925586 = queryWeight, product of:
1.460518 = boost
4.50095 = idf(docFreq=1333, maxDocs=44218)
0.015809255 = queryNorm
0.8439281 = fieldWeight in 4580, product of:
3.0 = tf(freq=9.0), with freq of:
9.0 = termFreq=9.0
4.50095 = idf(docFreq=1333, maxDocs=44218)
0.0625 = fieldNorm(doc=4580)
0.10996957 = weight(abstract_txt:words in 4580) [ClassicSimilarity], result of:
0.10996957 = score(doc=4580,freq=5.0), product of:
0.14699742 = queryWeight, product of:
1.7370028 = boost
5.353007 = idf(docFreq=568, maxDocs=44218)
0.015809255 = queryNorm
0.74810547 = fieldWeight in 4580, product of:
2.236068 = tf(freq=5.0), with freq of:
5.0 = termFreq=5.0
5.353007 = idf(docFreq=568, maxDocs=44218)
0.0625 = fieldNorm(doc=4580)
0.072811946 = weight(abstract_txt:word in 4580) [ClassicSimilarity], result of:
0.072811946 = score(doc=4580,freq=2.0), product of:
0.15155716 = queryWeight, product of:
1.7637373 = boost
5.4353957 = idf(docFreq=523, maxDocs=44218)
0.015809255 = queryNorm
0.48042563 = fieldWeight in 4580, product of:
1.4142135 = tf(freq=2.0), with freq of:
2.0 = termFreq=2.0
5.4353957 = idf(docFreq=523, maxDocs=44218)
0.0625 = fieldNorm(doc=4580)
0.72104144 = weight(abstract_txt:segmentation in 4580) [ClassicSimilarity], result of:
0.72104144 = score(doc=4580,freq=9.0), product of:
0.48459 = queryWeight, product of:
3.8625891 = boost
7.935687 = idf(docFreq=42, maxDocs=44218)
0.015809255 = queryNorm
1.4879413 = fieldWeight in 4580, product of:
3.0 = tf(freq=9.0), with freq of:
9.0 = termFreq=9.0
7.935687 = idf(docFreq=42, maxDocs=44218)
0.0625 = fieldNorm(doc=4580)
0.28 = coord(7/25)
-
Wang, F.L.; Yang, C.C.: Mining Web data for Chinese segmentation (2007)
0.27
0.27272502 = sum of:
0.27272502 = product of:
0.9740179 = sum of:
0.013455841 = weight(abstract_txt:retrieval in 604) [ClassicSimilarity], result of:
0.013455841 = score(doc=604,freq=1.0), product of:
0.061952464 = queryWeight, product of:
1.1276517 = boost
3.4751394 = idf(docFreq=3720, maxDocs=44218)
0.015809255 = queryNorm
0.21719621 = fieldWeight in 604, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
3.4751394 = idf(docFreq=3720, maxDocs=44218)
0.0625 = fieldNorm(doc=604)
0.013540615 = weight(abstract_txt:results in 604) [ClassicSimilarity], result of:
0.013540615 = score(doc=604,freq=1.0), product of:
0.0622124 = queryWeight, product of:
1.1300149 = boost
3.482422 = idf(docFreq=3693, maxDocs=44218)
0.015809255 = queryNorm
0.21765138 = fieldWeight in 604, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
3.482422 = idf(docFreq=3693, maxDocs=44218)
0.0625 = fieldNorm(doc=604)
0.009048088 = weight(abstract_txt:that in 604) [ClassicSimilarity], result of:
0.009048088 = score(doc=604,freq=2.0), product of:
0.04320258 = queryWeight, product of:
1.1533102 = boost
2.3694751 = idf(docFreq=11241, maxDocs=44218)
0.015809255 = queryNorm
0.20943399 = fieldWeight in 604, product of:
1.4142135 = tf(freq=2.0), with freq of:
2.0 = termFreq=2.0
2.3694751 = idf(docFreq=11241, maxDocs=44218)
0.0625 = fieldNorm(doc=604)
0.006757201 = weight(abstract_txt:this in 604) [ClassicSimilarity], result of:
0.006757201 = score(doc=604,freq=1.0), product of:
0.044804987 = queryWeight, product of:
1.1745039 = boost
2.4130175 = idf(docFreq=10762, maxDocs=44218)
0.015809255 = queryNorm
0.1508136 = fieldWeight in 604, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
2.4130175 = idf(docFreq=10762, maxDocs=44218)
0.0625 = fieldNorm(doc=604)
0.09835978 = weight(abstract_txt:words in 604) [ClassicSimilarity], result of:
0.09835978 = score(doc=604,freq=4.0), product of:
0.14699742 = queryWeight, product of:
1.7370028 = boost
5.353007 = idf(docFreq=568, maxDocs=44218)
0.015809255 = queryNorm
0.66912585 = fieldWeight in 604, product of:
2.0 = tf(freq=4.0), with freq of:
4.0 = termFreq=4.0
5.353007 = idf(docFreq=568, maxDocs=44218)
0.0625 = fieldNorm(doc=604)
0.072811946 = weight(abstract_txt:word in 604) [ClassicSimilarity], result of:
0.072811946 = score(doc=604,freq=2.0), product of:
0.15155716 = queryWeight, product of:
1.7637373 = boost
5.4353957 = idf(docFreq=523, maxDocs=44218)
0.015809255 = queryNorm
0.48042563 = fieldWeight in 604, product of:
1.4142135 = tf(freq=2.0), with freq of:
2.0 = termFreq=2.0
5.4353957 = idf(docFreq=523, maxDocs=44218)
0.0625 = fieldNorm(doc=604)
0.76004446 = weight(abstract_txt:segmentation in 604) [ClassicSimilarity], result of:
0.76004446 = score(doc=604,freq=10.0), product of:
0.48459 = queryWeight, product of:
3.8625891 = boost
7.935687 = idf(docFreq=42, maxDocs=44218)
0.015809255 = queryNorm
1.5684279 = fieldWeight in 604, product of:
3.1622777 = tf(freq=10.0), with freq of:
10.0 = termFreq=10.0
7.935687 = idf(docFreq=42, maxDocs=44218)
0.0625 = fieldNorm(doc=604)
0.28 = coord(7/25)
-
Abu-Salem, H.; Al-Omari, M.; Evens, M.W.: Stemming methodologies over individual query words for an Arabic information retrieval system (1999)
0.25
0.24989872 = sum of:
0.24989872 = product of:
0.6247468 = sum of:
0.032619096 = weight(abstract_txt:using in 3672) [ClassicSimilarity], result of:
0.032619096 = score(doc=3672,freq=6.0), product of:
0.06152461 = queryWeight, product of:
1.123751 = boost
3.4631186 = idf(docFreq=3765, maxDocs=44218)
0.015809255 = queryNorm
0.5301796 = fieldWeight in 3672, product of:
2.4494898 = tf(freq=6.0), with freq of:
6.0 = termFreq=6.0
3.4631186 = idf(docFreq=3765, maxDocs=44218)
0.0625 = fieldNorm(doc=3672)
0.023306198 = weight(abstract_txt:retrieval in 3672) [ClassicSimilarity], result of:
0.023306198 = score(doc=3672,freq=3.0), product of:
0.061952464 = queryWeight, product of:
1.1276517 = boost
3.4751394 = idf(docFreq=3720, maxDocs=44218)
0.015809255 = queryNorm
0.37619486 = fieldWeight in 3672, product of:
1.7320508 = tf(freq=3.0), with freq of:
3.0 = termFreq=3.0
3.4751394 = idf(docFreq=3720, maxDocs=44218)
0.0625 = fieldNorm(doc=3672)
0.013540615 = weight(abstract_txt:results in 3672) [ClassicSimilarity], result of:
0.013540615 = score(doc=3672,freq=1.0), product of:
0.0622124 = queryWeight, product of:
1.1300149 = boost
3.482422 = idf(docFreq=3693, maxDocs=44218)
0.015809255 = queryNorm
0.21765138 = fieldWeight in 3672, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
3.482422 = idf(docFreq=3693, maxDocs=44218)
0.0625 = fieldNorm(doc=3672)
0.0110816 = weight(abstract_txt:that in 3672) [ClassicSimilarity], result of:
0.0110816 = score(doc=3672,freq=3.0), product of:
0.04320258 = queryWeight, product of:
1.1533102 = boost
2.3694751 = idf(docFreq=11241, maxDocs=44218)
0.015809255 = queryNorm
0.2565032 = fieldWeight in 3672, product of:
1.7320508 = tf(freq=3.0), with freq of:
3.0 = termFreq=3.0
2.3694751 = idf(docFreq=11241, maxDocs=44218)
0.0625 = fieldNorm(doc=3672)
0.009556125 = weight(abstract_txt:this in 3672) [ClassicSimilarity], result of:
0.009556125 = score(doc=3672,freq=2.0), product of:
0.044804987 = queryWeight, product of:
1.1745039 = boost
2.4130175 = idf(docFreq=10762, maxDocs=44218)
0.015809255 = queryNorm
0.21328263 = fieldWeight in 3672, product of:
1.4142135 = tf(freq=2.0), with freq of:
2.0 = termFreq=2.0
2.4130175 = idf(docFreq=10762, maxDocs=44218)
0.0625 = fieldNorm(doc=3672)
0.14259301 = weight(abstract_txt:stem in 3672) [ClassicSimilarity], result of:
0.14259301 = score(doc=3672,freq=3.0), product of:
0.16448759 = queryWeight, product of:
1.2992635 = boost
8.008008 = idf(docFreq=39, maxDocs=44218)
0.015809255 = queryNorm
0.8668923 = fieldWeight in 3672, product of:
1.7320508 = tf(freq=3.0), with freq of:
3.0 = termFreq=3.0
8.008008 = idf(docFreq=39, maxDocs=44218)
0.0625 = fieldNorm(doc=3672)
0.08268974 = weight(abstract_txt:method in 3672) [ClassicSimilarity], result of:
0.08268974 = score(doc=3672,freq=8.0), product of:
0.103925586 = queryWeight, product of:
1.460518 = boost
4.50095 = idf(docFreq=1333, maxDocs=44218)
0.015809255 = queryNorm
0.795663 = fieldWeight in 3672, product of:
2.828427 = tf(freq=8.0), with freq of:
8.0 = termFreq=8.0
4.50095 = idf(docFreq=1333, maxDocs=44218)
0.0625 = fieldNorm(doc=3672)
0.04917989 = weight(abstract_txt:words in 3672) [ClassicSimilarity], result of:
0.04917989 = score(doc=3672,freq=1.0), product of:
0.14699742 = queryWeight, product of:
1.7370028 = boost
5.353007 = idf(docFreq=568, maxDocs=44218)
0.015809255 = queryNorm
0.33456293 = fieldWeight in 3672, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
5.353007 = idf(docFreq=568, maxDocs=44218)
0.0625 = fieldNorm(doc=3672)
0.072811946 = weight(abstract_txt:word in 3672) [ClassicSimilarity], result of:
0.072811946 = score(doc=3672,freq=2.0), product of:
0.15155716 = queryWeight, product of:
1.7637373 = boost
5.4353957 = idf(docFreq=523, maxDocs=44218)
0.015809255 = queryNorm
0.48042563 = fieldWeight in 3672, product of:
1.4142135 = tf(freq=2.0), with freq of:
2.0 = termFreq=2.0
5.4353957 = idf(docFreq=523, maxDocs=44218)
0.0625 = fieldNorm(doc=3672)
0.18736856 = weight(abstract_txt:stemming in 3672) [ClassicSimilarity], result of:
0.18736856 = score(doc=3672,freq=2.0), product of:
0.2846028 = queryWeight, product of:
2.4169366 = boost
7.448392 = idf(docFreq=69, maxDocs=44218)
0.015809255 = queryNorm
0.65835106 = fieldWeight in 3672, product of:
1.4142135 = tf(freq=2.0), with freq of:
2.0 = termFreq=2.0
7.448392 = idf(docFreq=69, maxDocs=44218)
0.0625 = fieldNorm(doc=3672)
0.4 = coord(10/25)
-
Mustafa, S.H.: Word-oriented approximate string matching using occurrence heuristic tables : a heuristic for searching Arabic text (2005)
0.21
0.20724079 = sum of:
0.20724079 = product of:
0.6476275 = sum of:
0.028831476 = weight(abstract_txt:using in 1715) [ClassicSimilarity], result of:
0.028831476 = score(doc=1715,freq=3.0), product of:
0.06152461 = queryWeight, product of:
1.123751 = boost
3.4631186 = idf(docFreq=3765, maxDocs=44218)
0.015809255 = queryNorm
0.46861696 = fieldWeight in 1715, product of:
1.7320508 = tf(freq=3.0), with freq of:
3.0 = termFreq=3.0
3.4631186 = idf(docFreq=3765, maxDocs=44218)
0.078125 = fieldNorm(doc=1715)
0.016925769 = weight(abstract_txt:results in 1715) [ClassicSimilarity], result of:
0.016925769 = score(doc=1715,freq=1.0), product of:
0.0622124 = queryWeight, product of:
1.1300149 = boost
3.482422 = idf(docFreq=3693, maxDocs=44218)
0.015809255 = queryNorm
0.27206424 = fieldWeight in 1715, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
3.482422 = idf(docFreq=3693, maxDocs=44218)
0.078125 = fieldNorm(doc=1715)
0.007997456 = weight(abstract_txt:that in 1715) [ClassicSimilarity], result of:
0.007997456 = score(doc=1715,freq=1.0), product of:
0.04320258 = queryWeight, product of:
1.1533102 = boost
2.3694751 = idf(docFreq=11241, maxDocs=44218)
0.015809255 = queryNorm
0.18511525 = fieldWeight in 1715, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
2.3694751 = idf(docFreq=11241, maxDocs=44218)
0.078125 = fieldNorm(doc=1715)
0.008446502 = weight(abstract_txt:this in 1715) [ClassicSimilarity], result of:
0.008446502 = score(doc=1715,freq=1.0), product of:
0.044804987 = queryWeight, product of:
1.1745039 = boost
2.4130175 = idf(docFreq=10762, maxDocs=44218)
0.015809255 = queryNorm
0.18851699 = fieldWeight in 1715, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
2.4130175 = idf(docFreq=10762, maxDocs=44218)
0.078125 = fieldNorm(doc=1715)
0.18578842 = weight(abstract_txt:affixes in 1715) [ClassicSimilarity], result of:
0.18578842 = score(doc=1715,freq=1.0), product of:
0.2438824 = queryWeight, product of:
1.5820526 = boost
9.7509775 = idf(docFreq=6, maxDocs=44218)
0.015809255 = queryNorm
0.7617951 = fieldWeight in 1715, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
9.7509775 = idf(docFreq=6, maxDocs=44218)
0.078125 = fieldNorm(doc=1715)
0.10647758 = weight(abstract_txt:words in 1715) [ClassicSimilarity], result of:
0.10647758 = score(doc=1715,freq=3.0), product of:
0.14699742 = queryWeight, product of:
1.7370028 = boost
5.353007 = idf(docFreq=568, maxDocs=44218)
0.015809255 = queryNorm
0.72435 = fieldWeight in 1715, product of:
1.7320508 = tf(freq=3.0), with freq of:
3.0 = termFreq=3.0
5.353007 = idf(docFreq=568, maxDocs=44218)
0.078125 = fieldNorm(doc=1715)
0.06435728 = weight(abstract_txt:word in 1715) [ClassicSimilarity], result of:
0.06435728 = score(doc=1715,freq=1.0), product of:
0.15155716 = queryWeight, product of:
1.7637373 = boost
5.4353957 = idf(docFreq=523, maxDocs=44218)
0.015809255 = queryNorm
0.4246403 = fieldWeight in 1715, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
5.4353957 = idf(docFreq=523, maxDocs=44218)
0.078125 = fieldNorm(doc=1715)
0.22880296 = weight(abstract_txt:letter in 1715) [ClassicSimilarity], result of:
0.22880296 = score(doc=1715,freq=1.0), product of:
0.3530361 = queryWeight, product of:
2.6918771 = boost
8.29569 = idf(docFreq=29, maxDocs=44218)
0.015809255 = queryNorm
0.64810073 = fieldWeight in 1715, product of:
1.0 = tf(freq=1.0), with freq of:
1.0 = termFreq=1.0
8.29569 = idf(docFreq=29, maxDocs=44218)
0.078125 = fieldNorm(doc=1715)
0.32 = coord(8/25)