Document (#24304)

Author

Ballesteros, L.
Croft, W.B.

Title

Statistical methods for cross-language information retrieval

Source

Cross-language information retrieval. Ed.: G. Grefenstette

Imprint

Boston, MA : Kluwer Academic Publ.

Year

1998

Pages

S.41-50

Series

The Kluwer International series on information retrieval

Theme

Multilinguale Probleme

Similar documents (author)

1. Allan, J.; Ballesteros, L.; Callan, J.P.; Croft, W.B.; Lu, Z.: Recent experiment with INQUERY (1996) 3.97

   3.965639 = sum of:
     3.965639 = sum of:
       1.3795745 = weight(author_txt:croft in 7568) [ClassicSimilarity], result of:
         1.3795745 = score(doc=7568,freq=1.0), product of:
           0.54954064 = queryWeight, product of:
             8.033325 = idf(docFreq=38, maxDocs=44218)
             0.06840762 = queryNorm
           2.5104141 = fieldWeight in 7568, product of:
             1.0 = tf(freq=1.0), with freq of:
               1.0 = termFreq=1.0
             8.033325 = idf(docFreq=38, maxDocs=44218)
             0.3125 = fieldNorm(doc=7568)
       2.5860646 = weight(author_txt:ballesteros in 7568) [ClassicSimilarity], result of:
         2.5860646 = score(doc=7568,freq=1.0), product of:
           0.8354669 = queryWeight, product of:
             1.2330047 = boost
             9.905128 = idf(docFreq=5, maxDocs=44218)
             0.06840762 = queryNorm
           3.0953524 = fieldWeight in 7568, product of:
             1.0 = tf(freq=1.0), with freq of:
               1.0 = termFreq=1.0
             9.905128 = idf(docFreq=5, maxDocs=44218)
             0.3125 = fieldNorm(doc=7568)
   

2. Allan, J.; Callan, J.P.; Croft, W.B.; Ballesteros, L.; Broglio, J.; Xu, J.; Shu, H.: INQUERY at TREC-5 (1997) 3.17

   3.1725113 = sum of:
     3.1725113 = sum of:
       1.1036596 = weight(author_txt:croft in 3103) [ClassicSimilarity], result of:
         1.1036596 = score(doc=3103,freq=1.0), product of:
           0.54954064 = queryWeight, product of:
             8.033325 = idf(docFreq=38, maxDocs=44218)
             0.06840762 = queryNorm
           2.0083313 = fieldWeight in 3103, product of:
             1.0 = tf(freq=1.0), with freq of:
               1.0 = termFreq=1.0
             8.033325 = idf(docFreq=38, maxDocs=44218)
             0.25 = fieldNorm(doc=3103)
       2.0688517 = weight(author_txt:ballesteros in 3103) [ClassicSimilarity], result of:
         2.0688517 = score(doc=3103,freq=1.0), product of:
           0.8354669 = queryWeight, product of:
             1.2330047 = boost
             9.905128 = idf(docFreq=5, maxDocs=44218)
             0.06840762 = queryNorm
           2.476282 = fieldWeight in 3103, product of:
             1.0 = tf(freq=1.0), with freq of:
               1.0 = termFreq=1.0
             9.905128 = idf(docFreq=5, maxDocs=44218)
             0.25 = fieldNorm(doc=3103)
   

3. Ballesteros, L.A.: Cross-language retrieval via transitive relation (2000) 2.59

   2.5860646 = sum of:
     2.5860646 = product of:
       5.172129 = sum of:
         5.172129 = weight(author_txt:ballesteros in 30) [ClassicSimilarity], result of:
           5.172129 = score(doc=30,freq=1.0), product of:
             0.8354669 = queryWeight, product of:
               1.2330047 = boost
               9.905128 = idf(docFreq=5, maxDocs=44218)
               0.06840762 = queryNorm
             6.190705 = fieldWeight in 30, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.905128 = idf(docFreq=5, maxDocs=44218)
               0.625 = fieldNorm(doc=30)
       0.5 = coord(1/2)
   

4. Harmon, E.G.; Ballesteros, E.R.: Unconscious cognition : the elicitation of deeply embedded information needs (1997) 2.07

   2.0688517 = sum of:
     2.0688517 = product of:
       4.1377034 = sum of:
         4.1377034 = weight(author_txt:ballesteros in 299) [ClassicSimilarity], result of:
           4.1377034 = score(doc=299,freq=1.0), product of:
             0.8354669 = queryWeight, product of:
               1.2330047 = boost
               9.905128 = idf(docFreq=5, maxDocs=44218)
               0.06840762 = queryNorm
             4.952564 = fieldWeight in 299, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.905128 = idf(docFreq=5, maxDocs=44218)
               0.5 = fieldNorm(doc=299)
       0.5 = coord(1/2)
   

5. Croft, W.B.: Approaches to intelligent information retrieval (1987) 1.38

   1.3795745 = sum of:
     1.3795745 = product of:
       2.759149 = sum of:
         2.759149 = weight(author_txt:croft in 1094) [ClassicSimilarity], result of:
           2.759149 = score(doc=1094,freq=1.0), product of:
             0.54954064 = queryWeight, product of:
               8.033325 = idf(docFreq=38, maxDocs=44218)
               0.06840762 = queryNorm
             5.0208282 = fieldWeight in 1094, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.033325 = idf(docFreq=38, maxDocs=44218)
               0.625 = fieldNorm(doc=1094)
       0.5 = coord(1/2)
   

Similar documents (content)

1. Wang, J.; Oard, D.W.: Matching meaning for cross-language information retrieval (2012) 0.92

   0.9230391 = sum of:
     0.9230391 = product of:
       1.107647 = sum of:
         0.036122564 = weight(abstract_txt:information in 7430) [ClassicSimilarity], result of:
           0.036122564 = score(doc=7430,freq=2.0), product of:
             0.11254005 = queryWeight, product of:
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.046485975 = queryNorm
             0.32097518 = fieldWeight in 7430, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.09375 = fieldNorm(doc=7430)
         0.1308535 = weight(abstract_txt:retrieval in 7430) [ClassicSimilarity], result of:
           0.1308535 = score(doc=7430,freq=3.0), product of:
             0.23188958 = queryWeight, product of:
               1.4354466 = boost
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.046485975 = queryNorm
             0.5642923 = fieldWeight in 7430, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.09375 = fieldNorm(doc=7430)
         0.18620975 = weight(abstract_txt:language in 7430) [ClassicSimilarity], result of:
           0.18620975 = score(doc=7430,freq=2.0), product of:
             0.33583272 = queryWeight, product of:
               1.7274598 = boost
               4.1820874 = idf(docFreq=1834, maxDocs=44218)
               0.046485975 = queryNorm
             0.55447173 = fieldWeight in 7430, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.1820874 = idf(docFreq=1834, maxDocs=44218)
               0.09375 = fieldNorm(doc=7430)
         0.30712456 = weight(abstract_txt:statistical in 7430) [ClassicSimilarity], result of:
           0.30712456 = score(doc=7430,freq=1.0), product of:
             0.5906648 = queryWeight, product of:
               2.2909572 = boost
               5.5462847 = idf(docFreq=468, maxDocs=44218)
               0.046485975 = queryNorm
             0.5199642 = fieldWeight in 7430, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.5462847 = idf(docFreq=468, maxDocs=44218)
               0.09375 = fieldNorm(doc=7430)
         0.44733652 = weight(abstract_txt:cross in 7430) [ClassicSimilarity], result of:
           0.44733652 = score(doc=7430,freq=2.0), product of:
             0.6023899 = queryWeight, product of:
               2.313584 = boost
               5.601063 = idf(docFreq=443, maxDocs=44218)
               0.046485975 = queryNorm
             0.742603 = fieldWeight in 7430, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.601063 = idf(docFreq=443, maxDocs=44218)
               0.09375 = fieldNorm(doc=7430)
       0.8333333 = coord(5/6)
   

2. Kishida, K.: Technical issues of cross-language information retrieval : a review (2005) 0.88

   0.8779878 = sum of:
     0.8779878 = product of:
       1.0535854 = sum of:
         0.029799594 = weight(abstract_txt:information in 1019) [ClassicSimilarity], result of:
           0.029799594 = score(doc=1019,freq=1.0), product of:
             0.11254005 = queryWeight, product of:
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.046485975 = queryNorm
             0.264791 = fieldWeight in 1019, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.109375 = fieldNorm(doc=1019)
         0.08813969 = weight(abstract_txt:retrieval in 1019) [ClassicSimilarity], result of:
           0.08813969 = score(doc=1019,freq=1.0), product of:
             0.23188958 = queryWeight, product of:
               1.4354466 = boost
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.046485975 = queryNorm
             0.38009337 = fieldWeight in 1019, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.109375 = fieldNorm(doc=1019)
         0.2593819 = weight(abstract_txt:methods in 1019) [ClassicSimilarity], result of:
           0.2593819 = score(doc=1019,freq=3.0), product of:
             0.33018163 = queryWeight, product of:
               1.712864 = boost
               4.146752 = idf(docFreq=1900, maxDocs=44218)
               0.046485975 = queryNorm
             0.78557336 = fieldWeight in 1019, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.146752 = idf(docFreq=1900, maxDocs=44218)
               0.109375 = fieldNorm(doc=1019)
         0.30723038 = weight(abstract_txt:language in 1019) [ClassicSimilarity], result of:
           0.30723038 = score(doc=1019,freq=4.0), product of:
             0.33583272 = queryWeight, product of:
               1.7274598 = boost
               4.1820874 = idf(docFreq=1834, maxDocs=44218)
               0.046485975 = queryNorm
             0.91483164 = fieldWeight in 1019, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               4.1820874 = idf(docFreq=1834, maxDocs=44218)
               0.109375 = fieldNorm(doc=1019)
         0.3690338 = weight(abstract_txt:cross in 1019) [ClassicSimilarity], result of:
           0.3690338 = score(doc=1019,freq=1.0), product of:
             0.6023899 = queryWeight, product of:
               2.313584 = boost
               5.601063 = idf(docFreq=443, maxDocs=44218)
               0.046485975 = queryNorm
             0.61261624 = fieldWeight in 1019, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.601063 = idf(docFreq=443, maxDocs=44218)
               0.109375 = fieldNorm(doc=1019)
       0.8333333 = coord(5/6)
   

3. Seo, H.-C.; Kim, S.-B.; Rim, H.-C.; Myaeng, S.-H.: lmproving query translation in English-Korean Cross-language information retrieval (2005) 0.82

   0.8204675 = sum of:
     0.8204675 = sum of:
       0.021285424 = weight(abstract_txt:information in 1023) [ClassicSimilarity], result of:
         0.021285424 = score(doc=1023,freq=1.0), product of:
           0.11254005 = queryWeight, product of:
             2.4209464 = idf(docFreq=10677, maxDocs=44218)
             0.046485975 = queryNorm
           0.18913643 = fieldWeight in 1023, product of:
             1.0 = tf(freq=1.0), with freq of:
               1.0 = termFreq=1.0
             2.4209464 = idf(docFreq=10677, maxDocs=44218)
             0.078125 = fieldNorm(doc=1023)
       0.06295692 = weight(abstract_txt:retrieval in 1023) [ClassicSimilarity], result of:
         0.06295692 = score(doc=1023,freq=1.0), product of:
           0.23188958 = queryWeight, product of:
             1.4354466 = boost
             3.4751394 = idf(docFreq=3720, maxDocs=44218)
             0.046485975 = queryNorm
           0.27149525 = fieldWeight in 1023, product of:
             1.0 = tf(freq=1.0), with freq of:
               1.0 = termFreq=1.0
             3.4751394 = idf(docFreq=3720, maxDocs=44218)
             0.078125 = fieldNorm(doc=1023)
       0.106967285 = weight(abstract_txt:methods in 1023) [ClassicSimilarity], result of:
         0.106967285 = score(doc=1023,freq=1.0), product of:
           0.33018163 = queryWeight, product of:
             1.712864 = boost
             4.146752 = idf(docFreq=1900, maxDocs=44218)
             0.046485975 = queryNorm
           0.32396498 = fieldWeight in 1023, product of:
             1.0 = tf(freq=1.0), with freq of:
               1.0 = termFreq=1.0
             4.146752 = idf(docFreq=1900, maxDocs=44218)
             0.078125 = fieldNorm(doc=1023)
       0.10972513 = weight(abstract_txt:language in 1023) [ClassicSimilarity], result of:
         0.10972513 = score(doc=1023,freq=1.0), product of:
           0.33583272 = queryWeight, product of:
             1.7274598 = boost
             4.1820874 = idf(docFreq=1834, maxDocs=44218)
             0.046485975 = queryNorm
           0.32672557 = fieldWeight in 1023, product of:
             1.0 = tf(freq=1.0), with freq of:
               1.0 = termFreq=1.0
             4.1820874 = idf(docFreq=1834, maxDocs=44218)
             0.078125 = fieldNorm(doc=1023)
       0.2559371 = weight(abstract_txt:statistical in 1023) [ClassicSimilarity], result of:
         0.2559371 = score(doc=1023,freq=1.0), product of:
           0.5906648 = queryWeight, product of:
             2.2909572 = boost
             5.5462847 = idf(docFreq=468, maxDocs=44218)
             0.046485975 = queryNorm
           0.43330348 = fieldWeight in 1023, product of:
             1.0 = tf(freq=1.0), with freq of:
               1.0 = termFreq=1.0
             5.5462847 = idf(docFreq=468, maxDocs=44218)
             0.078125 = fieldNorm(doc=1023)
       0.26359558 = weight(abstract_txt:cross in 1023) [ClassicSimilarity], result of:
         0.26359558 = score(doc=1023,freq=1.0), product of:
           0.6023899 = queryWeight, product of:
             2.313584 = boost
             5.601063 = idf(docFreq=443, maxDocs=44218)
             0.046485975 = queryNorm
           0.43758303 = fieldWeight in 1023, product of:
             1.0 = tf(freq=1.0), with freq of:
               1.0 = termFreq=1.0
             5.601063 = idf(docFreq=443, maxDocs=44218)
             0.078125 = fieldNorm(doc=1023)
   

4. Li, Y.; Shawe-Taylor, J.: Advanced learning algorithms for cross-language patent retrieval and classification (2007) 0.82

   0.8199489 = sum of:
     0.8199489 = product of:
       0.9839387 = sum of:
         0.021285424 = weight(abstract_txt:information in 931) [ClassicSimilarity], result of:
           0.021285424 = score(doc=931,freq=1.0), product of:
             0.11254005 = queryWeight, product of:
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.046485975 = queryNorm
             0.18913643 = fieldWeight in 931, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.078125 = fieldNorm(doc=931)
         0.10904458 = weight(abstract_txt:retrieval in 931) [ClassicSimilarity], result of:
           0.10904458 = score(doc=931,freq=3.0), product of:
             0.23188958 = queryWeight, product of:
               1.4354466 = boost
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.046485975 = queryNorm
             0.47024357 = fieldWeight in 931, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.078125 = fieldNorm(doc=931)
         0.106967285 = weight(abstract_txt:methods in 931) [ClassicSimilarity], result of:
           0.106967285 = score(doc=931,freq=1.0), product of:
             0.33018163 = queryWeight, product of:
               1.712864 = boost
               4.146752 = idf(docFreq=1900, maxDocs=44218)
               0.046485975 = queryNorm
             0.32396498 = fieldWeight in 931, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.146752 = idf(docFreq=1900, maxDocs=44218)
               0.078125 = fieldNorm(doc=931)
         0.21945027 = weight(abstract_txt:language in 931) [ClassicSimilarity], result of:
           0.21945027 = score(doc=931,freq=4.0), product of:
             0.33583272 = queryWeight, product of:
               1.7274598 = boost
               4.1820874 = idf(docFreq=1834, maxDocs=44218)
               0.046485975 = queryNorm
             0.65345114 = fieldWeight in 931, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               4.1820874 = idf(docFreq=1834, maxDocs=44218)
               0.078125 = fieldNorm(doc=931)
         0.52719116 = weight(abstract_txt:cross in 931) [ClassicSimilarity], result of:
           0.52719116 = score(doc=931,freq=4.0), product of:
             0.6023899 = queryWeight, product of:
               2.313584 = boost
               5.601063 = idf(docFreq=443, maxDocs=44218)
               0.046485975 = queryNorm
             0.87516606 = fieldWeight in 931, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               5.601063 = idf(docFreq=443, maxDocs=44218)
               0.078125 = fieldNorm(doc=931)
       0.8333333 = coord(5/6)
   

5. Manning, C.D.; Schütze, H.: Foundations of statistical natural language processing (2000) 0.79

   0.78968054 = sum of:
     0.78968054 = product of:
       0.94761664 = sum of:
         0.025542509 = weight(abstract_txt:information in 1603) [ClassicSimilarity], result of:
           0.025542509 = score(doc=1603,freq=1.0), product of:
             0.11254005 = queryWeight, product of:
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.046485975 = queryNorm
             0.22696373 = fieldWeight in 1603, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.09375 = fieldNorm(doc=1603)
         0.075548306 = weight(abstract_txt:retrieval in 1603) [ClassicSimilarity], result of:
           0.075548306 = score(doc=1603,freq=1.0), product of:
             0.23188958 = queryWeight, product of:
               1.4354466 = boost
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.046485975 = queryNorm
             0.3257943 = fieldWeight in 1603, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.4751394 = idf(docFreq=3720, maxDocs=44218)
               0.09375 = fieldNorm(doc=1603)
         0.12836075 = weight(abstract_txt:methods in 1603) [ClassicSimilarity], result of:
           0.12836075 = score(doc=1603,freq=1.0), product of:
             0.33018163 = queryWeight, product of:
               1.712864 = boost
               4.146752 = idf(docFreq=1900, maxDocs=44218)
               0.046485975 = queryNorm
             0.388758 = fieldWeight in 1603, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.146752 = idf(docFreq=1900, maxDocs=44218)
               0.09375 = fieldNorm(doc=1603)
         0.18620975 = weight(abstract_txt:language in 1603) [ClassicSimilarity], result of:
           0.18620975 = score(doc=1603,freq=2.0), product of:
             0.33583272 = queryWeight, product of:
               1.7274598 = boost
               4.1820874 = idf(docFreq=1834, maxDocs=44218)
               0.046485975 = queryNorm
             0.55447173 = fieldWeight in 1603, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.1820874 = idf(docFreq=1834, maxDocs=44218)
               0.09375 = fieldNorm(doc=1603)
         0.5319553 = weight(abstract_txt:statistical in 1603) [ClassicSimilarity], result of:
           0.5319553 = score(doc=1603,freq=3.0), product of:
             0.5906648 = queryWeight, product of:
               2.2909572 = boost
               5.5462847 = idf(docFreq=468, maxDocs=44218)
               0.046485975 = queryNorm
             0.90060437 = fieldWeight in 1603, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               5.5462847 = idf(docFreq=468, maxDocs=44218)
               0.09375 = fieldNorm(doc=1603)
       0.8333333 = coord(5/6)