Document (#33018)

Author
Fujita, S.
Title
NTCIR-2 as a Rosetta stone in laboratory experiments of IR systems
Source
Information processing and management. 41(2005) no.3, S.489-506
Year
2005
Abstract
This paper presents a laboratory based evaluation study of cross-language information retrieval technologies, utilizing partially parallel test collections, NTCIR-2 (used together with NTCIR-1), where Japanese-English parallel document collections, parallel topic sets and their relevance judgments are available. These enable us to observe and compare monolingual retrieval processes in two languages as well as retrieval across languages. Our experiments focused on (1) the Rosetta stone question (whether a partially parallel collection helps in cross-language information access or not?) and (2) two aspects of retrieval difficulties namely "collection discrepancy" and "query discrepancy". Japanese and English monolingual retrieval systems are combined by dictionary based query translation modules so that a symmetrical bilingual evaluation environment is implemented.
Theme
Multilinguale Probleme
Object
NTCIR-2

Similar documents (author)

  1. Fujita, S.: Technology survey and invalidity search : a comparative study of different tasks for Japanese patent document retrieval (2007) 5.47
    5.47028 = sum of:
      5.47028 = weight(author_txt:fujita in 918) [ClassicSimilarity], result of:
        5.47028 = fieldWeight in 918, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          8.752448 = idf(docFreq=18, maxDocs=44218)
          0.625 = fieldNorm(doc=918)
    
  2. Fujita, M.S. Lopes => Lopes Fujita, M.S.: 4.64
    4.6416864 = sum of:
      4.6416864 = weight(author_txt:fujita in 4755) [ClassicSimilarity], result of:
        4.6416864 = fieldWeight in 4755, product of:
          1.4142135 = tf(freq=2.0), with freq of:
            2.0 = termFreq=2.0
          8.752448 = idf(docFreq=18, maxDocs=44218)
          0.375 = fieldNorm(doc=4755)
    
  3. Fujita, M. Lopes => Lopes Fujita, M.: 4.64
    4.6416864 = sum of:
      4.6416864 = weight(author_txt:fujita in 4851) [ClassicSimilarity], result of:
        4.6416864 = fieldWeight in 4851, product of:
          1.4142135 = tf(freq=2.0), with freq of:
            2.0 = termFreq=2.0
          8.752448 = idf(docFreq=18, maxDocs=44218)
          0.375 = fieldNorm(doc=4851)
    
  4. Fujita, M.S. Lopes => Lopes Fujita, M.S.: 4.64
    4.6416864 = sum of:
      4.6416864 = weight(author_txt:fujita in 737) [ClassicSimilarity], result of:
        4.6416864 = fieldWeight in 737, product of:
          1.4142135 = tf(freq=2.0), with freq of:
            2.0 = termFreq=2.0
          8.752448 = idf(docFreq=18, maxDocs=44218)
          0.375 = fieldNorm(doc=737)
    
  5. Fujita, M.; Pinheiro, L.V.: Epistemology as a philosophical basis for knowledge organization conceptions (2016) 4.38
    4.376224 = sum of:
      4.376224 = weight(author_txt:fujita in 4882) [ClassicSimilarity], result of:
        4.376224 = fieldWeight in 4882, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          8.752448 = idf(docFreq=18, maxDocs=44218)
          0.5 = fieldNorm(doc=4882)
    

Similar documents (content)

  1. Xu, J.; Weischedel, R.: Empirical studies on the impact of lexical resources on CLIR performance (2005) 0.38
    0.3759338 = sum of:
      0.3759338 = product of:
        1.0442605 = sum of:
          0.12297264 = weight(abstract_txt:bilingual in 1020) [ClassicSimilarity], result of:
            0.12297264 = score(doc=1020,freq=3.0), product of:
              0.11873498 = queryWeight, product of:
                1.1216455 = boost
                7.653836 = idf(docFreq=56, maxDocs=44218)
                0.0138306925 = queryNorm
              1.0356901 = fieldWeight in 1020, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                7.653836 = idf(docFreq=56, maxDocs=44218)
                0.078125 = fieldNorm(doc=1020)
          0.03275931 = weight(abstract_txt:language in 1020) [ClassicSimilarity], result of:
            0.03275931 = score(doc=1020,freq=2.0), product of:
              0.07089843 = queryWeight, product of:
                1.2257434 = boost
                4.1820874 = idf(docFreq=1834, maxDocs=44218)
                0.0138306925 = queryNorm
              0.46205974 = fieldWeight in 1020, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.1820874 = idf(docFreq=1834, maxDocs=44218)
                0.078125 = fieldNorm(doc=1020)
          0.04796494 = weight(abstract_txt:experiments in 1020) [ClassicSimilarity], result of:
            0.04796494 = score(doc=1020,freq=1.0), product of:
              0.115178846 = queryWeight, product of:
                1.5623115 = boost
                5.3304167 = idf(docFreq=581, maxDocs=44218)
                0.0138306925 = queryNorm
              0.41643882 = fieldWeight in 1020, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.3304167 = idf(docFreq=581, maxDocs=44218)
                0.078125 = fieldNorm(doc=1020)
          0.054857176 = weight(abstract_txt:english in 1020) [ClassicSimilarity], result of:
            0.054857176 = score(doc=1020,freq=1.0), product of:
              0.12596379 = queryWeight, product of:
                1.6338197 = boost
                5.574394 = idf(docFreq=455, maxDocs=44218)
                0.0138306925 = queryNorm
              0.43549955 = fieldWeight in 1020, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.574394 = idf(docFreq=455, maxDocs=44218)
                0.078125 = fieldNorm(doc=1020)
          0.05564828 = weight(abstract_txt:cross in 1020) [ClassicSimilarity], result of:
            0.05564828 = score(doc=1020,freq=1.0), product of:
              0.12717193 = queryWeight, product of:
                1.6416361 = boost
                5.601063 = idf(docFreq=443, maxDocs=44218)
                0.0138306925 = queryNorm
              0.43758303 = fieldWeight in 1020, 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=1020)
          0.123323016 = weight(abstract_txt:partially in 1020) [ClassicSimilarity], result of:
            0.123323016 = score(doc=1020,freq=1.0), product of:
              0.21616541 = queryWeight, product of:
                2.1402986 = boost
                7.3024383 = idf(docFreq=80, maxDocs=44218)
                0.0138306925 = queryNorm
              0.570503 = fieldWeight in 1020, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.3024383 = idf(docFreq=80, maxDocs=44218)
                0.078125 = fieldNorm(doc=1020)
          0.16418235 = weight(abstract_txt:monolingual in 1020) [ClassicSimilarity], result of:
            0.16418235 = score(doc=1020,freq=1.0), product of:
              0.261602 = queryWeight, product of:
                2.354517 = boost
                8.033325 = idf(docFreq=38, maxDocs=44218)
                0.0138306925 = queryNorm
              0.62760353 = fieldWeight in 1020, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.033325 = idf(docFreq=38, maxDocs=44218)
                0.078125 = fieldNorm(doc=1020)
          0.033227455 = weight(abstract_txt:retrieval in 1020) [ClassicSimilarity], result of:
            0.033227455 = score(doc=1020,freq=1.0), product of:
              0.12238687 = queryWeight, product of:
                2.5463533 = boost
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.0138306925 = queryNorm
              0.27149525 = fieldWeight in 1020, 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=1020)
          0.40932536 = weight(abstract_txt:parallel in 1020) [ClassicSimilarity], result of:
            0.40932536 = score(doc=1020,freq=6.0), product of:
              0.3334997 = queryWeight, product of:
                3.7596202 = boost
                6.4136834 = idf(docFreq=196, maxDocs=44218)
                0.0138306925 = queryNorm
              1.2273635 = fieldWeight in 1020, product of:
                2.4494898 = tf(freq=6.0), with freq of:
                  6.0 = termFreq=6.0
                6.4136834 = idf(docFreq=196, maxDocs=44218)
                0.078125 = fieldNorm(doc=1020)
        0.36 = coord(9/25)
    
  2. Kim, S.; Ko, Y.; Oard, D.W.: Combining lexical and statistical translation evidence for cross-language information retrieval (2015) 0.34
    0.33831272 = sum of:
      0.33831272 = product of:
        0.8457818 = sum of:
          0.026207449 = weight(abstract_txt:language in 1606) [ClassicSimilarity], result of:
            0.026207449 = score(doc=1606,freq=2.0), product of:
              0.07089843 = queryWeight, product of:
                1.2257434 = boost
                4.1820874 = idf(docFreq=1834, maxDocs=44218)
                0.0138306925 = queryNorm
              0.3696478 = fieldWeight in 1606, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.1820874 = idf(docFreq=1834, maxDocs=44218)
                0.0625 = fieldNorm(doc=1606)
          0.022873266 = weight(abstract_txt:evaluation in 1606) [ClassicSimilarity], result of:
            0.022873266 = score(doc=1606,freq=1.0), product of:
              0.08157972 = queryWeight, product of:
                1.3148384 = boost
                4.4860687 = idf(docFreq=1353, maxDocs=44218)
                0.0138306925 = queryNorm
              0.2803793 = fieldWeight in 1606, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.4860687 = idf(docFreq=1353, maxDocs=44218)
                0.0625 = fieldNorm(doc=1606)
          0.02544891 = weight(abstract_txt:collection in 1606) [ClassicSimilarity], result of:
            0.02544891 = score(doc=1606,freq=1.0), product of:
              0.08759438 = queryWeight, product of:
                1.3624463 = boost
                4.648501 = idf(docFreq=1150, maxDocs=44218)
                0.0138306925 = queryNorm
              0.2905313 = fieldWeight in 1606, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.648501 = idf(docFreq=1150, maxDocs=44218)
                0.0625 = fieldNorm(doc=1606)
          0.038490932 = weight(abstract_txt:query in 1606) [ClassicSimilarity], result of:
            0.038490932 = score(doc=1606,freq=2.0), product of:
              0.091606386 = queryWeight, product of:
                1.3932984 = boost
                4.7537646 = idf(docFreq=1035, maxDocs=44218)
                0.0138306925 = queryNorm
              0.4201774 = fieldWeight in 1606, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.7537646 = idf(docFreq=1035, maxDocs=44218)
                0.0625 = fieldNorm(doc=1606)
          0.038371954 = weight(abstract_txt:experiments in 1606) [ClassicSimilarity], result of:
            0.038371954 = score(doc=1606,freq=1.0), product of:
              0.115178846 = queryWeight, product of:
                1.5623115 = boost
                5.3304167 = idf(docFreq=581, maxDocs=44218)
                0.0138306925 = queryNorm
              0.33315104 = fieldWeight in 1606, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.3304167 = idf(docFreq=581, maxDocs=44218)
                0.0625 = fieldNorm(doc=1606)
          0.04388574 = weight(abstract_txt:english in 1606) [ClassicSimilarity], result of:
            0.04388574 = score(doc=1606,freq=1.0), product of:
              0.12596379 = queryWeight, product of:
                1.6338197 = boost
                5.574394 = idf(docFreq=455, maxDocs=44218)
                0.0138306925 = queryNorm
              0.34839964 = fieldWeight in 1606, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.574394 = idf(docFreq=455, maxDocs=44218)
                0.0625 = fieldNorm(doc=1606)
          0.044518624 = weight(abstract_txt:cross in 1606) [ClassicSimilarity], result of:
            0.044518624 = score(doc=1606,freq=1.0), product of:
              0.12717193 = queryWeight, product of:
                1.6416361 = boost
                5.601063 = idf(docFreq=443, maxDocs=44218)
                0.0138306925 = queryNorm
              0.35006642 = fieldWeight in 1606, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.601063 = idf(docFreq=443, maxDocs=44218)
                0.0625 = fieldNorm(doc=1606)
          0.026581965 = weight(abstract_txt:retrieval in 1606) [ClassicSimilarity], result of:
            0.026581965 = score(doc=1606,freq=1.0), product of:
              0.12238687 = queryWeight, product of:
                2.5463533 = boost
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.0138306925 = queryNorm
              0.21719621 = fieldWeight in 1606, 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=1606)
          0.18905927 = weight(abstract_txt:parallel in 1606) [ClassicSimilarity], result of:
            0.18905927 = score(doc=1606,freq=2.0), product of:
              0.3334997 = queryWeight, product of:
                3.7596202 = boost
                6.4136834 = idf(docFreq=196, maxDocs=44218)
                0.0138306925 = queryNorm
              0.5668949 = fieldWeight in 1606, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.4136834 = idf(docFreq=196, maxDocs=44218)
                0.0625 = fieldNorm(doc=1606)
          0.39034376 = weight(abstract_txt:ntcir in 1606) [ClassicSimilarity], result of:
            0.39034376 = score(doc=1606,freq=2.0), product of:
              0.4913022 = queryWeight, product of:
                3.951857 = boost
                8.988837 = idf(docFreq=14, maxDocs=44218)
                0.0138306925 = queryNorm
              0.79450846 = fieldWeight in 1606, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.988837 = idf(docFreq=14, maxDocs=44218)
                0.0625 = fieldNorm(doc=1606)
        0.4 = coord(10/25)
    
  3. Li, Q.; Chen, Y.P.; Myaeng, S.-H.; Jin, Y.; Kang, B.-Y.: Concept unification of terms in different languages via web mining for Information Retrieval (2009) 0.28
    0.27642095 = sum of:
      0.27642095 = product of:
        0.767836 = sum of:
          0.056798626 = weight(abstract_txt:bilingual in 4215) [ClassicSimilarity], result of:
            0.056798626 = score(doc=4215,freq=1.0), product of:
              0.11873498 = queryWeight, product of:
                1.1216455 = boost
                7.653836 = idf(docFreq=56, maxDocs=44218)
                0.0138306925 = queryNorm
              0.47836474 = fieldWeight in 4215, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.653836 = idf(docFreq=56, maxDocs=44218)
                0.0625 = fieldNorm(doc=4215)
          0.037062928 = weight(abstract_txt:language in 4215) [ClassicSimilarity], result of:
            0.037062928 = score(doc=4215,freq=4.0), product of:
              0.07089843 = queryWeight, product of:
                1.2257434 = boost
                4.1820874 = idf(docFreq=1834, maxDocs=44218)
                0.0138306925 = queryNorm
              0.5227609 = fieldWeight in 4215, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                4.1820874 = idf(docFreq=1834, maxDocs=44218)
                0.0625 = fieldNorm(doc=4215)
          0.026200539 = weight(abstract_txt:collections in 4215) [ClassicSimilarity], result of:
            0.026200539 = score(doc=4215,freq=1.0), product of:
              0.08931072 = queryWeight, product of:
                1.3757296 = boost
                4.693822 = idf(docFreq=1099, maxDocs=44218)
                0.0138306925 = queryNorm
              0.29336387 = fieldWeight in 4215, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.693822 = idf(docFreq=1099, maxDocs=44218)
                0.0625 = fieldNorm(doc=4215)
          0.061280258 = weight(abstract_txt:languages in 4215) [ClassicSimilarity], result of:
            0.061280258 = score(doc=4215,freq=3.0), product of:
              0.10911139 = queryWeight, product of:
                1.5206046 = boost
                5.188118 = idf(docFreq=670, maxDocs=44218)
                0.0138306925 = queryNorm
              0.56163025 = fieldWeight in 4215, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.188118 = idf(docFreq=670, maxDocs=44218)
                0.0625 = fieldNorm(doc=4215)
          0.076012336 = weight(abstract_txt:english in 4215) [ClassicSimilarity], result of:
            0.076012336 = score(doc=4215,freq=3.0), product of:
              0.12596379 = queryWeight, product of:
                1.6338197 = boost
                5.574394 = idf(docFreq=455, maxDocs=44218)
                0.0138306925 = queryNorm
              0.6034459 = fieldWeight in 4215, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.574394 = idf(docFreq=455, maxDocs=44218)
                0.0625 = fieldNorm(doc=4215)
          0.06295884 = weight(abstract_txt:cross in 4215) [ClassicSimilarity], result of:
            0.06295884 = score(doc=4215,freq=2.0), product of:
              0.12717193 = queryWeight, product of:
                1.6416361 = boost
                5.601063 = idf(docFreq=443, maxDocs=44218)
                0.0138306925 = queryNorm
              0.49506867 = fieldWeight in 4215, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.601063 = idf(docFreq=443, maxDocs=44218)
                0.0625 = fieldNorm(doc=4215)
          0.11206866 = weight(abstract_txt:japanese in 4215) [ClassicSimilarity], result of:
            0.11206866 = score(doc=4215,freq=1.0), product of:
              0.23533484 = queryWeight, product of:
                2.2331834 = boost
                7.61935 = idf(docFreq=58, maxDocs=44218)
                0.0138306925 = queryNorm
              0.47620937 = fieldWeight in 4215, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.61935 = idf(docFreq=58, maxDocs=44218)
                0.0625 = fieldNorm(doc=4215)
          0.05943908 = weight(abstract_txt:retrieval in 4215) [ClassicSimilarity], result of:
            0.05943908 = score(doc=4215,freq=5.0), product of:
              0.12238687 = queryWeight, product of:
                2.5463533 = boost
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.0138306925 = queryNorm
              0.4856655 = fieldWeight in 4215, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.0625 = fieldNorm(doc=4215)
          0.27601472 = weight(abstract_txt:ntcir in 4215) [ClassicSimilarity], result of:
            0.27601472 = score(doc=4215,freq=1.0), product of:
              0.4913022 = queryWeight, product of:
                3.951857 = boost
                8.988837 = idf(docFreq=14, maxDocs=44218)
                0.0138306925 = queryNorm
              0.5618023 = fieldWeight in 4215, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.988837 = idf(docFreq=14, maxDocs=44218)
                0.0625 = fieldNorm(doc=4215)
        0.36 = coord(9/25)
    
  4. Gupta, P.; Banchs, R.E.; Rosso, P.: Continuous space models for CLIR (2017) 0.24
    0.23890291 = sum of:
      0.23890291 = product of:
        0.66361916 = sum of:
          0.037062928 = weight(abstract_txt:language in 3295) [ClassicSimilarity], result of:
            0.037062928 = score(doc=3295,freq=4.0), product of:
              0.07089843 = queryWeight, product of:
                1.2257434 = boost
                4.1820874 = idf(docFreq=1834, maxDocs=44218)
                0.0138306925 = queryNorm
              0.5227609 = fieldWeight in 3295, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                4.1820874 = idf(docFreq=1834, maxDocs=44218)
                0.0625 = fieldNorm(doc=3295)
          0.022873266 = weight(abstract_txt:evaluation in 3295) [ClassicSimilarity], result of:
            0.022873266 = score(doc=3295,freq=1.0), product of:
              0.08157972 = queryWeight, product of:
                1.3148384 = boost
                4.4860687 = idf(docFreq=1353, maxDocs=44218)
                0.0138306925 = queryNorm
              0.2803793 = fieldWeight in 3295, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.4860687 = idf(docFreq=1353, maxDocs=44218)
                0.0625 = fieldNorm(doc=3295)
          0.035380173 = weight(abstract_txt:languages in 3295) [ClassicSimilarity], result of:
            0.035380173 = score(doc=3295,freq=1.0), product of:
              0.10911139 = queryWeight, product of:
                1.5206046 = boost
                5.188118 = idf(docFreq=670, maxDocs=44218)
                0.0138306925 = queryNorm
              0.32425737 = fieldWeight in 3295, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.188118 = idf(docFreq=670, maxDocs=44218)
                0.0625 = fieldNorm(doc=3295)
          0.038371954 = weight(abstract_txt:experiments in 3295) [ClassicSimilarity], result of:
            0.038371954 = score(doc=3295,freq=1.0), product of:
              0.115178846 = queryWeight, product of:
                1.5623115 = boost
                5.3304167 = idf(docFreq=581, maxDocs=44218)
                0.0138306925 = queryNorm
              0.33315104 = fieldWeight in 3295, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.3304167 = idf(docFreq=581, maxDocs=44218)
                0.0625 = fieldNorm(doc=3295)
          0.04388574 = weight(abstract_txt:english in 3295) [ClassicSimilarity], result of:
            0.04388574 = score(doc=3295,freq=1.0), product of:
              0.12596379 = queryWeight, product of:
                1.6338197 = boost
                5.574394 = idf(docFreq=455, maxDocs=44218)
                0.0138306925 = queryNorm
              0.34839964 = fieldWeight in 3295, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.574394 = idf(docFreq=455, maxDocs=44218)
                0.0625 = fieldNorm(doc=3295)
          0.07710852 = weight(abstract_txt:cross in 3295) [ClassicSimilarity], result of:
            0.07710852 = score(doc=3295,freq=3.0), product of:
              0.12717193 = queryWeight, product of:
                1.6416361 = boost
                5.601063 = idf(docFreq=443, maxDocs=44218)
                0.0138306925 = queryNorm
              0.60633284 = fieldWeight in 3295, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.601063 = idf(docFreq=443, maxDocs=44218)
                0.0625 = fieldNorm(doc=3295)
          0.13134588 = weight(abstract_txt:monolingual in 3295) [ClassicSimilarity], result of:
            0.13134588 = score(doc=3295,freq=1.0), product of:
              0.261602 = queryWeight, product of:
                2.354517 = boost
                8.033325 = idf(docFreq=38, maxDocs=44218)
                0.0138306925 = queryNorm
              0.5020828 = fieldWeight in 3295, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.033325 = idf(docFreq=38, maxDocs=44218)
                0.0625 = fieldNorm(doc=3295)
          0.046041314 = weight(abstract_txt:retrieval in 3295) [ClassicSimilarity], result of:
            0.046041314 = score(doc=3295,freq=3.0), product of:
              0.12238687 = queryWeight, product of:
                2.5463533 = boost
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.0138306925 = queryNorm
              0.37619486 = fieldWeight in 3295, 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=3295)
          0.23154938 = weight(abstract_txt:parallel in 3295) [ClassicSimilarity], result of:
            0.23154938 = score(doc=3295,freq=3.0), product of:
              0.3334997 = queryWeight, product of:
                3.7596202 = boost
                6.4136834 = idf(docFreq=196, maxDocs=44218)
                0.0138306925 = queryNorm
              0.6943016 = fieldWeight in 3295, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                6.4136834 = idf(docFreq=196, maxDocs=44218)
                0.0625 = fieldNorm(doc=3295)
        0.36 = coord(9/25)
    
  5. Li, Y.; Shawe-Taylor, J.: Advanced learning algorithms for cross-language patent retrieval and classification (2007) 0.21
    0.20796034 = sum of:
      0.20796034 = product of:
        0.7427155 = sum of:
          0.10040673 = weight(abstract_txt:bilingual in 931) [ClassicSimilarity], result of:
            0.10040673 = score(doc=931,freq=2.0), product of:
              0.11873498 = queryWeight, product of:
                1.1216455 = boost
                7.653836 = idf(docFreq=56, maxDocs=44218)
                0.0138306925 = queryNorm
              0.8456373 = fieldWeight in 931, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                7.653836 = idf(docFreq=56, maxDocs=44218)
                0.078125 = fieldNorm(doc=931)
          0.04632866 = weight(abstract_txt:language in 931) [ClassicSimilarity], result of:
            0.04632866 = score(doc=931,freq=4.0), product of:
              0.07089843 = queryWeight, product of:
                1.2257434 = boost
                4.1820874 = idf(docFreq=1834, maxDocs=44218)
                0.0138306925 = 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)
          0.054857176 = weight(abstract_txt:english in 931) [ClassicSimilarity], result of:
            0.054857176 = score(doc=931,freq=1.0), product of:
              0.12596379 = queryWeight, product of:
                1.6338197 = boost
                5.574394 = idf(docFreq=455, maxDocs=44218)
                0.0138306925 = queryNorm
              0.43549955 = fieldWeight in 931, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.574394 = idf(docFreq=455, maxDocs=44218)
                0.078125 = fieldNorm(doc=931)
          0.11129656 = weight(abstract_txt:cross in 931) [ClassicSimilarity], result of:
            0.11129656 = score(doc=931,freq=4.0), product of:
              0.12717193 = queryWeight, product of:
                1.6416361 = boost
                5.601063 = idf(docFreq=443, maxDocs=44218)
                0.0138306925 = 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)
          0.14008582 = weight(abstract_txt:japanese in 931) [ClassicSimilarity], result of:
            0.14008582 = score(doc=931,freq=1.0), product of:
              0.23533484 = queryWeight, product of:
                2.2331834 = boost
                7.61935 = idf(docFreq=58, maxDocs=44218)
                0.0138306925 = queryNorm
              0.5952617 = fieldWeight in 931, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.61935 = idf(docFreq=58, maxDocs=44218)
                0.078125 = fieldNorm(doc=931)
          0.2321889 = weight(abstract_txt:monolingual in 931) [ClassicSimilarity], result of:
            0.2321889 = score(doc=931,freq=2.0), product of:
              0.261602 = queryWeight, product of:
                2.354517 = boost
                8.033325 = idf(docFreq=38, maxDocs=44218)
                0.0138306925 = queryNorm
              0.8875654 = fieldWeight in 931, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.033325 = idf(docFreq=38, maxDocs=44218)
                0.078125 = fieldNorm(doc=931)
          0.05755164 = weight(abstract_txt:retrieval in 931) [ClassicSimilarity], result of:
            0.05755164 = score(doc=931,freq=3.0), product of:
              0.12238687 = queryWeight, product of:
                2.5463533 = boost
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.0138306925 = 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)
        0.28 = coord(7/25)