Document (#33035)

Author
Savoy , J.
Title
Cross-language information retrieval : experiments based an CLEF 2000 corpora
Source
Information processing and management. 39(2003) no.1, S.75-115
Year
2003
Abstract
Search engines play an essential role in the usability of Internet-based information systems and without them the Web would be much less accessible, and at the very least would develop at a much slower rate. Given that non-English users now tend to make up the majority in this environment, our main objective is to analyze and evaluate the retrieval effectiveness of various indexing and search strategies based on test-collections written in four different languages: English, French, German, and Italian. Our second objective is to describe and evaluate various approaches that might be implemented in order to effectively access document collections written in another language. As a third objective, we will explore the underlying problems involved in searching document collections written in the four different languages, and we will suggest and evaluate different database merging strategies capable of providing the user with a single unique result list.
Theme
Retrievalstudien

Similar documents (author)

  1. Savoy, J.: Stemming of French words based on grammatical categories (1993) 5.21
    5.2059946 = sum of:
      5.2059946 = weight(author_txt:savoy in 4650) [ClassicSimilarity], result of:
        5.2059946 = fieldWeight in 4650, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          8.329592 = idf(docFreq=28, maxDocs=44218)
          0.625 = fieldNorm(doc=4650)
    
  2. Savoy, J.: Effectiveness of information retrieval systems used in a hypertext environment (1993) 5.21
    5.2059946 = sum of:
      5.2059946 = weight(author_txt:savoy in 6511) [ClassicSimilarity], result of:
        5.2059946 = fieldWeight in 6511, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          8.329592 = idf(docFreq=28, maxDocs=44218)
          0.625 = fieldNorm(doc=6511)
    
  3. Savoy, J.: ¬A learning scheme for information retrieval in hypertext (1994) 5.21
    5.2059946 = sum of:
      5.2059946 = weight(author_txt:savoy in 7292) [ClassicSimilarity], result of:
        5.2059946 = fieldWeight in 7292, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          8.329592 = idf(docFreq=28, maxDocs=44218)
          0.625 = fieldNorm(doc=7292)
    
  4. Savoy, J.: Bayesian inference networks and spreading activation in hypertext systems (1992) 5.21
    5.2059946 = sum of:
      5.2059946 = weight(author_txt:savoy in 192) [ClassicSimilarity], result of:
        5.2059946 = fieldWeight in 192, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          8.329592 = idf(docFreq=28, maxDocs=44218)
          0.625 = fieldNorm(doc=192)
    
  5. Savoy, J.: Searching information in legal hypertext systems (1993/94) 5.21
    5.2059946 = sum of:
      5.2059946 = weight(author_txt:savoy in 757) [ClassicSimilarity], result of:
        5.2059946 = fieldWeight in 757, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          8.329592 = idf(docFreq=28, maxDocs=44218)
          0.625 = fieldNorm(doc=757)
    

Similar documents (content)

  1. Dolamic, L.; Savoy, J.: Retrieval effectiveness of machine translated queries (2010) 0.41
    0.4127258 = sum of:
      0.4127258 = product of:
        0.9380132 = sum of:
          0.07324255 = weight(abstract_txt:french in 4102) [ClassicSimilarity], result of:
            0.07324255 = score(doc=4102,freq=1.0), product of:
              0.14523382 = queryWeight, product of:
                6.45514 = idf(docFreq=188, maxDocs=44218)
                0.022498943 = queryNorm
              0.5043078 = fieldWeight in 4102, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.45514 = idf(docFreq=188, maxDocs=44218)
                0.078125 = fieldNorm(doc=4102)
          0.03232274 = weight(abstract_txt:retrieval in 4102) [ClassicSimilarity], result of:
            0.03232274 = score(doc=4102,freq=2.0), product of:
              0.08418426 = queryWeight, product of:
                1.0767045 = boost
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.022498943 = queryNorm
              0.38395226 = fieldWeight in 4102, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.078125 = fieldNorm(doc=4102)
          0.03769999 = weight(abstract_txt:search in 4102) [ClassicSimilarity], result of:
            0.03769999 = score(doc=4102,freq=2.0), product of:
              0.09327952 = queryWeight, product of:
                1.1333766 = boost
                3.6580524 = idf(docFreq=3098, maxDocs=44218)
                0.022498943 = queryNorm
              0.4041615 = fieldWeight in 4102, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.6580524 = idf(docFreq=3098, maxDocs=44218)
                0.078125 = fieldNorm(doc=4102)
          0.079668336 = weight(abstract_txt:language in 4102) [ClassicSimilarity], result of:
            0.079668336 = score(doc=4102,freq=4.0), product of:
              0.12191935 = queryWeight, product of:
                1.2957387 = boost
                4.1820874 = idf(docFreq=1834, maxDocs=44218)
                0.022498943 = queryNorm
              0.65345114 = fieldWeight in 4102, 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=4102)
          0.06091935 = weight(abstract_txt:document in 4102) [ClassicSimilarity], result of:
            0.06091935 = score(doc=4102,freq=2.0), product of:
              0.12844847 = queryWeight, product of:
                1.3299814 = boost
                4.2926083 = idf(docFreq=1642, maxDocs=44218)
                0.022498943 = queryNorm
              0.4742707 = fieldWeight in 4102, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.2926083 = idf(docFreq=1642, maxDocs=44218)
                0.078125 = fieldNorm(doc=4102)
          0.06532626 = weight(abstract_txt:various in 4102) [ClassicSimilarity], result of:
            0.06532626 = score(doc=4102,freq=2.0), product of:
              0.13457075 = queryWeight, product of:
                1.3613081 = boost
                4.3937173 = idf(docFreq=1484, maxDocs=44218)
                0.022498943 = queryNorm
              0.48544174 = fieldWeight in 4102, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.3937173 = idf(docFreq=1484, maxDocs=44218)
                0.078125 = fieldNorm(doc=4102)
          0.10755262 = weight(abstract_txt:languages in 4102) [ClassicSimilarity], result of:
            0.10755262 = score(doc=4102,freq=2.0), product of:
              0.18763167 = queryWeight, product of:
                1.6074377 = boost
                5.188118 = idf(docFreq=670, maxDocs=44218)
                0.022498943 = queryNorm
              0.57321143 = fieldWeight in 4102, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.188118 = idf(docFreq=670, maxDocs=44218)
                0.078125 = fieldNorm(doc=4102)
          0.04023167 = weight(abstract_txt:different in 4102) [ClassicSimilarity], result of:
            0.04023167 = score(doc=4102,freq=1.0), product of:
              0.14048974 = queryWeight, product of:
                1.7035271 = boost
                3.6655018 = idf(docFreq=3075, maxDocs=44218)
                0.022498943 = queryNorm
              0.28636733 = fieldWeight in 4102, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.6655018 = idf(docFreq=3075, maxDocs=44218)
                0.078125 = fieldNorm(doc=4102)
          0.13340881 = weight(abstract_txt:english in 4102) [ClassicSimilarity], result of:
            0.13340881 = score(doc=4102,freq=2.0), product of:
              0.21661165 = queryWeight, product of:
                1.727118 = boost
                5.574394 = idf(docFreq=455, maxDocs=44218)
                0.022498943 = queryNorm
              0.6158894 = fieldWeight in 4102, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.574394 = idf(docFreq=455, maxDocs=44218)
                0.078125 = fieldNorm(doc=4102)
          0.084478766 = weight(abstract_txt:collections in 4102) [ClassicSimilarity], result of:
            0.084478766 = score(doc=4102,freq=1.0), product of:
              0.23037265 = queryWeight, product of:
                2.1814346 = boost
                4.693822 = idf(docFreq=1099, maxDocs=44218)
                0.022498943 = queryNorm
              0.36670482 = fieldWeight in 4102, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.693822 = idf(docFreq=1099, maxDocs=44218)
                0.078125 = fieldNorm(doc=4102)
          0.2231622 = weight(abstract_txt:written in 4102) [ClassicSimilarity], result of:
            0.2231622 = score(doc=4102,freq=2.0), product of:
              0.34941077 = queryWeight, product of:
                2.6865497 = boost
                5.780685 = idf(docFreq=370, maxDocs=44218)
                0.022498943 = queryNorm
              0.63868153 = fieldWeight in 4102, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.780685 = idf(docFreq=370, maxDocs=44218)
                0.078125 = fieldNorm(doc=4102)
        0.44 = coord(11/25)
    
  2. Kishida, K.: Term disambiguation techniques based on target document collection for cross-language information retrieval : an empirical comparison of performance between techniques (2007) 0.41
    0.40790337 = sum of:
      0.40790337 = product of:
        0.84979874 = sum of:
          0.058594044 = weight(abstract_txt:french in 897) [ClassicSimilarity], result of:
            0.058594044 = score(doc=897,freq=1.0), product of:
              0.14523382 = queryWeight, product of:
                6.45514 = idf(docFreq=188, maxDocs=44218)
                0.022498943 = queryNorm
              0.40344626 = fieldWeight in 897, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.45514 = idf(docFreq=188, maxDocs=44218)
                0.0625 = fieldNorm(doc=897)
          0.018284502 = weight(abstract_txt:retrieval in 897) [ClassicSimilarity], result of:
            0.018284502 = score(doc=897,freq=1.0), product of:
              0.08418426 = queryWeight, product of:
                1.0767045 = boost
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.022498943 = queryNorm
              0.21719621 = fieldWeight in 897, 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=897)
          0.16093484 = weight(abstract_txt:italian in 897) [ClassicSimilarity], result of:
            0.16093484 = score(doc=897,freq=4.0), product of:
              0.17943707 = queryWeight, product of:
                1.1115326 = boost
                7.1750984 = idf(docFreq=91, maxDocs=44218)
                0.022498943 = queryNorm
              0.8968873 = fieldWeight in 897, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                7.1750984 = idf(docFreq=91, maxDocs=44218)
                0.0625 = fieldNorm(doc=897)
          0.021326335 = weight(abstract_txt:search in 897) [ClassicSimilarity], result of:
            0.021326335 = score(doc=897,freq=1.0), product of:
              0.09327952 = queryWeight, product of:
                1.1333766 = boost
                3.6580524 = idf(docFreq=3098, maxDocs=44218)
                0.022498943 = queryNorm
              0.22862828 = fieldWeight in 897, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.6580524 = idf(docFreq=3098, maxDocs=44218)
                0.0625 = fieldNorm(doc=897)
          0.04506722 = weight(abstract_txt:language in 897) [ClassicSimilarity], result of:
            0.04506722 = score(doc=897,freq=2.0), product of:
              0.12191935 = queryWeight, product of:
                1.2957387 = boost
                4.1820874 = idf(docFreq=1834, maxDocs=44218)
                0.022498943 = queryNorm
              0.3696478 = fieldWeight in 897, 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=897)
          0.034461185 = weight(abstract_txt:document in 897) [ClassicSimilarity], result of:
            0.034461185 = score(doc=897,freq=1.0), product of:
              0.12844847 = queryWeight, product of:
                1.3299814 = boost
                4.2926083 = idf(docFreq=1642, maxDocs=44218)
                0.022498943 = queryNorm
              0.26828802 = fieldWeight in 897, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.2926083 = idf(docFreq=1642, maxDocs=44218)
                0.0625 = fieldNorm(doc=897)
          0.19635046 = weight(abstract_txt:clef in 897) [ClassicSimilarity], result of:
            0.19635046 = score(doc=897,freq=2.0), product of:
              0.25813293 = queryWeight, product of:
                1.333177 = boost
                8.6058445 = idf(docFreq=21, maxDocs=44218)
                0.022498943 = queryNorm
              0.76065636 = fieldWeight in 897, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.6058445 = idf(docFreq=21, maxDocs=44218)
                0.0625 = fieldNorm(doc=897)
          0.036954112 = weight(abstract_txt:various in 897) [ClassicSimilarity], result of:
            0.036954112 = score(doc=897,freq=1.0), product of:
              0.13457075 = queryWeight, product of:
                1.3613081 = boost
                4.3937173 = idf(docFreq=1484, maxDocs=44218)
                0.022498943 = queryNorm
              0.27460733 = fieldWeight in 897, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.3937173 = idf(docFreq=1484, maxDocs=44218)
                0.0625 = fieldNorm(doc=897)
          0.04734435 = weight(abstract_txt:based in 897) [ClassicSimilarity], result of:
            0.04734435 = score(doc=897,freq=5.0), product of:
              0.10626608 = queryWeight, product of:
                1.4815764 = boost
                3.1879277 = idf(docFreq=4958, maxDocs=44218)
                0.022498943 = queryNorm
              0.44552645 = fieldWeight in 897, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                3.1879277 = idf(docFreq=4958, maxDocs=44218)
                0.0625 = fieldNorm(doc=897)
          0.03218534 = weight(abstract_txt:different in 897) [ClassicSimilarity], result of:
            0.03218534 = score(doc=897,freq=1.0), product of:
              0.14048974 = queryWeight, product of:
                1.7035271 = boost
                3.6655018 = idf(docFreq=3075, maxDocs=44218)
                0.022498943 = queryNorm
              0.22909386 = fieldWeight in 897, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.6655018 = idf(docFreq=3075, maxDocs=44218)
                0.0625 = fieldNorm(doc=897)
          0.13071342 = weight(abstract_txt:english in 897) [ClassicSimilarity], result of:
            0.13071342 = score(doc=897,freq=3.0), product of:
              0.21661165 = queryWeight, product of:
                1.727118 = boost
                5.574394 = idf(docFreq=455, maxDocs=44218)
                0.022498943 = queryNorm
              0.6034459 = fieldWeight in 897, 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=897)
          0.06758301 = weight(abstract_txt:collections in 897) [ClassicSimilarity], result of:
            0.06758301 = score(doc=897,freq=1.0), product of:
              0.23037265 = queryWeight, product of:
                2.1814346 = boost
                4.693822 = idf(docFreq=1099, maxDocs=44218)
                0.022498943 = queryNorm
              0.29336387 = fieldWeight in 897, 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=897)
        0.48 = coord(12/25)
    
  3. Dadashkarimia, J.; Shakery, A.; Failia, H.; Zamani, H.: ¬An expectation-maximization algorithm for query translation based on pseudo-relevant documents (2017) 0.28
    0.28430164 = sum of:
      0.28430164 = product of:
        0.6461401 = sum of:
          0.05126979 = weight(abstract_txt:french in 3296) [ClassicSimilarity], result of:
            0.05126979 = score(doc=3296,freq=1.0), product of:
              0.14523382 = queryWeight, product of:
                6.45514 = idf(docFreq=188, maxDocs=44218)
                0.022498943 = queryNorm
              0.35301548 = fieldWeight in 3296, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.45514 = idf(docFreq=188, maxDocs=44218)
                0.0546875 = fieldNorm(doc=3296)
          0.022625916 = weight(abstract_txt:retrieval in 3296) [ClassicSimilarity], result of:
            0.022625916 = score(doc=3296,freq=2.0), product of:
              0.08418426 = queryWeight, product of:
                1.0767045 = boost
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.022498943 = queryNorm
              0.26876658 = fieldWeight in 3296, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.0546875 = fieldNorm(doc=3296)
          0.09341655 = weight(abstract_txt:corpora in 3296) [ClassicSimilarity], result of:
            0.09341655 = score(doc=3296,freq=2.0), product of:
              0.17196207 = queryWeight, product of:
                1.0881342 = boost
                7.0240583 = idf(docFreq=106, maxDocs=44218)
                0.022498943 = queryNorm
              0.5432393 = fieldWeight in 3296, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                7.0240583 = idf(docFreq=106, maxDocs=44218)
                0.0546875 = fieldNorm(doc=3296)
          0.055767838 = weight(abstract_txt:language in 3296) [ClassicSimilarity], result of:
            0.055767838 = score(doc=3296,freq=4.0), product of:
              0.12191935 = queryWeight, product of:
                1.2957387 = boost
                4.1820874 = idf(docFreq=1834, maxDocs=44218)
                0.022498943 = queryNorm
              0.45741582 = fieldWeight in 3296, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                4.1820874 = idf(docFreq=1834, maxDocs=44218)
                0.0546875 = fieldNorm(doc=3296)
          0.12148566 = weight(abstract_txt:clef in 3296) [ClassicSimilarity], result of:
            0.12148566 = score(doc=3296,freq=1.0), product of:
              0.25813293 = queryWeight, product of:
                1.333177 = boost
                8.6058445 = idf(docFreq=21, maxDocs=44218)
                0.022498943 = queryNorm
              0.47063214 = fieldWeight in 3296, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.6058445 = idf(docFreq=21, maxDocs=44218)
                0.0546875 = fieldNorm(doc=3296)
          0.03233485 = weight(abstract_txt:various in 3296) [ClassicSimilarity], result of:
            0.03233485 = score(doc=3296,freq=1.0), product of:
              0.13457075 = queryWeight, product of:
                1.3613081 = boost
                4.3937173 = idf(docFreq=1484, maxDocs=44218)
                0.022498943 = queryNorm
              0.24028142 = fieldWeight in 3296, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.3937173 = idf(docFreq=1484, maxDocs=44218)
                0.0546875 = fieldNorm(doc=3296)
          0.03208868 = weight(abstract_txt:based in 3296) [ClassicSimilarity], result of:
            0.03208868 = score(doc=3296,freq=3.0), product of:
              0.10626608 = queryWeight, product of:
                1.4815764 = boost
                3.1879277 = idf(docFreq=4958, maxDocs=44218)
                0.022498943 = queryNorm
              0.3019654 = fieldWeight in 3296, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.1879277 = idf(docFreq=4958, maxDocs=44218)
                0.0546875 = fieldNorm(doc=3296)
          0.053235833 = weight(abstract_txt:languages in 3296) [ClassicSimilarity], result of:
            0.053235833 = score(doc=3296,freq=1.0), product of:
              0.18763167 = queryWeight, product of:
                1.6074377 = boost
                5.188118 = idf(docFreq=670, maxDocs=44218)
                0.022498943 = queryNorm
              0.2837252 = fieldWeight in 3296, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.188118 = idf(docFreq=670, maxDocs=44218)
                0.0546875 = fieldNorm(doc=3296)
          0.053327773 = weight(abstract_txt:four in 3296) [ClassicSimilarity], result of:
            0.053327773 = score(doc=3296,freq=1.0), product of:
              0.18784763 = queryWeight, product of:
                1.6083626 = boost
                5.191103 = idf(docFreq=668, maxDocs=44218)
                0.022498943 = queryNorm
              0.28388846 = fieldWeight in 3296, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.191103 = idf(docFreq=668, maxDocs=44218)
                0.0546875 = fieldNorm(doc=3296)
          0.02816217 = weight(abstract_txt:different in 3296) [ClassicSimilarity], result of:
            0.02816217 = score(doc=3296,freq=1.0), product of:
              0.14048974 = queryWeight, product of:
                1.7035271 = boost
                3.6655018 = idf(docFreq=3075, maxDocs=44218)
                0.022498943 = queryNorm
              0.20045713 = fieldWeight in 3296, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.6655018 = idf(docFreq=3075, maxDocs=44218)
                0.0546875 = fieldNorm(doc=3296)
          0.10242507 = weight(abstract_txt:collections in 3296) [ClassicSimilarity], result of:
            0.10242507 = score(doc=3296,freq=3.0), product of:
              0.23037265 = queryWeight, product of:
                2.1814346 = boost
                4.693822 = idf(docFreq=1099, maxDocs=44218)
                0.022498943 = queryNorm
              0.444606 = fieldWeight in 3296, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.693822 = idf(docFreq=1099, maxDocs=44218)
                0.0546875 = fieldNorm(doc=3296)
        0.44 = coord(11/25)
    
  4. Talvensaari, T.; Laurikkala, J.; Järvelin, K.; Juhola, M.: ¬A study on automatic creation of a comparable document collection in cross-language information retrieval (2006) 0.26
    0.25611869 = sum of:
      0.25611869 = product of:
        0.6402967 = sum of:
          0.018284502 = weight(abstract_txt:retrieval in 5601) [ClassicSimilarity], result of:
            0.018284502 = score(doc=5601,freq=1.0), product of:
              0.08418426 = queryWeight, product of:
                1.0767045 = boost
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.022498943 = queryNorm
              0.21719621 = fieldWeight in 5601, 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=5601)
          0.106761776 = weight(abstract_txt:corpora in 5601) [ClassicSimilarity], result of:
            0.106761776 = score(doc=5601,freq=2.0), product of:
              0.17196207 = queryWeight, product of:
                1.0881342 = boost
                7.0240583 = idf(docFreq=106, maxDocs=44218)
                0.022498943 = queryNorm
              0.6208449 = fieldWeight in 5601, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                7.0240583 = idf(docFreq=106, maxDocs=44218)
                0.0625 = fieldNorm(doc=5601)
          0.031867336 = weight(abstract_txt:language in 5601) [ClassicSimilarity], result of:
            0.031867336 = score(doc=5601,freq=1.0), product of:
              0.12191935 = queryWeight, product of:
                1.2957387 = boost
                4.1820874 = idf(docFreq=1834, maxDocs=44218)
                0.022498943 = queryNorm
              0.26138046 = fieldWeight in 5601, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.1820874 = idf(docFreq=1834, maxDocs=44218)
                0.0625 = fieldNorm(doc=5601)
          0.077057555 = weight(abstract_txt:document in 5601) [ClassicSimilarity], result of:
            0.077057555 = score(doc=5601,freq=5.0), product of:
              0.12844847 = queryWeight, product of:
                1.3299814 = boost
                4.2926083 = idf(docFreq=1642, maxDocs=44218)
                0.022498943 = queryNorm
              0.59991026 = fieldWeight in 5601, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                4.2926083 = idf(docFreq=1642, maxDocs=44218)
                0.0625 = fieldNorm(doc=5601)
          0.036954112 = weight(abstract_txt:various in 5601) [ClassicSimilarity], result of:
            0.036954112 = score(doc=5601,freq=1.0), product of:
              0.13457075 = queryWeight, product of:
                1.3613081 = boost
                4.3937173 = idf(docFreq=1484, maxDocs=44218)
                0.022498943 = queryNorm
              0.27460733 = fieldWeight in 5601, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.3937173 = idf(docFreq=1484, maxDocs=44218)
                0.0625 = fieldNorm(doc=5601)
          0.021173038 = weight(abstract_txt:based in 5601) [ClassicSimilarity], result of:
            0.021173038 = score(doc=5601,freq=1.0), product of:
              0.10626608 = queryWeight, product of:
                1.4815764 = boost
                3.1879277 = idf(docFreq=4958, maxDocs=44218)
                0.022498943 = queryNorm
              0.19924548 = fieldWeight in 5601, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.1879277 = idf(docFreq=4958, maxDocs=44218)
                0.0625 = fieldNorm(doc=5601)
          0.10537962 = weight(abstract_txt:languages in 5601) [ClassicSimilarity], result of:
            0.10537962 = score(doc=5601,freq=3.0), product of:
              0.18763167 = queryWeight, product of:
                1.6074377 = boost
                5.188118 = idf(docFreq=670, maxDocs=44218)
                0.022498943 = queryNorm
              0.56163025 = fieldWeight in 5601, 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=5601)
          0.03218534 = weight(abstract_txt:different in 5601) [ClassicSimilarity], result of:
            0.03218534 = score(doc=5601,freq=1.0), product of:
              0.14048974 = queryWeight, product of:
                1.7035271 = boost
                3.6655018 = idf(docFreq=3075, maxDocs=44218)
                0.022498943 = queryNorm
              0.22909386 = fieldWeight in 5601, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.6655018 = idf(docFreq=3075, maxDocs=44218)
                0.0625 = fieldNorm(doc=5601)
          0.07546742 = weight(abstract_txt:english in 5601) [ClassicSimilarity], result of:
            0.07546742 = score(doc=5601,freq=1.0), product of:
              0.21661165 = queryWeight, product of:
                1.727118 = boost
                5.574394 = idf(docFreq=455, maxDocs=44218)
                0.022498943 = queryNorm
              0.34839964 = fieldWeight in 5601, 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=5601)
          0.13516602 = weight(abstract_txt:collections in 5601) [ClassicSimilarity], result of:
            0.13516602 = score(doc=5601,freq=4.0), product of:
              0.23037265 = queryWeight, product of:
                2.1814346 = boost
                4.693822 = idf(docFreq=1099, maxDocs=44218)
                0.022498943 = queryNorm
              0.58672774 = fieldWeight in 5601, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                4.693822 = idf(docFreq=1099, maxDocs=44218)
                0.0625 = fieldNorm(doc=5601)
        0.4 = coord(10/25)
    
  5. Li, K.W.; Yang, C.C.: Automatic crosslingual thesaurus generated from the Hong Kong SAR Police Department Web Corpus for Crime Analysis (2005) 0.25
    0.24718967 = sum of:
      0.24718967 = product of:
        0.61797416 = sum of:
          0.030664042 = weight(abstract_txt:retrieval in 3391) [ClassicSimilarity], result of:
            0.030664042 = score(doc=3391,freq=5.0), product of:
              0.08418426 = queryWeight, product of:
                1.0767045 = boost
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.022498943 = queryNorm
              0.3642491 = fieldWeight in 3391, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                3.4751394 = idf(docFreq=3720, maxDocs=44218)
                0.046875 = fieldNorm(doc=3391)
          0.056618977 = weight(abstract_txt:corpora in 3391) [ClassicSimilarity], result of:
            0.056618977 = score(doc=3391,freq=1.0), product of:
              0.17196207 = queryWeight, product of:
                1.0881342 = boost
                7.0240583 = idf(docFreq=106, maxDocs=44218)
                0.022498943 = queryNorm
              0.32925272 = fieldWeight in 3391, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.0240583 = idf(docFreq=106, maxDocs=44218)
                0.046875 = fieldNorm(doc=3391)
          0.023900503 = weight(abstract_txt:language in 3391) [ClassicSimilarity], result of:
            0.023900503 = score(doc=3391,freq=1.0), product of:
              0.12191935 = queryWeight, product of:
                1.2957387 = boost
                4.1820874 = idf(docFreq=1834, maxDocs=44218)
                0.022498943 = queryNorm
              0.19603536 = fieldWeight in 3391, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.1820874 = idf(docFreq=1834, maxDocs=44218)
                0.046875 = fieldNorm(doc=3391)
          0.025845889 = weight(abstract_txt:document in 3391) [ClassicSimilarity], result of:
            0.025845889 = score(doc=3391,freq=1.0), product of:
              0.12844847 = queryWeight, product of:
                1.3299814 = boost
                4.2926083 = idf(docFreq=1642, maxDocs=44218)
                0.022498943 = queryNorm
              0.20121601 = fieldWeight in 3391, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.2926083 = idf(docFreq=1642, maxDocs=44218)
                0.046875 = fieldNorm(doc=3391)
          0.027504582 = weight(abstract_txt:based in 3391) [ClassicSimilarity], result of:
            0.027504582 = score(doc=3391,freq=3.0), product of:
              0.10626608 = queryWeight, product of:
                1.4815764 = boost
                3.1879277 = idf(docFreq=4958, maxDocs=44218)
                0.022498943 = queryNorm
              0.25882748 = fieldWeight in 3391, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.1879277 = idf(docFreq=4958, maxDocs=44218)
                0.046875 = fieldNorm(doc=3391)
          0.05691711 = weight(abstract_txt:much in 3391) [ClassicSimilarity], result of:
            0.05691711 = score(doc=3391,freq=2.0), product of:
              0.17256519 = queryWeight, product of:
                1.5415503 = boost
                4.9754615 = idf(docFreq=829, maxDocs=44218)
                0.022498943 = queryNorm
              0.3298296 = fieldWeight in 3391, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.9754615 = idf(docFreq=829, maxDocs=44218)
                0.046875 = fieldNorm(doc=3391)
          0.12906314 = weight(abstract_txt:languages in 3391) [ClassicSimilarity], result of:
            0.12906314 = score(doc=3391,freq=8.0), product of:
              0.18763167 = queryWeight, product of:
                1.6074377 = boost
                5.188118 = idf(docFreq=670, maxDocs=44218)
                0.022498943 = queryNorm
              0.68785375 = fieldWeight in 3391, product of:
                2.828427 = tf(freq=8.0), with freq of:
                  8.0 = termFreq=8.0
                5.188118 = idf(docFreq=670, maxDocs=44218)
                0.046875 = fieldNorm(doc=3391)
          0.034137703 = weight(abstract_txt:different in 3391) [ClassicSimilarity], result of:
            0.034137703 = score(doc=3391,freq=2.0), product of:
              0.14048974 = queryWeight, product of:
                1.7035271 = boost
                3.6655018 = idf(docFreq=3075, maxDocs=44218)
                0.022498943 = queryNorm
              0.24299073 = fieldWeight in 3391, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.6655018 = idf(docFreq=3075, maxDocs=44218)
                0.046875 = fieldNorm(doc=3391)
          0.1386425 = weight(abstract_txt:english in 3391) [ClassicSimilarity], result of:
            0.1386425 = score(doc=3391,freq=6.0), product of:
              0.21661165 = queryWeight, product of:
                1.727118 = boost
                5.574394 = idf(docFreq=455, maxDocs=44218)
                0.022498943 = queryNorm
              0.640051 = fieldWeight in 3391, product of:
                2.4494898 = tf(freq=6.0), with freq of:
                  6.0 = termFreq=6.0
                5.574394 = idf(docFreq=455, maxDocs=44218)
                0.046875 = fieldNorm(doc=3391)
          0.0946797 = weight(abstract_txt:written in 3391) [ClassicSimilarity], result of:
            0.0946797 = score(doc=3391,freq=1.0), product of:
              0.34941077 = queryWeight, product of:
                2.6865497 = boost
                5.780685 = idf(docFreq=370, maxDocs=44218)
                0.022498943 = queryNorm
              0.2709696 = fieldWeight in 3391, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.780685 = idf(docFreq=370, maxDocs=44218)
                0.046875 = fieldNorm(doc=3391)
        0.4 = coord(10/25)