Document (#35583)

Author
Yang, C.C.
Lin, J.
Wei, C.-P.
Title
Retaining knowledge for document management : category-tree integration by exploiting category relationships and hierarchical structures
Source
Journal of the American Society for Information Science and Technology. 61(2010) no.7, S.1313-1331
Year
2010
Abstract
The category-tree document-classification structure is widely used by enterprises and information providers to organize, archive, and access documents for effective knowledge management. However, category trees from various sources use different hierarchical structures, which usually make mappings between categories in different category trees difficult. In this work, we propose a category-tree integration technique. We develop a method to learn the relationships between any two categories and develop operations such as mapping, splitting, and insertion for this integration. According to the parent-child relationship of the integrating categories, the developed decision rules use integration operations to integrate categories from the source category tree with those from the master category tree. A unified category tree can accumulate knowledge from multiple resources without forfeiting the knowledge in individual category trees. Experiments have been conducted to measure the performance of the integration operations and the accuracy of the integrated category trees. The proposed category-tree integration technique achieves greater than 80% integration accuracy, and the insert operation is the most frequently utilized, followed by map and split. The insert operation achieves 77% of F1 while the map and split operations achieves 86% and 29% of F1, respectively.

Similar documents (author)

  1. Yang, S.C.: ¬An interpretive and situated approach to an evaluation of Perseus digital libraries (2001) 4.54
    4.536397 = sum of:
      4.536397 = weight(author_txt:yang in 934) [ClassicSimilarity], result of:
        4.536397 = fieldWeight in 934, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          7.258235 = idf(docFreq=80, maxDocs=42306)
          0.625 = fieldNorm(doc=934)
    
  2. Yang, K.: Information retrieval on the Web (2004) 4.54
    4.536397 = sum of:
      4.536397 = weight(author_txt:yang in 279) [ClassicSimilarity], result of:
        4.536397 = fieldWeight in 279, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          7.258235 = idf(docFreq=80, maxDocs=42306)
          0.625 = fieldNorm(doc=279)
    
  3. Yang, C.C.: Content-based image retrievaI : a comparison between query by example and image browsing map approaches (2005) 4.54
    4.536397 = sum of:
      4.536397 = weight(author_txt:yang in 650) [ClassicSimilarity], result of:
        4.536397 = fieldWeight in 650, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          7.258235 = idf(docFreq=80, maxDocs=42306)
          0.625 = fieldNorm(doc=650)
    
  4. Salton, G.; Yang, C.S.: On the specification of term values in automatic indexing (1973) 3.63
    3.6291175 = sum of:
      3.6291175 = weight(author_txt:yang in 5476) [ClassicSimilarity], result of:
        3.6291175 = fieldWeight in 5476, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          7.258235 = idf(docFreq=80, maxDocs=42306)
          0.5 = fieldNorm(doc=5476)
    
  5. Yang, Y.; Chute, C.G.A.: ¬A schematic analysis of the Unified Medical Language System (1992) 3.63
    3.6291175 = sum of:
      3.6291175 = weight(author_txt:yang in 6445) [ClassicSimilarity], result of:
        3.6291175 = fieldWeight in 6445, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          7.258235 = idf(docFreq=80, maxDocs=42306)
          0.5 = fieldNorm(doc=6445)
    

Similar documents (content)

  1. Choi, B.; Peng, X.: Dynamic and hierarchical classification of Web pages (2004) 0.32
    0.32037795 = sum of:
      0.32037795 = product of:
        1.0011811 = sum of:
          0.049222294 = weight(abstract_txt:technique in 375) [ClassicSimilarity], result of:
            0.049222294 = score(doc=375,freq=2.0), product of:
              0.0797795 = queryWeight, product of:
                1.3422925 = boost
                5.5842586 = idf(docFreq=431, maxDocs=42306)
                0.0106433565 = queryNorm
              0.61697924 = fieldWeight in 375, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.5842586 = idf(docFreq=431, maxDocs=42306)
                0.078125 = fieldNorm(doc=375)
          0.012368468 = weight(abstract_txt:from in 375) [ClassicSimilarity], result of:
            0.012368468 = score(doc=375,freq=2.0), product of:
              0.04002555 = queryWeight, product of:
                1.3445754 = boost
                2.796878 = idf(docFreq=7014, maxDocs=42306)
                0.0106433565 = queryNorm
              0.3090143 = fieldWeight in 375, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.796878 = idf(docFreq=7014, maxDocs=42306)
                0.078125 = fieldNorm(doc=375)
          0.038161807 = weight(abstract_txt:hierarchical in 375) [ClassicSimilarity], result of:
            0.038161807 = score(doc=375,freq=1.0), product of:
              0.08482932 = queryWeight, product of:
                1.3841225 = boost
                5.758281 = idf(docFreq=362, maxDocs=42306)
                0.0106433565 = queryNorm
              0.44986573 = fieldWeight in 375, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.758281 = idf(docFreq=362, maxDocs=42306)
                0.078125 = fieldNorm(doc=375)
          0.04371546 = weight(abstract_txt:accuracy in 375) [ClassicSimilarity], result of:
            0.04371546 = score(doc=375,freq=1.0), product of:
              0.0928717 = queryWeight, product of:
                1.448249 = boost
                6.025063 = idf(docFreq=277, maxDocs=42306)
                0.0106433565 = queryNorm
              0.47070804 = fieldWeight in 375, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.025063 = idf(docFreq=277, maxDocs=42306)
                0.078125 = fieldNorm(doc=375)
          0.112969585 = weight(abstract_txt:categories in 375) [ClassicSimilarity], result of:
            0.112969585 = score(doc=375,freq=4.0), product of:
              0.13881117 = queryWeight, product of:
                2.5039678 = boost
                5.208553 = idf(docFreq=628, maxDocs=42306)
                0.0106433565 = queryNorm
              0.8138364 = fieldWeight in 375, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                5.208553 = idf(docFreq=628, maxDocs=42306)
                0.078125 = fieldNorm(doc=375)
          0.12696476 = weight(abstract_txt:achieves in 375) [ClassicSimilarity], result of:
            0.12696476 = score(doc=375,freq=1.0), product of:
              0.21641098 = queryWeight, product of:
                2.7076142 = boost
                7.5095496 = idf(docFreq=62, maxDocs=42306)
                0.0106433565 = queryNorm
              0.5866836 = fieldWeight in 375, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.5095496 = idf(docFreq=62, maxDocs=42306)
                0.078125 = fieldNorm(doc=375)
          0.3177977 = weight(abstract_txt:tree in 375) [ClassicSimilarity], result of:
            0.3177977 = score(doc=375,freq=2.0), product of:
              0.41999093 = queryWeight, product of:
                5.7617645 = boost
                6.8486633 = idf(docFreq=121, maxDocs=42306)
                0.0106433565 = queryNorm
              0.7566775 = fieldWeight in 375, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.8486633 = idf(docFreq=121, maxDocs=42306)
                0.078125 = fieldNorm(doc=375)
          0.29998118 = weight(abstract_txt:category in 375) [ClassicSimilarity], result of:
            0.29998118 = score(doc=375,freq=1.0), product of:
              0.60940564 = queryWeight, product of:
                9.087206 = boost
                6.300826 = idf(docFreq=210, maxDocs=42306)
                0.0106433565 = queryNorm
              0.49225205 = fieldWeight in 375, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.300826 = idf(docFreq=210, maxDocs=42306)
                0.078125 = fieldNorm(doc=375)
        0.32 = coord(8/25)
    
  2. Liu, R.-L.: Context recognition for hierarchical text classification (2009) 0.25
    0.24500968 = sum of:
      0.24500968 = product of:
        0.8750346 = sum of:
          0.015325971 = weight(abstract_txt:management in 580) [ClassicSimilarity], result of:
            0.015325971 = score(doc=580,freq=1.0), product of:
              0.046175547 = queryWeight, product of:
                1.0211923 = boost
                4.248405 = idf(docFreq=1642, maxDocs=42306)
                0.0106433565 = queryNorm
              0.33190665 = fieldWeight in 580, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.248405 = idf(docFreq=1642, maxDocs=42306)
                0.078125 = fieldNorm(doc=580)
          0.022150649 = weight(abstract_txt:document in 580) [ClassicSimilarity], result of:
            0.022150649 = score(doc=580,freq=2.0), product of:
              0.046849795 = queryWeight, product of:
                1.028621 = boost
                4.2793097 = idf(docFreq=1592, maxDocs=42306)
                0.0106433565 = queryNorm
              0.4728014 = fieldWeight in 580, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.2793097 = idf(docFreq=1592, maxDocs=42306)
                0.078125 = fieldNorm(doc=580)
          0.034805417 = weight(abstract_txt:technique in 580) [ClassicSimilarity], result of:
            0.034805417 = score(doc=580,freq=1.0), product of:
              0.0797795 = queryWeight, product of:
                1.3422925 = boost
                5.5842586 = idf(docFreq=431, maxDocs=42306)
                0.0106433565 = queryNorm
              0.4362702 = fieldWeight in 580, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.5842586 = idf(docFreq=431, maxDocs=42306)
                0.078125 = fieldNorm(doc=580)
          0.07632361 = weight(abstract_txt:hierarchical in 580) [ClassicSimilarity], result of:
            0.07632361 = score(doc=580,freq=4.0), product of:
              0.08482932 = queryWeight, product of:
                1.3841225 = boost
                5.758281 = idf(docFreq=362, maxDocs=42306)
                0.0106433565 = queryNorm
              0.89973146 = fieldWeight in 580, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                5.758281 = idf(docFreq=362, maxDocs=42306)
                0.078125 = fieldNorm(doc=580)
          0.07988156 = weight(abstract_txt:categories in 580) [ClassicSimilarity], result of:
            0.07988156 = score(doc=580,freq=2.0), product of:
              0.13881117 = queryWeight, product of:
                2.5039678 = boost
                5.208553 = idf(docFreq=628, maxDocs=42306)
                0.0106433565 = queryNorm
              0.5754692 = fieldWeight in 580, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.208553 = idf(docFreq=628, maxDocs=42306)
                0.078125 = fieldNorm(doc=580)
          0.12696476 = weight(abstract_txt:achieves in 580) [ClassicSimilarity], result of:
            0.12696476 = score(doc=580,freq=1.0), product of:
              0.21641098 = queryWeight, product of:
                2.7076142 = boost
                7.5095496 = idf(docFreq=62, maxDocs=42306)
                0.0106433565 = queryNorm
              0.5866836 = fieldWeight in 580, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.5095496 = idf(docFreq=62, maxDocs=42306)
                0.078125 = fieldNorm(doc=580)
          0.5195826 = weight(abstract_txt:category in 580) [ClassicSimilarity], result of:
            0.5195826 = score(doc=580,freq=3.0), product of:
              0.60940564 = queryWeight, product of:
                9.087206 = boost
                6.300826 = idf(docFreq=210, maxDocs=42306)
                0.0106433565 = queryNorm
              0.8526056 = fieldWeight in 580, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                6.300826 = idf(docFreq=210, maxDocs=42306)
                0.078125 = fieldNorm(doc=580)
        0.28 = coord(7/25)
    
  3. Lee, Y.-H.; Wei, C.-P.; Hu, P.J.-H.: ¬An ontology-based technique for preserving user preferences in document-category evolutions (2011) 0.19
    0.18794471 = sum of:
      0.18794471 = product of:
        0.783103 = sum of:
          0.031010909 = weight(abstract_txt:document in 1354) [ClassicSimilarity], result of:
            0.031010909 = score(doc=1354,freq=8.0), product of:
              0.046849795 = queryWeight, product of:
                1.028621 = boost
                4.2793097 = idf(docFreq=1592, maxDocs=42306)
                0.0106433565 = queryNorm
              0.661922 = fieldWeight in 1354, product of:
                2.828427 = tf(freq=8.0), with freq of:
                  8.0 = termFreq=8.0
                4.2793097 = idf(docFreq=1592, maxDocs=42306)
                0.0546875 = fieldNorm(doc=1354)
          0.02579625 = weight(abstract_txt:develop in 1354) [ClassicSimilarity], result of:
            0.02579625 = score(doc=1354,freq=2.0), product of:
              0.065779276 = queryWeight, product of:
                1.2188382 = boost
                5.070659 = idf(docFreq=721, maxDocs=42306)
                0.0106433565 = queryNorm
              0.39216378 = fieldWeight in 1354, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.070659 = idf(docFreq=721, maxDocs=42306)
                0.0546875 = fieldNorm(doc=1354)
          0.06446053 = weight(abstract_txt:technique in 1354) [ClassicSimilarity], result of:
            0.06446053 = score(doc=1354,freq=7.0), product of:
              0.0797795 = queryWeight, product of:
                1.3422925 = boost
                5.5842586 = idf(docFreq=431, maxDocs=42306)
                0.0106433565 = queryNorm
              0.8079837 = fieldWeight in 1354, product of:
                2.6457512 = tf(freq=7.0), with freq of:
                  7.0 = termFreq=7.0
                5.5842586 = idf(docFreq=431, maxDocs=42306)
                0.0546875 = fieldNorm(doc=1354)
          0.03777826 = weight(abstract_txt:hierarchical in 1354) [ClassicSimilarity], result of:
            0.03777826 = score(doc=1354,freq=2.0), product of:
              0.08482932 = queryWeight, product of:
                1.3841225 = boost
                5.758281 = idf(docFreq=362, maxDocs=42306)
                0.0106433565 = queryNorm
              0.44534433 = fieldWeight in 1354, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.758281 = idf(docFreq=362, maxDocs=42306)
                0.0546875 = fieldNorm(doc=1354)
          0.068484165 = weight(abstract_txt:categories in 1354) [ClassicSimilarity], result of:
            0.068484165 = score(doc=1354,freq=3.0), product of:
              0.13881117 = queryWeight, product of:
                2.5039678 = boost
                5.208553 = idf(docFreq=628, maxDocs=42306)
                0.0106433565 = queryNorm
              0.49336207 = fieldWeight in 1354, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.208553 = idf(docFreq=628, maxDocs=42306)
                0.0546875 = fieldNorm(doc=1354)
          0.55557287 = weight(abstract_txt:category in 1354) [ClassicSimilarity], result of:
            0.55557287 = score(doc=1354,freq=7.0), product of:
              0.60940564 = queryWeight, product of:
                9.087206 = boost
                6.300826 = idf(docFreq=210, maxDocs=42306)
                0.0106433565 = queryNorm
              0.9116635 = fieldWeight in 1354, product of:
                2.6457512 = tf(freq=7.0), with freq of:
                  7.0 = termFreq=7.0
                6.300826 = idf(docFreq=210, maxDocs=42306)
                0.0546875 = fieldNorm(doc=1354)
        0.24 = coord(6/25)
    
  4. Sun, A.; Lim, E.-P.; Ng, W.-K.: Performance measurement framework for hierarchical text classification (2003) 0.19
    0.18792526 = sum of:
      0.18792526 = product of:
        0.7830219 = sum of:
          0.012530299 = weight(abstract_txt:document in 2809) [ClassicSimilarity], result of:
            0.012530299 = score(doc=2809,freq=1.0), product of:
              0.046849795 = queryWeight, product of:
                1.028621 = boost
                4.2793097 = idf(docFreq=1592, maxDocs=42306)
                0.0106433565 = queryNorm
              0.26745686 = fieldWeight in 2809, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.2793097 = idf(docFreq=1592, maxDocs=42306)
                0.0625 = fieldNorm(doc=2809)
          0.009894773 = weight(abstract_txt:from in 2809) [ClassicSimilarity], result of:
            0.009894773 = score(doc=2809,freq=2.0), product of:
              0.04002555 = queryWeight, product of:
                1.3445754 = boost
                2.796878 = idf(docFreq=7014, maxDocs=42306)
                0.0106433565 = queryNorm
              0.24721143 = fieldWeight in 2809, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.796878 = idf(docFreq=7014, maxDocs=42306)
                0.0625 = fieldNorm(doc=2809)
          0.07478157 = weight(abstract_txt:hierarchical in 2809) [ClassicSimilarity], result of:
            0.07478157 = score(doc=2809,freq=6.0), product of:
              0.08482932 = queryWeight, product of:
                1.3841225 = boost
                5.758281 = idf(docFreq=362, maxDocs=42306)
                0.0106433565 = queryNorm
              0.88155323 = fieldWeight in 2809, product of:
                2.4494898 = tf(freq=6.0), with freq of:
                  6.0 = termFreq=6.0
                5.758281 = idf(docFreq=362, maxDocs=42306)
                0.0625 = fieldNorm(doc=2809)
          0.09037566 = weight(abstract_txt:categories in 2809) [ClassicSimilarity], result of:
            0.09037566 = score(doc=2809,freq=4.0), product of:
              0.13881117 = queryWeight, product of:
                2.5039678 = boost
                5.208553 = idf(docFreq=628, maxDocs=42306)
                0.0106433565 = queryNorm
              0.6510691 = fieldWeight in 2809, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                5.208553 = idf(docFreq=628, maxDocs=42306)
                0.0625 = fieldNorm(doc=2809)
          0.17977352 = weight(abstract_txt:tree in 2809) [ClassicSimilarity], result of:
            0.17977352 = score(doc=2809,freq=1.0), product of:
              0.41999093 = queryWeight, product of:
                5.7617645 = boost
                6.8486633 = idf(docFreq=121, maxDocs=42306)
                0.0106433565 = queryNorm
              0.42804146 = fieldWeight in 2809, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.8486633 = idf(docFreq=121, maxDocs=42306)
                0.0625 = fieldNorm(doc=2809)
          0.4156661 = weight(abstract_txt:category in 2809) [ClassicSimilarity], result of:
            0.4156661 = score(doc=2809,freq=3.0), product of:
              0.60940564 = queryWeight, product of:
                9.087206 = boost
                6.300826 = idf(docFreq=210, maxDocs=42306)
                0.0106433565 = queryNorm
              0.68208444 = fieldWeight in 2809, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                6.300826 = idf(docFreq=210, maxDocs=42306)
                0.0625 = fieldNorm(doc=2809)
        0.24 = coord(6/25)
    
  5. Bean, C.: ¬The semantics of hierarchy : explicit parent-child relationships in MeSH tree structures (1998) 0.17
    0.16964616 = sum of:
      0.16964616 = product of:
        0.6058791 = sum of:
          0.069079086 = weight(abstract_txt:child in 1043) [ClassicSimilarity], result of:
            0.069079086 = score(doc=1043,freq=1.0), product of:
              0.08855783 = queryWeight, product of:
                8.320479 = idf(docFreq=27, maxDocs=42306)
                0.0106433565 = queryNorm
              0.7800449 = fieldWeight in 1043, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.320479 = idf(docFreq=27, maxDocs=42306)
                0.09375 = fieldNorm(doc=1043)
          0.046823602 = weight(abstract_txt:relationships in 1043) [ClassicSimilarity], result of:
            0.046823602 = score(doc=1043,freq=3.0), product of:
              0.05969556 = queryWeight, product of:
                1.1611078 = boost
                4.830487 = idf(docFreq=917, maxDocs=42306)
                0.0106433565 = queryNorm
              0.7843733 = fieldWeight in 1043, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.830487 = idf(docFreq=917, maxDocs=42306)
                0.09375 = fieldNorm(doc=1043)
          0.032616373 = weight(abstract_txt:structures in 1043) [ClassicSimilarity], result of:
            0.032616373 = score(doc=1043,freq=1.0), product of:
              0.067654446 = queryWeight, product of:
                1.2360889 = boost
                5.142426 = idf(docFreq=671, maxDocs=42306)
                0.0106433565 = queryNorm
              0.48210245 = fieldWeight in 1043, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.142426 = idf(docFreq=671, maxDocs=42306)
                0.09375 = fieldNorm(doc=1043)
          0.045794163 = weight(abstract_txt:hierarchical in 1043) [ClassicSimilarity], result of:
            0.045794163 = score(doc=1043,freq=1.0), product of:
              0.08482932 = queryWeight, product of:
                1.3841225 = boost
                5.758281 = idf(docFreq=362, maxDocs=42306)
                0.0106433565 = queryNorm
              0.53983885 = fieldWeight in 1043, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.758281 = idf(docFreq=362, maxDocs=42306)
                0.09375 = fieldNorm(doc=1043)
          0.06778175 = weight(abstract_txt:categories in 1043) [ClassicSimilarity], result of:
            0.06778175 = score(doc=1043,freq=1.0), product of:
              0.13881117 = queryWeight, product of:
                2.5039678 = boost
                5.208553 = idf(docFreq=628, maxDocs=42306)
                0.0106433565 = queryNorm
              0.4883018 = fieldWeight in 1043, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.208553 = idf(docFreq=628, maxDocs=42306)
                0.09375 = fieldNorm(doc=1043)
          0.13385561 = weight(abstract_txt:operations in 1043) [ClassicSimilarity], result of:
            0.13385561 = score(doc=1043,freq=1.0), product of:
              0.21849439 = queryWeight, product of:
                3.1414971 = boost
                6.5346904 = idf(docFreq=166, maxDocs=42306)
                0.0106433565 = queryNorm
              0.6126272 = fieldWeight in 1043, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.5346904 = idf(docFreq=166, maxDocs=42306)
                0.09375 = fieldNorm(doc=1043)
          0.20992856 = weight(abstract_txt:trees in 1043) [ClassicSimilarity], result of:
            0.20992856 = score(doc=1043,freq=1.0), product of:
              0.29493767 = queryWeight, product of:
                3.6499057 = boost
                7.5922413 = idf(docFreq=57, maxDocs=42306)
                0.0106433565 = queryNorm
              0.7117726 = fieldWeight in 1043, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.5922413 = idf(docFreq=57, maxDocs=42306)
                0.09375 = fieldNorm(doc=1043)
        0.28 = coord(7/25)