Document (#27695)

Author
Madalli, D.P.
Prassad, A.R.D.
Title
VYASA: a knowledge representation system for automatic maintenance of analytico-synthetic scheme
Source
Challenges in knowledge representation and organization for the 21st century: Integration of knowledge across boundaries. Proceedings of the 7th ISKO International Conference Granada, Spain, July 10-13, 2002. Ed.: M. López-Huertas
Imprint
Würzburg : Ergon Verlag
Year
2003
Pages
S.113-119
Series
Advances in knowledge organization; vol.8
Abstract
The present work deals with building a computational model for maintenance of a classification schedule. It has been hypothesized that the analytico-synthetic approach is quite amenable to the tools and techniques of Artificial Intelligence. To achieve the objective of building an automatic system for management of classification schemes, 'Vyasa', has been developed using Al tools and techniques. 1. Introduction The present work is a sequel to the earlier work, where the application of Artificial Intelligence tools and techniques were used in the verbal plane i.e. subject indexing (Aptagiri, et al., 1995; Prasad, 1993) and later extended to notational plane where the system could assign automatically the class numbers to given expressive titles (Panigrahi, 1996). The present paper is based an the work carried out to update the 7th edition of Colon Classification (Madalli, 2000).

Similar documents (author)

  1. Prasad, A.R.D.; Madalli, D.P.: Faceted infrastructure for semantic digital libraries (2008) 6.66
    6.657213 = sum of:
      6.657213 = sum of:
        3.1138418 = weight(author_txt:a.r.d in 1905) [ClassicSimilarity], result of:
          3.1138418 = score(doc=1905,freq=1.0), product of:
            0.6760417 = queryWeight, product of:
              9.211981 = idf(docFreq=11, maxDocs=44218)
              0.07338723 = queryNorm
            4.6059904 = fieldWeight in 1905, product of:
              1.0 = tf(freq=1.0), with freq of:
                1.0 = termFreq=1.0
              9.211981 = idf(docFreq=11, maxDocs=44218)
              0.5 = fieldNorm(doc=1905)
        3.5433714 = weight(author_txt:madalli in 1905) [ClassicSimilarity], result of:
          3.5433714 = score(doc=1905,freq=1.0), product of:
            0.7368633 = queryWeight, product of:
              1.0440149 = boost
              9.617446 = idf(docFreq=7, maxDocs=44218)
              0.07338723 = queryNorm
            4.808723 = fieldWeight in 1905, product of:
              1.0 = tf(freq=1.0), with freq of:
                1.0 = termFreq=1.0
              9.617446 = idf(docFreq=7, maxDocs=44218)
              0.5 = fieldNorm(doc=1905)
    
  2. Madalli, D.P.; Prasad, A.R.D.: Analytico-synthetic approach for handling knowledge diversity in media content analysis (2011) 6.66
    6.657213 = sum of:
      6.657213 = sum of:
        3.1138418 = weight(author_txt:a.r.d in 4827) [ClassicSimilarity], result of:
          3.1138418 = score(doc=4827,freq=1.0), product of:
            0.6760417 = queryWeight, product of:
              9.211981 = idf(docFreq=11, maxDocs=44218)
              0.07338723 = queryNorm
            4.6059904 = fieldWeight in 4827, product of:
              1.0 = tf(freq=1.0), with freq of:
                1.0 = termFreq=1.0
              9.211981 = idf(docFreq=11, maxDocs=44218)
              0.5 = fieldNorm(doc=4827)
        3.5433714 = weight(author_txt:madalli in 4827) [ClassicSimilarity], result of:
          3.5433714 = score(doc=4827,freq=1.0), product of:
            0.7368633 = queryWeight, product of:
              1.0440149 = boost
              9.617446 = idf(docFreq=7, maxDocs=44218)
              0.07338723 = queryNorm
            4.808723 = fieldWeight in 4827, product of:
              1.0 = tf(freq=1.0), with freq of:
                1.0 = termFreq=1.0
              9.617446 = idf(docFreq=7, maxDocs=44218)
              0.5 = fieldNorm(doc=4827)
    
  3. Prasad, A.R.D.: PROMETHEUS: an automatic indexing system (1996) 1.95
    1.9461511 = sum of:
      1.9461511 = product of:
        3.8923023 = sum of:
          3.8923023 = weight(author_txt:a.r.d in 5189) [ClassicSimilarity], result of:
            3.8923023 = score(doc=5189,freq=1.0), product of:
              0.6760417 = queryWeight, product of:
                9.211981 = idf(docFreq=11, maxDocs=44218)
                0.07338723 = queryNorm
              5.7574883 = fieldWeight in 5189, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                9.211981 = idf(docFreq=11, maxDocs=44218)
                0.625 = fieldNorm(doc=5189)
        0.5 = coord(1/2)
    
  4. Prasad, A.R.D.: Application of OCR in building bibliographic databases (1997) 1.95
    1.9461511 = sum of:
      1.9461511 = product of:
        3.8923023 = sum of:
          3.8923023 = weight(author_txt:a.r.d in 771) [ClassicSimilarity], result of:
            3.8923023 = score(doc=771,freq=1.0), product of:
              0.6760417 = queryWeight, product of:
                9.211981 = idf(docFreq=11, maxDocs=44218)
                0.07338723 = queryNorm
              5.7574883 = fieldWeight in 771, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                9.211981 = idf(docFreq=11, maxDocs=44218)
                0.625 = fieldNorm(doc=771)
        0.5 = coord(1/2)
    
  5. Prasad, A.R.D.; Kar, B.B.: Parsing Boolean search expression using definite clause grammars (1994) 1.56
    1.5569209 = sum of:
      1.5569209 = product of:
        3.1138418 = sum of:
          3.1138418 = weight(author_txt:a.r.d in 8188) [ClassicSimilarity], result of:
            3.1138418 = score(doc=8188,freq=1.0), product of:
              0.6760417 = queryWeight, product of:
                9.211981 = idf(docFreq=11, maxDocs=44218)
                0.07338723 = queryNorm
              4.6059904 = fieldWeight in 8188, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                9.211981 = idf(docFreq=11, maxDocs=44218)
                0.5 = fieldNorm(doc=8188)
        0.5 = coord(1/2)
    

Similar documents (content)

  1. Kaula, P.N.: Canons in analytico-synthetic classification (1979) 0.37
    0.37391382 = sum of:
      0.37391382 = product of:
        1.3354065 = sum of:
          0.117483936 = weight(abstract_txt:verbal in 1428) [ClassicSimilarity], result of:
            0.117483936 = score(doc=1428,freq=1.0), product of:
              0.13398491 = queryWeight, product of:
                7.014756 = idf(docFreq=107, maxDocs=44218)
                0.019100437 = queryNorm
              0.8768445 = fieldWeight in 1428, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.014756 = idf(docFreq=107, maxDocs=44218)
                0.125 = fieldNorm(doc=1428)
          0.18564826 = weight(abstract_txt:notational in 1428) [ClassicSimilarity], result of:
            0.18564826 = score(doc=1428,freq=1.0), product of:
              0.1817736 = queryWeight, product of:
                1.1647627 = boost
                8.1705265 = idf(docFreq=33, maxDocs=44218)
                0.019100437 = queryNorm
              1.0213158 = fieldWeight in 1428, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.1705265 = idf(docFreq=33, maxDocs=44218)
                0.125 = fieldNorm(doc=1428)
          0.039160106 = weight(abstract_txt:system in 1428) [ClassicSimilarity], result of:
            0.039160106 = score(doc=1428,freq=1.0), product of:
              0.09289804 = queryWeight, product of:
                1.4422348 = boost
                3.3723085 = idf(docFreq=4123, maxDocs=44218)
                0.019100437 = queryNorm
              0.42153856 = fieldWeight in 1428, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.3723085 = idf(docFreq=4123, maxDocs=44218)
                0.125 = fieldNorm(doc=1428)
          0.06496182 = weight(abstract_txt:classification in 1428) [ClassicSimilarity], result of:
            0.06496182 = score(doc=1428,freq=1.0), product of:
              0.13018155 = queryWeight, product of:
                1.7072904 = boost
                3.9920752 = idf(docFreq=2218, maxDocs=44218)
                0.019100437 = queryNorm
              0.4990094 = fieldWeight in 1428, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.9920752 = idf(docFreq=2218, maxDocs=44218)
                0.125 = fieldNorm(doc=1428)
          0.09005393 = weight(abstract_txt:tools in 1428) [ClassicSimilarity], result of:
            0.09005393 = score(doc=1428,freq=1.0), product of:
              0.1618499 = queryWeight, product of:
                1.9036579 = boost
                4.451232 = idf(docFreq=1401, maxDocs=44218)
                0.019100437 = queryNorm
              0.556404 = fieldWeight in 1428, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.451232 = idf(docFreq=1401, maxDocs=44218)
                0.125 = fieldNorm(doc=1428)
          0.07437552 = weight(abstract_txt:work in 1428) [ClassicSimilarity], result of:
            0.07437552 = score(doc=1428,freq=1.0), product of:
              0.15681113 = queryWeight, product of:
                2.1636674 = boost
                3.7943997 = idf(docFreq=2703, maxDocs=44218)
                0.019100437 = queryNorm
              0.47429997 = fieldWeight in 1428, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.7943997 = idf(docFreq=2703, maxDocs=44218)
                0.125 = fieldNorm(doc=1428)
          0.7637229 = weight(abstract_txt:plane in 1428) [ClassicSimilarity], result of:
            0.7637229 = score(doc=1428,freq=3.0), product of:
              0.4076903 = queryWeight, product of:
                2.466904 = boost
                8.652365 = idf(docFreq=20, maxDocs=44218)
                0.019100437 = queryNorm
              1.8732919 = fieldWeight in 1428, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                8.652365 = idf(docFreq=20, maxDocs=44218)
                0.125 = fieldNorm(doc=1428)
        0.28 = coord(7/25)
    
  2. Khanna, J.K.: Analytico-synthetic classification : (a study in CC-7) (1994) 0.25
    0.25421336 = sum of:
      0.25421336 = product of:
        0.7944168 = sum of:
          0.016113682 = weight(abstract_txt:been in 1471) [ClassicSimilarity], result of:
            0.016113682 = score(doc=1471,freq=1.0), product of:
              0.07126836 = queryWeight, product of:
                1.0314198 = boost
                3.617579 = idf(docFreq=3226, maxDocs=44218)
                0.019100437 = queryNorm
              0.22609869 = fieldWeight in 1471, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.617579 = idf(docFreq=3226, maxDocs=44218)
                0.0625 = fieldNorm(doc=1471)
          0.07114739 = weight(abstract_txt:colon in 1471) [ClassicSimilarity], result of:
            0.07114739 = score(doc=1471,freq=1.0), product of:
              0.15224028 = queryWeight, product of:
                1.06595 = boost
                7.4773793 = idf(docFreq=67, maxDocs=44218)
                0.019100437 = queryNorm
              0.4673362 = fieldWeight in 1471, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.4773793 = idf(docFreq=67, maxDocs=44218)
                0.0625 = fieldNorm(doc=1471)
          0.0822202 = weight(abstract_txt:expressive in 1471) [ClassicSimilarity], result of:
            0.0822202 = score(doc=1471,freq=1.0), product of:
              0.16765219 = queryWeight, product of:
                1.1186048 = boost
                7.84674 = idf(docFreq=46, maxDocs=44218)
                0.019100437 = queryNorm
              0.49042124 = fieldWeight in 1471, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.84674 = idf(docFreq=46, maxDocs=44218)
                0.0625 = fieldNorm(doc=1471)
          0.085936405 = weight(abstract_txt:classification in 1471) [ClassicSimilarity], result of:
            0.085936405 = score(doc=1471,freq=7.0), product of:
              0.13018155 = queryWeight, product of:
                1.7072904 = boost
                3.9920752 = idf(docFreq=2218, maxDocs=44218)
                0.019100437 = queryNorm
              0.66012734 = fieldWeight in 1471, product of:
                2.6457512 = tf(freq=7.0), with freq of:
                  7.0 = termFreq=7.0
                3.9920752 = idf(docFreq=2218, maxDocs=44218)
                0.0625 = fieldNorm(doc=1471)
          0.041993607 = weight(abstract_txt:present in 1471) [ClassicSimilarity], result of:
            0.041993607 = score(doc=1471,freq=1.0), product of:
              0.15449677 = queryWeight, product of:
                1.859912 = boost
                4.348943 = idf(docFreq=1552, maxDocs=44218)
                0.019100437 = queryNorm
              0.27180895 = fieldWeight in 1471, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.348943 = idf(docFreq=1552, maxDocs=44218)
                0.0625 = fieldNorm(doc=1471)
          0.18465221 = weight(abstract_txt:synthetic in 1471) [ClassicSimilarity], result of:
            0.18465221 = score(doc=1471,freq=2.0), product of:
              0.2875146 = queryWeight, product of:
                2.071653 = boost
                7.2660704 = idf(docFreq=83, maxDocs=44218)
                0.019100437 = queryNorm
              0.64223593 = fieldWeight in 1471, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                7.2660704 = idf(docFreq=83, maxDocs=44218)
                0.0625 = fieldNorm(doc=1471)
          0.05259143 = weight(abstract_txt:work in 1471) [ClassicSimilarity], result of:
            0.05259143 = score(doc=1471,freq=2.0), product of:
              0.15681113 = queryWeight, product of:
                2.1636674 = boost
                3.7943997 = idf(docFreq=2703, maxDocs=44218)
                0.019100437 = queryNorm
              0.3353807 = fieldWeight in 1471, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.7943997 = idf(docFreq=2703, maxDocs=44218)
                0.0625 = fieldNorm(doc=1471)
          0.25976184 = weight(abstract_txt:analytico in 1471) [ClassicSimilarity], result of:
            0.25976184 = score(doc=1471,freq=2.0), product of:
              0.36097223 = queryWeight, product of:
                2.321261 = boost
                8.14154 = idf(docFreq=34, maxDocs=44218)
                0.019100437 = queryNorm
              0.71961725 = fieldWeight in 1471, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.14154 = idf(docFreq=34, maxDocs=44218)
                0.0625 = fieldNorm(doc=1471)
        0.32 = coord(8/25)
    
  3. Kumar, K.: Distinctive contribution of Ranganathan to library classification (1992) 0.23
    0.23048249 = sum of:
      0.23048249 = product of:
        0.9603437 = sum of:
          0.106721096 = weight(abstract_txt:colon in 6991) [ClassicSimilarity], result of:
            0.106721096 = score(doc=6991,freq=1.0), product of:
              0.15224028 = queryWeight, product of:
                1.06595 = boost
                7.4773793 = idf(docFreq=67, maxDocs=44218)
                0.019100437 = queryNorm
              0.7010043 = fieldWeight in 6991, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.4773793 = idf(docFreq=67, maxDocs=44218)
                0.09375 = fieldNorm(doc=6991)
          0.1392362 = weight(abstract_txt:notational in 6991) [ClassicSimilarity], result of:
            0.1392362 = score(doc=6991,freq=1.0), product of:
              0.1817736 = queryWeight, product of:
                1.1647627 = boost
                8.1705265 = idf(docFreq=33, maxDocs=44218)
                0.019100437 = queryNorm
              0.76598686 = fieldWeight in 6991, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.1705265 = idf(docFreq=33, maxDocs=44218)
                0.09375 = fieldNorm(doc=6991)
          0.10894428 = weight(abstract_txt:classification in 6991) [ClassicSimilarity], result of:
            0.10894428 = score(doc=6991,freq=5.0), product of:
              0.13018155 = queryWeight, product of:
                1.7072904 = boost
                3.9920752 = idf(docFreq=2218, maxDocs=44218)
                0.019100437 = queryNorm
              0.83686423 = fieldWeight in 6991, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                3.9920752 = idf(docFreq=2218, maxDocs=44218)
                0.09375 = fieldNorm(doc=6991)
          0.19585323 = weight(abstract_txt:synthetic in 6991) [ClassicSimilarity], result of:
            0.19585323 = score(doc=6991,freq=1.0), product of:
              0.2875146 = queryWeight, product of:
                2.071653 = boost
                7.2660704 = idf(docFreq=83, maxDocs=44218)
                0.019100437 = queryNorm
              0.68119407 = fieldWeight in 6991, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.2660704 = idf(docFreq=83, maxDocs=44218)
                0.09375 = fieldNorm(doc=6991)
          0.07888714 = weight(abstract_txt:work in 6991) [ClassicSimilarity], result of:
            0.07888714 = score(doc=6991,freq=2.0), product of:
              0.15681113 = queryWeight, product of:
                2.1636674 = boost
                3.7943997 = idf(docFreq=2703, maxDocs=44218)
                0.019100437 = queryNorm
              0.50307107 = fieldWeight in 6991, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.7943997 = idf(docFreq=2703, maxDocs=44218)
                0.09375 = fieldNorm(doc=6991)
          0.33070174 = weight(abstract_txt:plane in 6991) [ClassicSimilarity], result of:
            0.33070174 = score(doc=6991,freq=1.0), product of:
              0.4076903 = queryWeight, product of:
                2.466904 = boost
                8.652365 = idf(docFreq=20, maxDocs=44218)
                0.019100437 = queryNorm
              0.8111592 = fieldWeight in 6991, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.652365 = idf(docFreq=20, maxDocs=44218)
                0.09375 = fieldNorm(doc=6991)
        0.24 = coord(6/25)
    
  4. Satija, M.P.; Singh, J.: Colon Classification (CC) (2009) 0.18
    0.18073593 = sum of:
      0.18073593 = product of:
        0.5647998 = sum of:
          0.07342745 = weight(abstract_txt:verbal in 3762) [ClassicSimilarity], result of:
            0.07342745 = score(doc=3762,freq=1.0), product of:
              0.13398491 = queryWeight, product of:
                7.014756 = idf(docFreq=107, maxDocs=44218)
                0.019100437 = queryNorm
              0.5480278 = fieldWeight in 3762, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.014756 = idf(docFreq=107, maxDocs=44218)
                0.078125 = fieldNorm(doc=3762)
          0.020142103 = weight(abstract_txt:been in 3762) [ClassicSimilarity], result of:
            0.020142103 = score(doc=3762,freq=1.0), product of:
              0.07126836 = queryWeight, product of:
                1.0314198 = boost
                3.617579 = idf(docFreq=3226, maxDocs=44218)
                0.019100437 = queryNorm
              0.28262335 = fieldWeight in 3762, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.617579 = idf(docFreq=3226, maxDocs=44218)
                0.078125 = fieldNorm(doc=3762)
          0.08893424 = weight(abstract_txt:colon in 3762) [ClassicSimilarity], result of:
            0.08893424 = score(doc=3762,freq=1.0), product of:
              0.15224028 = queryWeight, product of:
                1.06595 = boost
                7.4773793 = idf(docFreq=67, maxDocs=44218)
                0.019100437 = queryNorm
              0.5841703 = fieldWeight in 3762, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.4773793 = idf(docFreq=67, maxDocs=44218)
                0.078125 = fieldNorm(doc=3762)
          0.16409144 = weight(abstract_txt:notational in 3762) [ClassicSimilarity], result of:
            0.16409144 = score(doc=3762,freq=2.0), product of:
              0.1817736 = queryWeight, product of:
                1.1647627 = boost
                8.1705265 = idf(docFreq=33, maxDocs=44218)
                0.019100437 = queryNorm
              0.9027242 = fieldWeight in 3762, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.1705265 = idf(docFreq=33, maxDocs=44218)
                0.078125 = fieldNorm(doc=3762)
          0.024475066 = weight(abstract_txt:system in 3762) [ClassicSimilarity], result of:
            0.024475066 = score(doc=3762,freq=1.0), product of:
              0.09289804 = queryWeight, product of:
                1.4422348 = boost
                3.3723085 = idf(docFreq=4123, maxDocs=44218)
                0.019100437 = queryNorm
              0.2634616 = fieldWeight in 3762, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.3723085 = idf(docFreq=4123, maxDocs=44218)
                0.078125 = fieldNorm(doc=3762)
          0.06712256 = weight(abstract_txt:building in 3762) [ClassicSimilarity], result of:
            0.06712256 = score(doc=3762,freq=1.0), product of:
              0.15900321 = queryWeight, product of:
                1.5406004 = boost
                5.403468 = idf(docFreq=540, maxDocs=44218)
                0.019100437 = queryNorm
              0.42214596 = fieldWeight in 3762, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.403468 = idf(docFreq=540, maxDocs=44218)
                0.078125 = fieldNorm(doc=3762)
          0.07032323 = weight(abstract_txt:classification in 3762) [ClassicSimilarity], result of:
            0.07032323 = score(doc=3762,freq=3.0), product of:
              0.13018155 = queryWeight, product of:
                1.7072904 = boost
                3.9920752 = idf(docFreq=2218, maxDocs=44218)
                0.019100437 = queryNorm
              0.5401935 = fieldWeight in 3762, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.9920752 = idf(docFreq=2218, maxDocs=44218)
                0.078125 = fieldNorm(doc=3762)
          0.05628371 = weight(abstract_txt:tools in 3762) [ClassicSimilarity], result of:
            0.05628371 = score(doc=3762,freq=1.0), product of:
              0.1618499 = queryWeight, product of:
                1.9036579 = boost
                4.451232 = idf(docFreq=1401, maxDocs=44218)
                0.019100437 = queryNorm
              0.3477525 = fieldWeight in 3762, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.451232 = idf(docFreq=1401, maxDocs=44218)
                0.078125 = fieldNorm(doc=3762)
        0.32 = coord(8/25)
    
  5. Slavic, A.; Davies, S.: Facet analysis in UDC : questions of structure, functionality and data formality (2017) 0.18
    0.17609905 = sum of:
      0.17609905 = product of:
        0.73374605 = sum of:
          0.0822202 = weight(abstract_txt:expressive in 3848) [ClassicSimilarity], result of:
            0.0822202 = score(doc=3848,freq=1.0), product of:
              0.16765219 = queryWeight, product of:
                1.1186048 = boost
                7.84674 = idf(docFreq=46, maxDocs=44218)
                0.019100437 = queryNorm
              0.49042124 = fieldWeight in 3848, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.84674 = idf(docFreq=46, maxDocs=44218)
                0.0625 = fieldNorm(doc=3848)
          0.13127315 = weight(abstract_txt:notational in 3848) [ClassicSimilarity], result of:
            0.13127315 = score(doc=3848,freq=2.0), product of:
              0.1817736 = queryWeight, product of:
                1.1647627 = boost
                8.1705265 = idf(docFreq=33, maxDocs=44218)
                0.019100437 = queryNorm
              0.72217935 = fieldWeight in 3848, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.1705265 = idf(docFreq=33, maxDocs=44218)
                0.0625 = fieldNorm(doc=3848)
          0.019580053 = weight(abstract_txt:system in 3848) [ClassicSimilarity], result of:
            0.019580053 = score(doc=3848,freq=1.0), product of:
              0.09289804 = queryWeight, product of:
                1.4422348 = boost
                3.3723085 = idf(docFreq=4123, maxDocs=44218)
                0.019100437 = queryNorm
              0.21076928 = fieldWeight in 3848, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.3723085 = idf(docFreq=4123, maxDocs=44218)
                0.0625 = fieldNorm(doc=3848)
          0.05625858 = weight(abstract_txt:classification in 3848) [ClassicSimilarity], result of:
            0.05625858 = score(doc=3848,freq=3.0), product of:
              0.13018155 = queryWeight, product of:
                1.7072904 = boost
                3.9920752 = idf(docFreq=2218, maxDocs=44218)
                0.019100437 = queryNorm
              0.4321548 = fieldWeight in 3848, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.9920752 = idf(docFreq=2218, maxDocs=44218)
                0.0625 = fieldNorm(doc=3848)
          0.18465221 = weight(abstract_txt:synthetic in 3848) [ClassicSimilarity], result of:
            0.18465221 = score(doc=3848,freq=2.0), product of:
              0.2875146 = queryWeight, product of:
                2.071653 = boost
                7.2660704 = idf(docFreq=83, maxDocs=44218)
                0.019100437 = queryNorm
              0.64223593 = fieldWeight in 3848, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                7.2660704 = idf(docFreq=83, maxDocs=44218)
                0.0625 = fieldNorm(doc=3848)
          0.25976184 = weight(abstract_txt:analytico in 3848) [ClassicSimilarity], result of:
            0.25976184 = score(doc=3848,freq=2.0), product of:
              0.36097223 = queryWeight, product of:
                2.321261 = boost
                8.14154 = idf(docFreq=34, maxDocs=44218)
                0.019100437 = queryNorm
              0.71961725 = fieldWeight in 3848, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.14154 = idf(docFreq=34, maxDocs=44218)
                0.0625 = fieldNorm(doc=3848)
        0.24 = coord(6/25)