Document (#7408)

Author
Maron, M.E.
Title
Associative search techniques versus probabilistic retrieval models
Source
Journal of the American Society for Information Science. 33(1982) no.5, S.308-310
Year
1982
Abstract
Offers a personal look back at the origins and early use of associative search techniques, and also a look forward at more theoretical approaches to the document retrieval problems. The purpose is to contrast the following 2 different ways of improving system performance: appending associative search techniques to more or less standard (conventional) document retrieval systems; and designing document retrieval systems based on more fundamental and appropriate principles namely probabilistic design principles. Very recent work on probabilistic approaches to the document retrieval problem has provided a new (and rare) unification of 2 previously competing models. In light of this, argues that if we had to choose the best way to improve performance of a document retrieval system, it would be wiser to implement, test, and evaluate this new unified model, rather than to continue to use associative techniques which are coupled to conventionally designed retrieval systems

Similar documents (author)

  1. Maron, M.E.: Depth of indexing (1979) 5.71
    5.7103243 = sum of:
      5.7103243 = weight(author_txt:maron in 1788) [ClassicSimilarity], result of:
        5.7103243 = fieldWeight in 1788, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.1365185 = idf(docFreq=12, maxDocs=44421)
          0.625 = fieldNorm(doc=1788)
    
  2. Maron, M.E.: Automatic indexing : an experimental inquiry (1961) 5.71
    5.7103243 = sum of:
      5.7103243 = weight(author_txt:maron in 5464) [ClassicSimilarity], result of:
        5.7103243 = fieldWeight in 5464, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.1365185 = idf(docFreq=12, maxDocs=44421)
          0.625 = fieldNorm(doc=5464)
    
  3. Maron, M.E.: On indexing, retrieval and the meaning of about (1977) 5.71
    5.7103243 = sum of:
      5.7103243 = weight(author_txt:maron in 7404) [ClassicSimilarity], result of:
        5.7103243 = fieldWeight in 7404, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.1365185 = idf(docFreq=12, maxDocs=44421)
          0.625 = fieldNorm(doc=7404)
    
  4. Maron, M.E.: Theory and foundation of information retrieval : some introductory remarks (1978) 5.71
    5.7103243 = sum of:
      5.7103243 = weight(author_txt:maron in 7406) [ClassicSimilarity], result of:
        5.7103243 = fieldWeight in 7406, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.1365185 = idf(docFreq=12, maxDocs=44421)
          0.625 = fieldNorm(doc=7406)
    
  5. Maron, M.E.: Probabilistic design principles for conventional and full-text retrieval systems (1988) 5.71
    5.7103243 = sum of:
      5.7103243 = weight(author_txt:maron in 7408) [ClassicSimilarity], result of:
        5.7103243 = fieldWeight in 7408, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.1365185 = idf(docFreq=12, maxDocs=44421)
          0.625 = fieldNorm(doc=7408)
    

Similar documents (content)

  1. Bodoff, D.: ¬A re-unification of two competing models for document retrieval (1999) 0.28
    0.27984065 = sum of:
      0.27984065 = product of:
        0.9994309 = sum of:
          0.101508334 = weight(abstract_txt:unified in 3951) [ClassicSimilarity], result of:
            0.101508334 = score(doc=3951,freq=2.0), product of:
              0.11618881 = queryWeight, product of:
                1.013303 = boost
                6.58948 = idf(docFreq=165, maxDocs=44421)
                0.017400984 = queryNorm
              0.87364984 = fieldWeight in 3951, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.58948 = idf(docFreq=165, maxDocs=44421)
                0.09375 = fieldNorm(doc=3951)
          0.11678205 = weight(abstract_txt:competing in 3951) [ClassicSimilarity], result of:
            0.11678205 = score(doc=3951,freq=1.0), product of:
              0.16072764 = queryWeight, product of:
                1.1917975 = boost
                7.750224 = idf(docFreq=51, maxDocs=44421)
                0.017400984 = queryNorm
              0.7265835 = fieldWeight in 3951, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.750224 = idf(docFreq=51, maxDocs=44421)
                0.09375 = fieldNorm(doc=3951)
          0.21069743 = weight(abstract_txt:unification in 3951) [ClassicSimilarity], result of:
            0.21069743 = score(doc=3951,freq=2.0), product of:
              0.1890613 = queryWeight, product of:
                1.2925832 = boost
                8.405631 = idf(docFreq=26, maxDocs=44421)
                0.017400984 = queryNorm
              1.1144397 = fieldWeight in 3951, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.405631 = idf(docFreq=26, maxDocs=44421)
                0.09375 = fieldNorm(doc=3951)
          0.06898051 = weight(abstract_txt:approaches in 3951) [ClassicSimilarity], result of:
            0.06898051 = score(doc=3951,freq=2.0), product of:
              0.113150746 = queryWeight, product of:
                1.4141676 = boost
                4.5981455 = idf(docFreq=1215, maxDocs=44421)
                0.017400984 = queryNorm
              0.6096337 = fieldWeight in 3951, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.5981455 = idf(docFreq=1215, maxDocs=44421)
                0.09375 = fieldNorm(doc=3951)
          0.2332071 = weight(abstract_txt:probabilistic in 3951) [ClassicSimilarity], result of:
            0.2332071 = score(doc=3951,freq=1.0), product of:
              0.36759937 = queryWeight, product of:
                3.121801 = boost
                6.7669935 = idf(docFreq=138, maxDocs=44421)
                0.017400984 = queryNorm
              0.6344056 = fieldWeight in 3951, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.7669935 = idf(docFreq=138, maxDocs=44421)
                0.09375 = fieldNorm(doc=3951)
          0.14045909 = weight(abstract_txt:document in 3951) [ClassicSimilarity], result of:
            0.14045909 = score(doc=3951,freq=2.0), product of:
              0.2467098 = queryWeight, product of:
                3.3016832 = boost
                4.29415 = idf(docFreq=1647, maxDocs=44421)
                0.017400984 = queryNorm
              0.5693292 = fieldWeight in 3951, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.29415 = idf(docFreq=1647, maxDocs=44421)
                0.09375 = fieldNorm(doc=3951)
          0.1277964 = weight(abstract_txt:retrieval in 3951) [ClassicSimilarity], result of:
            0.1277964 = score(doc=3951,freq=3.0), product of:
              0.22638337 = queryWeight, product of:
                3.7422128 = boost
                3.4765 = idf(docFreq=3732, maxDocs=44421)
                0.017400984 = queryNorm
              0.5645132 = fieldWeight in 3951, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.4765 = idf(docFreq=3732, maxDocs=44421)
                0.09375 = fieldNorm(doc=3951)
        0.28 = coord(7/25)
    
  2. Maron, M.E.: Probabilistic design principles for conventional and full-text retrieval systems (1988) 0.27
    0.27116475 = sum of:
      0.27116475 = product of:
        0.75323534 = sum of:
          0.01814885 = weight(abstract_txt:system in 7408) [ClassicSimilarity], result of:
            0.01814885 = score(doc=7408,freq=2.0), product of:
              0.060878895 = queryWeight, product of:
                1.0373029 = boost
                3.372775 = idf(docFreq=4140, maxDocs=44421)
                0.017400984 = queryNorm
              0.298114 = fieldWeight in 7408, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.372775 = idf(docFreq=4140, maxDocs=44421)
                0.0625 = fieldNorm(doc=7408)
          0.046638545 = weight(abstract_txt:performance in 7408) [ClassicSimilarity], result of:
            0.046638545 = score(doc=7408,freq=2.0), product of:
              0.114216976 = queryWeight, product of:
                1.420815 = boost
                4.619759 = idf(docFreq=1189, maxDocs=44421)
                0.017400984 = queryNorm
              0.40833285 = fieldWeight in 7408, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.619759 = idf(docFreq=1189, maxDocs=44421)
                0.0625 = fieldNorm(doc=7408)
          0.1489847 = weight(abstract_txt:conventionally in 7408) [ClassicSimilarity], result of:
            0.1489847 = score(doc=7408,freq=1.0), product of:
              0.2477394 = queryWeight, product of:
                1.4796355 = boost
                9.622026 = idf(docFreq=7, maxDocs=44421)
                0.017400984 = queryNorm
              0.60137665 = fieldWeight in 7408, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                9.622026 = idf(docFreq=7, maxDocs=44421)
                0.0625 = fieldNorm(doc=7408)
          0.02816374 = weight(abstract_txt:systems in 7408) [ClassicSimilarity], result of:
            0.02816374 = score(doc=7408,freq=2.0), product of:
              0.09340955 = queryWeight, product of:
                1.5736693 = boost
                3.411175 = idf(docFreq=3984, maxDocs=44421)
                0.017400984 = queryNorm
              0.30150813 = fieldWeight in 7408, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.411175 = idf(docFreq=3984, maxDocs=44421)
                0.0625 = fieldNorm(doc=7408)
          0.064950496 = weight(abstract_txt:principles in 7408) [ClassicSimilarity], result of:
            0.064950496 = score(doc=7408,freq=2.0), product of:
              0.14243683 = queryWeight, product of:
                1.5866581 = boost
                5.1589956 = idf(docFreq=693, maxDocs=44421)
                0.017400984 = queryNorm
              0.45599508 = fieldWeight in 7408, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.1589956 = idf(docFreq=693, maxDocs=44421)
                0.0625 = fieldNorm(doc=7408)
          0.024489623 = weight(abstract_txt:search in 7408) [ClassicSimilarity], result of:
            0.024489623 = score(doc=7408,freq=1.0), product of:
              0.10721671 = queryWeight, product of:
                1.685967 = boost
                3.654598 = idf(docFreq=3123, maxDocs=44421)
                0.017400984 = queryNorm
              0.22841237 = fieldWeight in 7408, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.654598 = idf(docFreq=3123, maxDocs=44421)
                0.0625 = fieldNorm(doc=7408)
          0.21986978 = weight(abstract_txt:probabilistic in 7408) [ClassicSimilarity], result of:
            0.21986978 = score(doc=7408,freq=2.0), product of:
              0.36759937 = queryWeight, product of:
                3.121801 = boost
                6.7669935 = idf(docFreq=138, maxDocs=44421)
                0.017400984 = queryNorm
              0.5981234 = fieldWeight in 7408, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.7669935 = idf(docFreq=138, maxDocs=44421)
                0.0625 = fieldNorm(doc=7408)
          0.1324261 = weight(abstract_txt:document in 7408) [ClassicSimilarity], result of:
            0.1324261 = score(doc=7408,freq=4.0), product of:
              0.2467098 = queryWeight, product of:
                3.3016832 = boost
                4.29415 = idf(docFreq=1647, maxDocs=44421)
                0.017400984 = queryNorm
              0.53676873 = fieldWeight in 7408, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                4.29415 = idf(docFreq=1647, maxDocs=44421)
                0.0625 = fieldNorm(doc=7408)
          0.06956355 = weight(abstract_txt:retrieval in 7408) [ClassicSimilarity], result of:
            0.06956355 = score(doc=7408,freq=2.0), product of:
              0.22638337 = queryWeight, product of:
                3.7422128 = boost
                3.4765 = idf(docFreq=3732, maxDocs=44421)
                0.017400984 = queryNorm
              0.3072821 = fieldWeight in 7408, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.4765 = idf(docFreq=3732, maxDocs=44421)
                0.0625 = fieldNorm(doc=7408)
        0.36 = coord(9/25)
    
  3. Losee, R.M.: Comparing Boolean and probabilistic information retrieval systems across queries and disciplines (1997) 0.21
    0.21253002 = sum of:
      0.21253002 = product of:
        0.75903577 = sum of:
          0.110613026 = weight(abstract_txt:performance in 778) [ClassicSimilarity], result of:
            0.110613026 = score(doc=778,freq=5.0), product of:
              0.114216976 = queryWeight, product of:
                1.420815 = boost
                4.619759 = idf(docFreq=1189, maxDocs=44421)
                0.017400984 = queryNorm
              0.96844643 = fieldWeight in 778, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                4.619759 = idf(docFreq=1189, maxDocs=44421)
                0.09375 = fieldNorm(doc=778)
          0.049575884 = weight(abstract_txt:models in 778) [ClassicSimilarity], result of:
            0.049575884 = score(doc=778,freq=1.0), product of:
              0.11438352 = queryWeight, product of:
                1.4218504 = boost
                4.623126 = idf(docFreq=1185, maxDocs=44421)
                0.017400984 = queryNorm
              0.43341807 = fieldWeight in 778, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.623126 = idf(docFreq=1185, maxDocs=44421)
                0.09375 = fieldNorm(doc=778)
          0.029872157 = weight(abstract_txt:systems in 778) [ClassicSimilarity], result of:
            0.029872157 = score(doc=778,freq=1.0), product of:
              0.09340955 = queryWeight, product of:
                1.5736693 = boost
                3.411175 = idf(docFreq=3984, maxDocs=44421)
                0.017400984 = queryNorm
              0.31979766 = fieldWeight in 778, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.411175 = idf(docFreq=3984, maxDocs=44421)
                0.09375 = fieldNorm(doc=778)
          0.1321027 = weight(abstract_txt:techniques in 778) [ClassicSimilarity], result of:
            0.1321027 = score(doc=778,freq=2.0), product of:
              0.21984889 = queryWeight, product of:
                2.7877212 = boost
                4.5321174 = idf(docFreq=1298, maxDocs=44421)
                0.017400984 = queryNorm
              0.60087955 = fieldWeight in 778, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.5321174 = idf(docFreq=1298, maxDocs=44421)
                0.09375 = fieldNorm(doc=778)
          0.2332071 = weight(abstract_txt:probabilistic in 778) [ClassicSimilarity], result of:
            0.2332071 = score(doc=778,freq=1.0), product of:
              0.36759937 = queryWeight, product of:
                3.121801 = boost
                6.7669935 = idf(docFreq=138, maxDocs=44421)
                0.017400984 = queryNorm
              0.6344056 = fieldWeight in 778, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.7669935 = idf(docFreq=138, maxDocs=44421)
                0.09375 = fieldNorm(doc=778)
          0.099319585 = weight(abstract_txt:document in 778) [ClassicSimilarity], result of:
            0.099319585 = score(doc=778,freq=1.0), product of:
              0.2467098 = queryWeight, product of:
                3.3016832 = boost
                4.29415 = idf(docFreq=1647, maxDocs=44421)
                0.017400984 = queryNorm
              0.40257657 = fieldWeight in 778, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.29415 = idf(docFreq=1647, maxDocs=44421)
                0.09375 = fieldNorm(doc=778)
          0.10434534 = weight(abstract_txt:retrieval in 778) [ClassicSimilarity], result of:
            0.10434534 = score(doc=778,freq=2.0), product of:
              0.22638337 = queryWeight, product of:
                3.7422128 = boost
                3.4765 = idf(docFreq=3732, maxDocs=44421)
                0.017400984 = queryNorm
              0.46092314 = fieldWeight in 778, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.4765 = idf(docFreq=3732, maxDocs=44421)
                0.09375 = fieldNorm(doc=778)
        0.28 = coord(7/25)
    
  4. Everett, D.M.; Cater, S.C.: Topology of document retrieval systems (1992) 0.21
    0.20964682 = sum of:
      0.20964682 = product of:
        0.8735284 = sum of:
          0.022458058 = weight(abstract_txt:system in 3308) [ClassicSimilarity], result of:
            0.022458058 = score(doc=3308,freq=1.0), product of:
              0.060878895 = queryWeight, product of:
                1.0373029 = boost
                3.372775 = idf(docFreq=4140, maxDocs=44421)
                0.017400984 = queryNorm
              0.36889726 = fieldWeight in 3308, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.372775 = idf(docFreq=4140, maxDocs=44421)
                0.109375 = fieldNorm(doc=3308)
          0.057712257 = weight(abstract_txt:performance in 3308) [ClassicSimilarity], result of:
            0.057712257 = score(doc=3308,freq=1.0), product of:
              0.114216976 = queryWeight, product of:
                1.420815 = boost
                4.619759 = idf(docFreq=1189, maxDocs=44421)
                0.017400984 = queryNorm
              0.50528616 = fieldWeight in 3308, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.619759 = idf(docFreq=1189, maxDocs=44421)
                0.109375 = fieldNorm(doc=3308)
          0.0697017 = weight(abstract_txt:systems in 3308) [ClassicSimilarity], result of:
            0.0697017 = score(doc=3308,freq=4.0), product of:
              0.09340955 = queryWeight, product of:
                1.5736693 = boost
                3.411175 = idf(docFreq=3984, maxDocs=44421)
                0.017400984 = queryNorm
              0.74619454 = fieldWeight in 3308, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                3.411175 = idf(docFreq=3984, maxDocs=44421)
                0.109375 = fieldNorm(doc=3308)
          0.27207497 = weight(abstract_txt:probabilistic in 3308) [ClassicSimilarity], result of:
            0.27207497 = score(doc=3308,freq=1.0), product of:
              0.36759937 = queryWeight, product of:
                3.121801 = boost
                6.7669935 = idf(docFreq=138, maxDocs=44421)
                0.017400984 = queryNorm
              0.7401399 = fieldWeight in 3308, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.7669935 = idf(docFreq=138, maxDocs=44421)
                0.109375 = fieldNorm(doc=3308)
          0.25909954 = weight(abstract_txt:document in 3308) [ClassicSimilarity], result of:
            0.25909954 = score(doc=3308,freq=5.0), product of:
              0.2467098 = queryWeight, product of:
                3.3016832 = boost
                4.29415 = idf(docFreq=1647, maxDocs=44421)
                0.017400984 = queryNorm
              1.0502199 = fieldWeight in 3308, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                4.29415 = idf(docFreq=1647, maxDocs=44421)
                0.109375 = fieldNorm(doc=3308)
          0.19248189 = weight(abstract_txt:retrieval in 3308) [ClassicSimilarity], result of:
            0.19248189 = score(doc=3308,freq=5.0), product of:
              0.22638337 = queryWeight, product of:
                3.7422128 = boost
                3.4765 = idf(docFreq=3732, maxDocs=44421)
                0.017400984 = queryNorm
              0.85024744 = fieldWeight in 3308, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                3.4765 = idf(docFreq=3732, maxDocs=44421)
                0.109375 = fieldNorm(doc=3308)
        0.24 = coord(6/25)
    
  5. Witschel, H.F.: Global and local resources for peer-to-peer text retrieval (2008) 0.20
    0.19909146 = sum of:
      0.19909146 = product of:
        0.49772865 = sum of:
          0.02990718 = weight(abstract_txt:unified in 1127) [ClassicSimilarity], result of:
            0.02990718 = score(doc=1127,freq=1.0), product of:
              0.11618881 = queryWeight, product of:
                1.013303 = boost
                6.58948 = idf(docFreq=165, maxDocs=44421)
                0.017400984 = queryNorm
              0.25740156 = fieldWeight in 1127, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.58948 = idf(docFreq=165, maxDocs=44421)
                0.0390625 = fieldNorm(doc=1127)
          0.040647153 = weight(abstract_txt:approaches in 1127) [ClassicSimilarity], result of:
            0.040647153 = score(doc=1127,freq=4.0), product of:
              0.113150746 = queryWeight, product of:
                1.4141676 = boost
                4.5981455 = idf(docFreq=1215, maxDocs=44421)
                0.017400984 = queryNorm
              0.3592301 = fieldWeight in 1127, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                4.5981455 = idf(docFreq=1215, maxDocs=44421)
                0.0390625 = fieldNorm(doc=1127)
          0.02921287 = weight(abstract_txt:models in 1127) [ClassicSimilarity], result of:
            0.02921287 = score(doc=1127,freq=2.0), product of:
              0.11438352 = queryWeight, product of:
                1.4218504 = boost
                4.623126 = idf(docFreq=1185, maxDocs=44421)
                0.017400984 = queryNorm
              0.25539404 = fieldWeight in 1127, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.623126 = idf(docFreq=1185, maxDocs=44421)
                0.0390625 = fieldNorm(doc=1127)
          0.017372001 = weight(abstract_txt:more in 1127) [ClassicSimilarity], result of:
            0.017372001 = score(doc=1127,freq=2.0), product of:
              0.092592895 = queryWeight, product of:
                1.5667751 = boost
                3.3962307 = idf(docFreq=4044, maxDocs=44421)
                0.017400984 = queryNorm
              0.187617 = fieldWeight in 1127, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.3962307 = idf(docFreq=4044, maxDocs=44421)
                0.0390625 = fieldNorm(doc=1127)
          0.012446732 = weight(abstract_txt:systems in 1127) [ClassicSimilarity], result of:
            0.012446732 = score(doc=1127,freq=1.0), product of:
              0.09340955 = queryWeight, product of:
                1.5736693 = boost
                3.411175 = idf(docFreq=3984, maxDocs=44421)
                0.017400984 = queryNorm
              0.13324903 = fieldWeight in 1127, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.411175 = idf(docFreq=3984, maxDocs=44421)
                0.0390625 = fieldNorm(doc=1127)
          0.028704336 = weight(abstract_txt:principles in 1127) [ClassicSimilarity], result of:
            0.028704336 = score(doc=1127,freq=1.0), product of:
              0.14243683 = queryWeight, product of:
                1.5866581 = boost
                5.1589956 = idf(docFreq=693, maxDocs=44421)
                0.017400984 = queryNorm
              0.20152327 = fieldWeight in 1127, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.1589956 = idf(docFreq=693, maxDocs=44421)
                0.0390625 = fieldNorm(doc=1127)
          0.026510794 = weight(abstract_txt:search in 1127) [ClassicSimilarity], result of:
            0.026510794 = score(doc=1127,freq=3.0), product of:
              0.10721671 = queryWeight, product of:
                1.685967 = boost
                3.654598 = idf(docFreq=3123, maxDocs=44421)
                0.017400984 = queryNorm
              0.24726364 = fieldWeight in 1127, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.654598 = idf(docFreq=3123, maxDocs=44421)
                0.0390625 = fieldNorm(doc=1127)
          0.07167773 = weight(abstract_txt:document in 1127) [ClassicSimilarity], result of:
            0.07167773 = score(doc=1127,freq=3.0), product of:
              0.2467098 = queryWeight, product of:
                3.3016832 = boost
                4.29415 = idf(docFreq=1647, maxDocs=44421)
                0.017400984 = queryNorm
              0.2905346 = fieldWeight in 1127, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.29415 = idf(docFreq=1647, maxDocs=44421)
                0.0390625 = fieldNorm(doc=1127)
          0.08133843 = weight(abstract_txt:retrieval in 1127) [ClassicSimilarity], result of:
            0.08133843 = score(doc=1127,freq=7.0), product of:
              0.22638337 = queryWeight, product of:
                3.7422128 = boost
                3.4765 = idf(docFreq=3732, maxDocs=44421)
                0.017400984 = queryNorm
              0.35929507 = fieldWeight in 1127, product of:
                2.6457512 = tf(freq=7.0), with freq of:
                  7.0 = termFreq=7.0
                3.4765 = idf(docFreq=3732, maxDocs=44421)
                0.0390625 = fieldNorm(doc=1127)
          0.15991141 = weight(abstract_txt:associative in 1127) [ClassicSimilarity], result of:
            0.15991141 = score(doc=1127,freq=1.0), product of:
              0.5639669 = queryWeight, product of:
                4.4649234 = boost
                7.2588162 = idf(docFreq=84, maxDocs=44421)
                0.017400984 = queryNorm
              0.28354752 = fieldWeight in 1127, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.2588162 = idf(docFreq=84, maxDocs=44421)
                0.0390625 = fieldNorm(doc=1127)
        0.4 = coord(10/25)