Document (#15570)

Author

Haas, S.W.

Title

Disciplinary variation in automatic sublanguage term identification

Source

Journal of the American Society for Information Science. 48(1997) no.1, S.67-79

Year

1997

Abstract

The research presented here describes a method for automatically idetifying sublanguage (SL) domain terms and revealing the patterns in which they occur in text. By applying this method to abstracts from a variety of disciplines, differences in how SL domain terminology occurs can be discerned. Results of this research have both practical and theoretical implications. These include 1) the identification of patterns of domain term occurrence, 2) a step towar the identification of families of SLs that share term occurrence patterns, 3) a domain term extraction procedure that can exploit the term occurrence patterns, and 4) evidence to support the intuitive notion of a continuum of 'technicality' of disciplines and their SLs. The investigation revealed relatively consistent differences between the hard sciences, such as physics or biology, and the social sciences and humanities, such as history or sociology. The hard sciences tended to have more domain terms, and more of these terms occured in sequences than in the social sciences and humanities. The seed terms used in this research occured adjacent to domain terms more often in the hard sciences than in the social sciences. The extraction process was more successful in the hard science disciplines than in the social sciences, identifying more of the domain terms while extracting fewer general terms

Similar documents (author)

1. Haas, S.W.: ¬A feasibility study of the case hierarchy model for the construction and porting of natural language interfaces (1990) 5.50

   5.504072 = sum of:
     5.504072 = weight(author_txt:haas in 8071) [ClassicSimilarity], result of:
       5.504072 = fieldWeight in 8071, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         8.806516 = idf(docFreq=17, maxDocs=44218)
         0.625 = fieldNorm(doc=8071)
   

2. Haas, S.W.: ¬A text filter for the automatic identification of empirical articles (1996) 5.50

   5.504072 = sum of:
     5.504072 = weight(author_txt:haas in 6798) [ClassicSimilarity], result of:
       5.504072 = fieldWeight in 6798, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         8.806516 = idf(docFreq=17, maxDocs=44218)
         0.625 = fieldNorm(doc=6798)
   

3. Haas, S.W.: Natural language processing : toward large-scale, robust systems (1996) 5.50

   5.504072 = sum of:
     5.504072 = weight(author_txt:haas in 7415) [ClassicSimilarity], result of:
       5.504072 = fieldWeight in 7415, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         8.806516 = idf(docFreq=17, maxDocs=44218)
         0.625 = fieldNorm(doc=7415)
   

4. Haas, S.: Metadata mania : an overview (1998) 5.50

   5.504072 = sum of:
     5.504072 = weight(author_txt:haas in 2222) [ClassicSimilarity], result of:
       5.504072 = fieldWeight in 2222, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         8.806516 = idf(docFreq=17, maxDocs=44218)
         0.625 = fieldNorm(doc=2222)
   

5. Haas, S.W.: Improving the search environment : informed decision making in the search for statistical information (2003) 5.50

   5.504072 = sum of:
     5.504072 = weight(author_txt:haas in 1687) [ClassicSimilarity], result of:
       5.504072 = fieldWeight in 1687, product of:
         1.0 = tf(freq=1.0), with freq of:
           1.0 = termFreq=1.0
         8.806516 = idf(docFreq=17, maxDocs=44218)
         0.625 = fieldNorm(doc=1687)
   

Similar documents (content)

1. Piro, F.N.; Aksnes, D.W.; Roerstad, K.: ¬A macro analysis of productivity differences across fields : challenges in the measurement of scientific publishing (2013) 0.24

   0.24173398 = sum of:
     0.24173398 = product of:
       0.6714833 = sum of:
         0.015946092 = weight(abstract_txt:research in 609) [ClassicSimilarity], result of:
           0.015946092 = score(doc=609,freq=2.0), product of:
             0.056905426 = queryWeight, product of:
               1.2537565 = boost
               3.170338 = idf(docFreq=5046, maxDocs=44218)
               0.014316436 = queryNorm
             0.28022093 = fieldWeight in 609, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.170338 = idf(docFreq=5046, maxDocs=44218)
               0.0625 = fieldNorm(doc=609)
         0.028846394 = weight(abstract_txt:differences in 609) [ClassicSimilarity], result of:
           0.028846394 = score(doc=609,freq=1.0), product of:
             0.092987545 = queryWeight, product of:
               1.3085886 = boost
               4.9634852 = idf(docFreq=839, maxDocs=44218)
               0.014316436 = queryNorm
             0.31021783 = fieldWeight in 609, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.9634852 = idf(docFreq=839, maxDocs=44218)
               0.0625 = fieldNorm(doc=609)
         0.04962875 = weight(abstract_txt:humanities in 609) [ClassicSimilarity], result of:
           0.04962875 = score(doc=609,freq=1.0), product of:
             0.13351169 = queryWeight, product of:
               1.5680157 = boost
               5.947494 = idf(docFreq=313, maxDocs=44218)
               0.014316436 = queryNorm
             0.37171838 = fieldWeight in 609, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.947494 = idf(docFreq=313, maxDocs=44218)
               0.0625 = fieldNorm(doc=609)
         0.077370025 = weight(abstract_txt:disciplines in 609) [ClassicSimilarity], result of:
           0.077370025 = score(doc=609,freq=2.0), product of:
             0.163092 = queryWeight, product of:
               2.1225245 = boost
               5.3671665 = idf(docFreq=560, maxDocs=44218)
               0.014316436 = queryNorm
             0.47439498 = fieldWeight in 609, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.3671665 = idf(docFreq=560, maxDocs=44218)
               0.0625 = fieldNorm(doc=609)
         0.035395954 = weight(abstract_txt:social in 609) [ClassicSimilarity], result of:
           0.035395954 = score(doc=609,freq=1.0), product of:
             0.13427943 = queryWeight, product of:
               2.2238755 = boost
               4.2175875 = idf(docFreq=1770, maxDocs=44218)
               0.014316436 = queryNorm
             0.26359922 = fieldWeight in 609, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.2175875 = idf(docFreq=1770, maxDocs=44218)
               0.0625 = fieldNorm(doc=609)
         0.06939025 = weight(abstract_txt:patterns in 609) [ClassicSimilarity], result of:
           0.06939025 = score(doc=609,freq=1.0), product of:
             0.21033235 = queryWeight, product of:
               2.783292 = boost
               5.2785225 = idf(docFreq=612, maxDocs=44218)
               0.014316436 = queryNorm
             0.32990766 = fieldWeight in 609, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.2785225 = idf(docFreq=612, maxDocs=44218)
               0.0625 = fieldNorm(doc=609)
         0.13397907 = weight(abstract_txt:hard in 609) [ClassicSimilarity], result of:
           0.13397907 = score(doc=609,freq=1.0), product of:
             0.32613572 = queryWeight, product of:
               3.4658115 = boost
               6.572923 = idf(docFreq=167, maxDocs=44218)
               0.014316436 = queryNorm
             0.4108077 = fieldWeight in 609, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.572923 = idf(docFreq=167, maxDocs=44218)
               0.0625 = fieldNorm(doc=609)
         0.054599646 = weight(abstract_txt:terms in 609) [ClassicSimilarity], result of:
           0.054599646 = score(doc=609,freq=1.0), product of:
             0.21602947 = queryWeight, product of:
               3.731481 = boost
               4.0438666 = idf(docFreq=2106, maxDocs=44218)
               0.014316436 = queryNorm
             0.25274166 = fieldWeight in 609, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.0438666 = idf(docFreq=2106, maxDocs=44218)
               0.0625 = fieldNorm(doc=609)
         0.2063271 = weight(abstract_txt:sciences in 609) [ClassicSimilarity], result of:
           0.2063271 = score(doc=609,freq=3.0), product of:
             0.36339885 = queryWeight, product of:
               4.839679 = boost
               5.244838 = idf(docFreq=633, maxDocs=44218)
               0.014316436 = queryNorm
             0.56777036 = fieldWeight in 609, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               5.244838 = idf(docFreq=633, maxDocs=44218)
               0.0625 = fieldNorm(doc=609)
       0.36 = coord(9/25)
   

2. Losee, R.M.; Haas, S.W.: Sublanguage terms : dictionaries, usage, and automatic classification (1995) 0.24

   0.24094224 = sum of:
     0.24094224 = product of:
       1.2047112 = sum of:
         0.05309393 = weight(abstract_txt:social in 2650) [ClassicSimilarity], result of:
           0.05309393 = score(doc=2650,freq=1.0), product of:
             0.13427943 = queryWeight, product of:
               2.2238755 = boost
               4.2175875 = idf(docFreq=1770, maxDocs=44218)
               0.014316436 = queryNorm
             0.39539883 = fieldWeight in 2650, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.2175875 = idf(docFreq=1770, maxDocs=44218)
               0.09375 = fieldNorm(doc=2650)
         0.65614086 = weight(abstract_txt:sublanguage in 2650) [ClassicSimilarity], result of:
           0.65614086 = score(doc=2650,freq=4.0), product of:
             0.35887867 = queryWeight, product of:
               2.570778 = boost
               9.7509775 = idf(docFreq=6, maxDocs=44218)
               0.014316436 = queryNorm
             1.8283083 = fieldWeight in 2650, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               9.7509775 = idf(docFreq=6, maxDocs=44218)
               0.09375 = fieldNorm(doc=2650)
         0.2009686 = weight(abstract_txt:hard in 2650) [ClassicSimilarity], result of:
           0.2009686 = score(doc=2650,freq=1.0), product of:
             0.32613572 = queryWeight, product of:
               3.4658115 = boost
               6.572923 = idf(docFreq=167, maxDocs=44218)
               0.014316436 = queryNorm
             0.61621153 = fieldWeight in 2650, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.572923 = idf(docFreq=167, maxDocs=44218)
               0.09375 = fieldNorm(doc=2650)
         0.11582334 = weight(abstract_txt:terms in 2650) [ClassicSimilarity], result of:
           0.11582334 = score(doc=2650,freq=2.0), product of:
             0.21602947 = queryWeight, product of:
               3.731481 = boost
               4.0438666 = idf(docFreq=2106, maxDocs=44218)
               0.014316436 = queryNorm
             0.53614604 = fieldWeight in 2650, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.0438666 = idf(docFreq=2106, maxDocs=44218)
               0.09375 = fieldNorm(doc=2650)
         0.17868452 = weight(abstract_txt:sciences in 2650) [ClassicSimilarity], result of:
           0.17868452 = score(doc=2650,freq=1.0), product of:
             0.36339885 = queryWeight, product of:
               4.839679 = boost
               5.244838 = idf(docFreq=633, maxDocs=44218)
               0.014316436 = queryNorm
             0.49170357 = fieldWeight in 2650, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.244838 = idf(docFreq=633, maxDocs=44218)
               0.09375 = fieldNorm(doc=2650)
       0.2 = coord(5/25)
   

3. Conde, A.; Larrañaga, M.; Arruarte, A.; Elorriaga, J.A.; Roth, D.: litewi: a combined term extraction and entity linking method for eliciting educational ontologies from textbooks (2016) 0.22

   0.22206075 = sum of:
     0.22206075 = product of:
       0.6168354 = sum of:
         0.02151017 = weight(abstract_txt:method in 2645) [ClassicSimilarity], result of:
           0.02151017 = score(doc=2645,freq=1.0), product of:
             0.07646447 = queryWeight, product of:
               1.1866443 = boost
               4.50095 = idf(docFreq=1333, maxDocs=44218)
               0.014316436 = queryNorm
             0.28130937 = fieldWeight in 2645, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.50095 = idf(docFreq=1333, maxDocs=44218)
               0.0625 = fieldNorm(doc=2645)
         0.0112755895 = weight(abstract_txt:research in 2645) [ClassicSimilarity], result of:
           0.0112755895 = score(doc=2645,freq=1.0), product of:
             0.056905426 = queryWeight, product of:
               1.2537565 = boost
               3.170338 = idf(docFreq=5046, maxDocs=44218)
               0.014316436 = queryNorm
             0.19814612 = fieldWeight in 2645, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.170338 = idf(docFreq=5046, maxDocs=44218)
               0.0625 = fieldNorm(doc=2645)
         0.020910963 = weight(abstract_txt:than in 2645) [ClassicSimilarity], result of:
           0.020910963 = score(doc=2645,freq=1.0), product of:
             0.08589678 = queryWeight, product of:
               1.5403692 = boost
               3.8950868 = idf(docFreq=2444, maxDocs=44218)
               0.014316436 = queryNorm
             0.24344292 = fieldWeight in 2645, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.8950868 = idf(docFreq=2444, maxDocs=44218)
               0.0625 = fieldNorm(doc=2645)
         0.096982025 = weight(abstract_txt:extraction in 2645) [ClassicSimilarity], result of:
           0.096982025 = score(doc=2645,freq=3.0), product of:
             0.1446941 = queryWeight, product of:
               1.6323608 = boost
               6.1915555 = idf(docFreq=245, maxDocs=44218)
               0.014316436 = queryNorm
             0.67025554 = fieldWeight in 2645, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               6.1915555 = idf(docFreq=245, maxDocs=44218)
               0.0625 = fieldNorm(doc=2645)
         0.023222443 = weight(abstract_txt:more in 2645) [ClassicSimilarity], result of:
           0.023222443 = score(doc=2645,freq=1.0), product of:
             0.10921501 = queryWeight, product of:
               2.2423422 = boost
               3.402088 = idf(docFreq=4002, maxDocs=44218)
               0.014316436 = queryNorm
             0.2126305 = fieldWeight in 2645, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.402088 = idf(docFreq=4002, maxDocs=44218)
               0.0625 = fieldNorm(doc=2645)
         0.099912725 = weight(abstract_txt:identification in 2645) [ClassicSimilarity], result of:
           0.099912725 = score(doc=2645,freq=2.0), product of:
             0.19340368 = queryWeight, product of:
               2.311366 = boost
               5.8446846 = idf(docFreq=347, maxDocs=44218)
               0.014316436 = queryNorm
             0.516602 = fieldWeight in 2645, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.8446846 = idf(docFreq=347, maxDocs=44218)
               0.0625 = fieldNorm(doc=2645)
         0.11305314 = weight(abstract_txt:term in 2645) [ClassicSimilarity], result of:
           0.11305314 = score(doc=2645,freq=3.0), product of:
             0.21751629 = queryWeight, product of:
               3.1645112 = boost
               4.8012047 = idf(docFreq=987, maxDocs=44218)
               0.014316436 = queryNorm
             0.51974565 = fieldWeight in 2645, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.8012047 = idf(docFreq=987, maxDocs=44218)
               0.0625 = fieldNorm(doc=2645)
         0.054599646 = weight(abstract_txt:terms in 2645) [ClassicSimilarity], result of:
           0.054599646 = score(doc=2645,freq=1.0), product of:
             0.21602947 = queryWeight, product of:
               3.731481 = boost
               4.0438666 = idf(docFreq=2106, maxDocs=44218)
               0.014316436 = queryNorm
             0.25274166 = fieldWeight in 2645, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.0438666 = idf(docFreq=2106, maxDocs=44218)
               0.0625 = fieldNorm(doc=2645)
         0.1753687 = weight(abstract_txt:domain in 2645) [ClassicSimilarity], result of:
           0.1753687 = score(doc=2645,freq=4.0), product of:
             0.29625645 = queryWeight, product of:
               4.369771 = boost
               4.7355914 = idf(docFreq=1054, maxDocs=44218)
               0.014316436 = queryNorm
             0.5919489 = fieldWeight in 2645, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               4.7355914 = idf(docFreq=1054, maxDocs=44218)
               0.0625 = fieldNorm(doc=2645)
       0.36 = coord(9/25)
   

4. Yang, Y.; Lu, Q.; Zhao, T.: ¬A delimiter-based general approach for Chinese term extraction (2009) 0.18

   0.178731 = sum of:
     0.178731 = product of:
       0.638325 = sum of:
         0.037256707 = weight(abstract_txt:method in 3315) [ClassicSimilarity], result of:
           0.037256707 = score(doc=3315,freq=3.0), product of:
             0.07646447 = queryWeight, product of:
               1.1866443 = boost
               4.50095 = idf(docFreq=1333, maxDocs=44218)
               0.014316436 = queryNorm
             0.4872421 = fieldWeight in 3315, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.50095 = idf(docFreq=1333, maxDocs=44218)
               0.0625 = fieldNorm(doc=3315)
         0.029572567 = weight(abstract_txt:than in 3315) [ClassicSimilarity], result of:
           0.029572567 = score(doc=3315,freq=2.0), product of:
             0.08589678 = queryWeight, product of:
               1.5403692 = boost
               3.8950868 = idf(docFreq=2444, maxDocs=44218)
               0.014316436 = queryNorm
             0.34428027 = fieldWeight in 3315, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.8950868 = idf(docFreq=2444, maxDocs=44218)
               0.0625 = fieldNorm(doc=3315)
         0.07918549 = weight(abstract_txt:extraction in 3315) [ClassicSimilarity], result of:
           0.07918549 = score(doc=3315,freq=2.0), product of:
             0.1446941 = queryWeight, product of:
               1.6323608 = boost
               6.1915555 = idf(docFreq=245, maxDocs=44218)
               0.014316436 = queryNorm
             0.54726136 = fieldWeight in 3315, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               6.1915555 = idf(docFreq=245, maxDocs=44218)
               0.0625 = fieldNorm(doc=3315)
         0.023222443 = weight(abstract_txt:more in 3315) [ClassicSimilarity], result of:
           0.023222443 = score(doc=3315,freq=1.0), product of:
             0.10921501 = queryWeight, product of:
               2.2423422 = boost
               3.402088 = idf(docFreq=4002, maxDocs=44218)
               0.014316436 = queryNorm
             0.2126305 = fieldWeight in 3315, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.402088 = idf(docFreq=4002, maxDocs=44218)
               0.0625 = fieldNorm(doc=3315)
         0.1598813 = weight(abstract_txt:term in 3315) [ClassicSimilarity], result of:
           0.1598813 = score(doc=3315,freq=6.0), product of:
             0.21751629 = queryWeight, product of:
               3.1645112 = boost
               4.8012047 = idf(docFreq=987, maxDocs=44218)
               0.014316436 = queryNorm
             0.73503137 = fieldWeight in 3315, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               4.8012047 = idf(docFreq=987, maxDocs=44218)
               0.0625 = fieldNorm(doc=3315)
         0.07721556 = weight(abstract_txt:terms in 3315) [ClassicSimilarity], result of:
           0.07721556 = score(doc=3315,freq=2.0), product of:
             0.21602947 = queryWeight, product of:
               3.731481 = boost
               4.0438666 = idf(docFreq=2106, maxDocs=44218)
               0.014316436 = queryNorm
             0.3574307 = fieldWeight in 3315, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.0438666 = idf(docFreq=2106, maxDocs=44218)
               0.0625 = fieldNorm(doc=3315)
         0.23199096 = weight(abstract_txt:domain in 3315) [ClassicSimilarity], result of:
           0.23199096 = score(doc=3315,freq=7.0), product of:
             0.29625645 = queryWeight, product of:
               4.369771 = boost
               4.7355914 = idf(docFreq=1054, maxDocs=44218)
               0.014316436 = queryNorm
             0.7830748 = fieldWeight in 3315, product of:
               2.6457512 = tf(freq=7.0), with freq of:
                 7.0 = termFreq=7.0
               4.7355914 = idf(docFreq=1054, maxDocs=44218)
               0.0625 = fieldNorm(doc=3315)
       0.28 = coord(7/25)
   

5. Mohammadi , E.; Thelwall, M.: Mendeley readership altmetrics for the social sciences and humanities : research evaluation and knowledge flows (2014) 0.18

   0.17700212 = sum of:
     0.17700212 = product of:
       0.55313164 = sum of:
         0.015946092 = weight(abstract_txt:research in 2190) [ClassicSimilarity], result of:
           0.015946092 = score(doc=2190,freq=2.0), product of:
             0.056905426 = queryWeight, product of:
               1.2537565 = boost
               3.170338 = idf(docFreq=5046, maxDocs=44218)
               0.014316436 = queryNorm
             0.28022093 = fieldWeight in 2190, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.170338 = idf(docFreq=5046, maxDocs=44218)
               0.0625 = fieldNorm(doc=2190)
         0.028846394 = weight(abstract_txt:differences in 2190) [ClassicSimilarity], result of:
           0.028846394 = score(doc=2190,freq=1.0), product of:
             0.092987545 = queryWeight, product of:
               1.3085886 = boost
               4.9634852 = idf(docFreq=839, maxDocs=44218)
               0.014316436 = queryNorm
             0.31021783 = fieldWeight in 2190, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.9634852 = idf(docFreq=839, maxDocs=44218)
               0.0625 = fieldNorm(doc=2190)
         0.029572567 = weight(abstract_txt:than in 2190) [ClassicSimilarity], result of:
           0.029572567 = score(doc=2190,freq=2.0), product of:
             0.08589678 = queryWeight, product of:
               1.5403692 = boost
               3.8950868 = idf(docFreq=2444, maxDocs=44218)
               0.014316436 = queryNorm
             0.34428027 = fieldWeight in 2190, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.8950868 = idf(docFreq=2444, maxDocs=44218)
               0.0625 = fieldNorm(doc=2190)
         0.070185654 = weight(abstract_txt:humanities in 2190) [ClassicSimilarity], result of:
           0.070185654 = score(doc=2190,freq=2.0), product of:
             0.13351169 = queryWeight, product of:
               1.5680157 = boost
               5.947494 = idf(docFreq=313, maxDocs=44218)
               0.014316436 = queryNorm
             0.5256892 = fieldWeight in 2190, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.947494 = idf(docFreq=313, maxDocs=44218)
               0.0625 = fieldNorm(doc=2190)
         0.109417744 = weight(abstract_txt:disciplines in 2190) [ClassicSimilarity], result of:
           0.109417744 = score(doc=2190,freq=4.0), product of:
             0.163092 = queryWeight, product of:
               2.1225245 = boost
               5.3671665 = idf(docFreq=560, maxDocs=44218)
               0.014316436 = queryNorm
             0.6708958 = fieldWeight in 2190, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               5.3671665 = idf(docFreq=560, maxDocs=44218)
               0.0625 = fieldNorm(doc=2190)
         0.061307587 = weight(abstract_txt:social in 2190) [ClassicSimilarity], result of:
           0.061307587 = score(doc=2190,freq=3.0), product of:
             0.13427943 = queryWeight, product of:
               2.2238755 = boost
               4.2175875 = idf(docFreq=1770, maxDocs=44218)
               0.014316436 = queryNorm
             0.45656723 = fieldWeight in 2190, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.2175875 = idf(docFreq=1770, maxDocs=44218)
               0.0625 = fieldNorm(doc=2190)
         0.06939025 = weight(abstract_txt:patterns in 2190) [ClassicSimilarity], result of:
           0.06939025 = score(doc=2190,freq=1.0), product of:
             0.21033235 = queryWeight, product of:
               2.783292 = boost
               5.2785225 = idf(docFreq=612, maxDocs=44218)
               0.014316436 = queryNorm
             0.32990766 = fieldWeight in 2190, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.2785225 = idf(docFreq=612, maxDocs=44218)
               0.0625 = fieldNorm(doc=2190)
         0.16846538 = weight(abstract_txt:sciences in 2190) [ClassicSimilarity], result of:
           0.16846538 = score(doc=2190,freq=2.0), product of:
             0.36339885 = queryWeight, product of:
               4.839679 = boost
               5.244838 = idf(docFreq=633, maxDocs=44218)
               0.014316436 = queryNorm
             0.46358258 = fieldWeight in 2190, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.244838 = idf(docFreq=633, maxDocs=44218)
               0.0625 = fieldNorm(doc=2190)
       0.32 = coord(8/25)