Document (#42800)

Author
Hyvönen, E.
Leskinen, P.
Tamper, M.
Keravuori, K.
Rantala, H.
Ikkala, E.
Tuominen, J.
Title
BiographySampo - publishing and enriching biographies on the Semantic Web for digital humanities research
Source
¬The Semantic Web. ESWC 2019 Satellite Events, ESWC 2019 Satellite Events, Portoroz, Slovenia, June 2-6, 2019, Revised Selected Papers
Imprint
Cham : Springer
Year
2019
Pages
S.574-589
Series
Lecture notes in computer science; vol.11503
Abstract
This paper argues for making a paradigm shift in publishing and using biographical dictionaries on the web, based on Linked Data. The idea is to provide the user with enhanced reading experience of biographies by enriching contents with data linking and reasoning. In addition, versatile tooling for 1) biographical research of individual persons as well as for 2) prosopographical research on groups of people are provided. To demonstrate and evaluate the new possibilities,we present the semantic portal "BiographySampo - Finnish Biographies on theSemantic Web". The system is based on a knowledge graph extracted automatically from a collection of 13.100 textual biographies, enriched with data linking to 16 external data sources, and by harvesting external collection data from libraries, museums, and archives. The portal was released in September 2018 for free public use at: http://biografiasampo.fi.
Content
Vgl.: https://www.researchgate.net/publication/333367874_BiographySampo_-_Publishing_and_Enriching_Biographies_on_the_Semantic_Web_for_Digital_Humanities_Research. DOI: 10.1007/978-3-030-21348-0_37 (https://link.springer.com/chapter/10.1007/978-3-030-21348-0_37).
Footnote
Volltext unter: hyvonen-et-al-eswc-2019.pdf.
Theme
Semantic Web
Form
Biografien
Object
BiographySampo

Similar documents (author)

  1. Tuominen, K.: Modernin ihmiskuva tiedonhankintatutkimuksessa : esimerkkitapauksena Carol C. Kuhlthaun konstruktistinen tiedonhankinnan teoria (1995) 2.15
    2.1511981 = sum of:
      2.1511981 = product of:
        4.3023963 = sum of:
          4.3023963 = weight(author_txt:tuominen in 3668) [ClassicSimilarity], result of:
            4.3023963 = score(doc=3668,freq=1.0), product of:
              0.7157653 = queryWeight, product of:
                1.0123987 = boost
                9.617446 = idf(docFreq=7, maxDocs=44218)
                0.07351218 = queryNorm
              6.010904 = fieldWeight in 3668, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                9.617446 = idf(docFreq=7, maxDocs=44218)
                0.625 = fieldNorm(doc=3668)
        0.5 = coord(1/2)
    
  2. Tuominen, K.: Yksilo tiedonhankkijana : sense-making -teorian nakokulma tiedonhankintaprosessiin (1994) 2.15
    2.1511981 = sum of:
      2.1511981 = product of:
        4.3023963 = sum of:
          4.3023963 = weight(author_txt:tuominen in 3669) [ClassicSimilarity], result of:
            4.3023963 = score(doc=3669,freq=1.0), product of:
              0.7157653 = queryWeight, product of:
                1.0123987 = boost
                9.617446 = idf(docFreq=7, maxDocs=44218)
                0.07351218 = queryNorm
              6.010904 = fieldWeight in 3669, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                9.617446 = idf(docFreq=7, maxDocs=44218)
                0.625 = fieldNorm(doc=3669)
        0.5 = coord(1/2)
    
  3. Tuominen, K.: User centered discourse : an analysis of the subject positions of the user and the librarian (1997) 2.15
    2.1511981 = sum of:
      2.1511981 = product of:
        4.3023963 = sum of:
          4.3023963 = weight(author_txt:tuominen in 1016) [ClassicSimilarity], result of:
            4.3023963 = score(doc=1016,freq=1.0), product of:
              0.7157653 = queryWeight, product of:
                1.0123987 = boost
                9.617446 = idf(docFreq=7, maxDocs=44218)
                0.07351218 = queryNorm
              6.010904 = fieldWeight in 1016, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                9.617446 = idf(docFreq=7, maxDocs=44218)
                0.625 = fieldNorm(doc=1016)
        0.5 = coord(1/2)
    
  4. Koho, M.; Burrows, T.; Hyvönen, E.; Ikkala, E.; Page, K.; Ransom, L.; Tuominen, J.; Emery, D.; Fraas, M.; Heller, B.; Lewis, D.; Morrison, A.; Porte, G.; Thomson, E.; Velios, A.; Wijsman, H.: Harmonizing and publishing heterogeneous premodern manuscript metadata as Linked Open Data (2022) 2.11
    2.112162 = sum of:
      2.112162 = sum of:
        1.0365629 = weight(author_txt:hyvönen in 466) [ClassicSimilarity], result of:
          1.0365629 = score(doc=466,freq=1.0), product of:
            0.6983409 = queryWeight, product of:
              9.499662 = idf(docFreq=8, maxDocs=44218)
              0.07351218 = queryNorm
            1.4843223 = fieldWeight in 466, product of:
              1.0 = tf(freq=1.0), with freq of:
                1.0 = termFreq=1.0
              9.499662 = idf(docFreq=8, maxDocs=44218)
              0.15625 = fieldNorm(doc=466)
        1.0755991 = weight(author_txt:tuominen in 466) [ClassicSimilarity], result of:
          1.0755991 = score(doc=466,freq=1.0), product of:
            0.7157653 = queryWeight, product of:
              1.0123987 = boost
              9.617446 = idf(docFreq=7, maxDocs=44218)
              0.07351218 = queryNorm
            1.502726 = fieldWeight in 466, product of:
              1.0 = tf(freq=1.0), with freq of:
                1.0 = termFreq=1.0
              9.617446 = idf(docFreq=7, maxDocs=44218)
              0.15625 = fieldNorm(doc=466)
    
  5. Tuominen, K.; Savolainen, R.: ¬A social constructionist approach to the study of information use as discursive action (1997) 1.72
    1.7209585 = sum of:
      1.7209585 = product of:
        3.441917 = sum of:
          3.441917 = weight(author_txt:tuominen in 304) [ClassicSimilarity], result of:
            3.441917 = score(doc=304,freq=1.0), product of:
              0.7157653 = queryWeight, product of:
                1.0123987 = boost
                9.617446 = idf(docFreq=7, maxDocs=44218)
                0.07351218 = queryNorm
              4.808723 = fieldWeight in 304, 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=304)
        0.5 = coord(1/2)
    

Similar documents (content)

  1. Leskinen, P.; Hyvönen, E.: Extracting genealogical networks of linked data from biographical texts (2019) 0.41
    0.41416916 = sum of:
      0.41416916 = product of:
        1.4791756 = sum of:
          0.079932764 = weight(abstract_txt:persons in 5798) [ClassicSimilarity], result of:
            0.079932764 = score(doc=5798,freq=1.0), product of:
              0.105514355 = queryWeight, product of:
                1.0858215 = boost
                6.926203 = idf(docFreq=117, maxDocs=44218)
                0.014030008 = queryNorm
              0.75755346 = fieldWeight in 5798, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.926203 = idf(docFreq=117, maxDocs=44218)
                0.109375 = fieldNorm(doc=5798)
          0.11263514 = weight(abstract_txt:finnish in 5798) [ClassicSimilarity], result of:
            0.11263514 = score(doc=5798,freq=1.0), product of:
              0.13262059 = queryWeight, product of:
                1.2173295 = boost
                7.7650614 = idf(docFreq=50, maxDocs=44218)
                0.014030008 = queryNorm
              0.8493036 = fieldWeight in 5798, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.7650614 = idf(docFreq=50, maxDocs=44218)
                0.109375 = fieldNorm(doc=5798)
          0.060948882 = weight(abstract_txt:semantic in 5798) [ClassicSimilarity], result of:
            0.060948882 = score(doc=5798,freq=2.0), product of:
              0.08806544 = queryWeight, product of:
                1.4028797 = boost
                4.4743214 = idf(docFreq=1369, maxDocs=44218)
                0.014030008 = queryNorm
              0.6920863 = fieldWeight in 5798, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.4743214 = idf(docFreq=1369, maxDocs=44218)
                0.109375 = fieldNorm(doc=5798)
          0.048329018 = weight(abstract_txt:collection in 5798) [ClassicSimilarity], result of:
            0.048329018 = score(doc=5798,freq=1.0), product of:
              0.095055446 = queryWeight, product of:
                1.457492 = boost
                4.648501 = idf(docFreq=1150, maxDocs=44218)
                0.014030008 = queryNorm
              0.50842977 = fieldWeight in 5798, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.648501 = idf(docFreq=1150, maxDocs=44218)
                0.109375 = fieldNorm(doc=5798)
          0.13271269 = weight(abstract_txt:portal in 5798) [ClassicSimilarity], result of:
            0.13271269 = score(doc=5798,freq=1.0), product of:
              0.18640032 = queryWeight, product of:
                2.0409906 = boost
                6.5095015 = idf(docFreq=178, maxDocs=44218)
                0.014030008 = queryNorm
              0.7119767 = fieldWeight in 5798, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.5095015 = idf(docFreq=178, maxDocs=44218)
                0.109375 = fieldNorm(doc=5798)
          0.07737199 = weight(abstract_txt:data in 5798) [ClassicSimilarity], result of:
            0.07737199 = score(doc=5798,freq=3.0), product of:
              0.12241477 = queryWeight, product of:
                2.6151981 = boost
                3.3363478 = idf(docFreq=4274, maxDocs=44218)
                0.014030008 = queryNorm
              0.6320479 = fieldWeight in 5798, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.3363478 = idf(docFreq=4274, maxDocs=44218)
                0.109375 = fieldNorm(doc=5798)
          0.967245 = weight(abstract_txt:biographies in 5798) [ClassicSimilarity], result of:
            0.967245 = score(doc=5798,freq=2.0), product of:
              0.7006955 = queryWeight, product of:
                5.596253 = boost
                8.924298 = idf(docFreq=15, maxDocs=44218)
                0.014030008 = queryNorm
              1.380407 = fieldWeight in 5798, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.924298 = idf(docFreq=15, maxDocs=44218)
                0.109375 = fieldNorm(doc=5798)
        0.28 = coord(7/25)
    
  2. Chen, S.-J.: Semantic enrichment of linked personal authority data : a case study of elites in late imperial China (2019) 0.30
    0.29743856 = sum of:
      0.29743856 = product of:
        0.9294956 = sum of:
          0.035678893 = weight(abstract_txt:reasoning in 5642) [ClassicSimilarity], result of:
            0.035678893 = score(doc=5642,freq=1.0), product of:
              0.08949415 = queryWeight, product of:
                6.378767 = idf(docFreq=203, maxDocs=44218)
                0.014030008 = queryNorm
              0.39867294 = fieldWeight in 5642, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.378767 = idf(docFreq=203, maxDocs=44218)
                0.0625 = fieldNorm(doc=5642)
          0.009110004 = weight(abstract_txt:with in 5642) [ClassicSimilarity], result of:
            0.009110004 = score(doc=5642,freq=2.0), product of:
              0.041231565 = queryWeight, product of:
                1.1756505 = boost
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.014030008 = queryNorm
              0.22094731 = fieldWeight in 5642, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.0625 = fieldNorm(doc=5642)
          0.049254134 = weight(abstract_txt:semantic in 5642) [ClassicSimilarity], result of:
            0.049254134 = score(doc=5642,freq=4.0), product of:
              0.08806544 = queryWeight, product of:
                1.4028797 = boost
                4.4743214 = idf(docFreq=1369, maxDocs=44218)
                0.014030008 = queryNorm
              0.5592902 = fieldWeight in 5642, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                4.4743214 = idf(docFreq=1369, maxDocs=44218)
                0.0625 = fieldNorm(doc=5642)
          0.062131975 = weight(abstract_txt:linking in 5642) [ClassicSimilarity], result of:
            0.062131975 = score(doc=5642,freq=1.0), product of:
              0.16320764 = queryWeight, product of:
                1.9098 = boost
                6.091085 = idf(docFreq=271, maxDocs=44218)
                0.014030008 = queryNorm
              0.3806928 = fieldWeight in 5642, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.091085 = idf(docFreq=271, maxDocs=44218)
                0.0625 = fieldNorm(doc=5642)
          0.062817074 = weight(abstract_txt:external in 5642) [ClassicSimilarity], result of:
            0.062817074 = score(doc=5642,freq=1.0), product of:
              0.16440518 = queryWeight, product of:
                1.916794 = boost
                6.113391 = idf(docFreq=265, maxDocs=44218)
                0.014030008 = queryNorm
              0.38208693 = fieldWeight in 5642, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.113391 = idf(docFreq=265, maxDocs=44218)
                0.0625 = fieldNorm(doc=5642)
          0.26259932 = weight(abstract_txt:enriching in 5642) [ClassicSimilarity], result of:
            0.26259932 = score(doc=5642,freq=3.0), product of:
              0.29581422 = queryWeight, product of:
                2.5711486 = boost
                8.200379 = idf(docFreq=32, maxDocs=44218)
                0.014030008 = queryNorm
              0.88771707 = fieldWeight in 5642, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                8.200379 = idf(docFreq=32, maxDocs=44218)
                0.0625 = fieldNorm(doc=5642)
          0.057078183 = weight(abstract_txt:data in 5642) [ClassicSimilarity], result of:
            0.057078183 = score(doc=5642,freq=5.0), product of:
              0.12241477 = queryWeight, product of:
                2.6151981 = boost
                3.3363478 = idf(docFreq=4274, maxDocs=44218)
                0.014030008 = queryNorm
              0.46626878 = fieldWeight in 5642, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                3.3363478 = idf(docFreq=4274, maxDocs=44218)
                0.0625 = fieldNorm(doc=5642)
          0.390826 = weight(abstract_txt:biographies in 5642) [ClassicSimilarity], result of:
            0.390826 = score(doc=5642,freq=1.0), product of:
              0.7006955 = queryWeight, product of:
                5.596253 = boost
                8.924298 = idf(docFreq=15, maxDocs=44218)
                0.014030008 = queryNorm
              0.55776864 = fieldWeight in 5642, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.924298 = idf(docFreq=15, maxDocs=44218)
                0.0625 = fieldNorm(doc=5642)
        0.32 = coord(8/25)
    
  3. Lindquist, T.; Dulock, M.; Törnroos, J.; Hyvönen, E.; Mäkelä, E.: Using linked open data to enhance subject access in online primary sources (2013) 0.12
    0.12129578 = sum of:
      0.12129578 = product of:
        0.5053991 = sum of:
          0.013665005 = weight(abstract_txt:with in 1947) [ClassicSimilarity], result of:
            0.013665005 = score(doc=1947,freq=2.0), product of:
              0.041231565 = queryWeight, product of:
                1.1756505 = boost
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.014030008 = queryNorm
              0.33142096 = fieldWeight in 1947, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.09375 = fieldNorm(doc=1947)
          0.0369406 = weight(abstract_txt:semantic in 1947) [ClassicSimilarity], result of:
            0.0369406 = score(doc=1947,freq=1.0), product of:
              0.08806544 = queryWeight, product of:
                1.4028797 = boost
                4.4743214 = idf(docFreq=1369, maxDocs=44218)
                0.014030008 = queryNorm
              0.41946763 = fieldWeight in 1947, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.4743214 = idf(docFreq=1369, maxDocs=44218)
                0.09375 = fieldNorm(doc=1947)
          0.041424874 = weight(abstract_txt:collection in 1947) [ClassicSimilarity], result of:
            0.041424874 = score(doc=1947,freq=1.0), product of:
              0.095055446 = queryWeight, product of:
                1.457492 = boost
                4.648501 = idf(docFreq=1150, maxDocs=44218)
                0.014030008 = queryNorm
              0.43579698 = fieldWeight in 1947, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.648501 = idf(docFreq=1150, maxDocs=44218)
                0.09375 = fieldNorm(doc=1947)
          0.13180181 = weight(abstract_txt:linking in 1947) [ClassicSimilarity], result of:
            0.13180181 = score(doc=1947,freq=2.0), product of:
              0.16320764 = queryWeight, product of:
                1.9098 = boost
                6.091085 = idf(docFreq=271, maxDocs=44218)
                0.014030008 = queryNorm
              0.8075714 = fieldWeight in 1947, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.091085 = idf(docFreq=271, maxDocs=44218)
                0.09375 = fieldNorm(doc=1947)
          0.2274177 = weight(abstract_txt:enriching in 1947) [ClassicSimilarity], result of:
            0.2274177 = score(doc=1947,freq=1.0), product of:
              0.29581422 = queryWeight, product of:
                2.5711486 = boost
                8.200379 = idf(docFreq=32, maxDocs=44218)
                0.014030008 = queryNorm
              0.7687856 = fieldWeight in 1947, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.200379 = idf(docFreq=32, maxDocs=44218)
                0.09375 = fieldNorm(doc=1947)
          0.05414912 = weight(abstract_txt:data in 1947) [ClassicSimilarity], result of:
            0.05414912 = score(doc=1947,freq=2.0), product of:
              0.12241477 = queryWeight, product of:
                2.6151981 = boost
                3.3363478 = idf(docFreq=4274, maxDocs=44218)
                0.014030008 = queryNorm
              0.44234142 = fieldWeight in 1947, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.3363478 = idf(docFreq=4274, maxDocs=44218)
                0.09375 = fieldNorm(doc=1947)
        0.24 = coord(6/25)
    
  4. Alemu, G.: ¬A theory of metadata enriching and filtering (2016) 0.12
    0.11569361 = sum of:
      0.11569361 = product of:
        0.4820567 = sum of:
          0.06493804 = weight(abstract_txt:enriched in 5068) [ClassicSimilarity], result of:
            0.06493804 = score(doc=5068,freq=2.0), product of:
              0.1157456 = queryWeight, product of:
                1.1372473 = boost
                7.2542357 = idf(docFreq=84, maxDocs=44218)
                0.014030008 = queryNorm
              0.5610411 = fieldWeight in 5068, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                7.2542357 = idf(docFreq=84, maxDocs=44218)
                0.0546875 = fieldNorm(doc=5068)
          0.009762751 = weight(abstract_txt:with in 5068) [ClassicSimilarity], result of:
            0.009762751 = score(doc=5068,freq=3.0), product of:
              0.041231565 = queryWeight, product of:
                1.1756505 = boost
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.014030008 = queryNorm
              0.23677856 = fieldWeight in 5068, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.0546875 = fieldNorm(doc=5068)
          0.011498659 = weight(abstract_txt:research in 5068) [ClassicSimilarity], result of:
            0.011498659 = score(doc=5068,freq=1.0), product of:
              0.06632138 = queryWeight, product of:
                1.4910427 = boost
                3.170338 = idf(docFreq=5046, maxDocs=44218)
                0.014030008 = queryNorm
              0.17337786 = fieldWeight in 5068, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.170338 = idf(docFreq=5046, maxDocs=44218)
                0.0546875 = fieldNorm(doc=5068)
          0.0768844 = weight(abstract_txt:linking in 5068) [ClassicSimilarity], result of:
            0.0768844 = score(doc=5068,freq=2.0), product of:
              0.16320764 = queryWeight, product of:
                1.9098 = boost
                6.091085 = idf(docFreq=271, maxDocs=44218)
                0.014030008 = queryNorm
              0.4710833 = fieldWeight in 5068, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.091085 = idf(docFreq=271, maxDocs=44218)
                0.0546875 = fieldNorm(doc=5068)
          0.29663748 = weight(abstract_txt:enriching in 5068) [ClassicSimilarity], result of:
            0.29663748 = score(doc=5068,freq=5.0), product of:
              0.29581422 = queryWeight, product of:
                2.5711486 = boost
                8.200379 = idf(docFreq=32, maxDocs=44218)
                0.014030008 = queryNorm
              1.0027831 = fieldWeight in 5068, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                8.200379 = idf(docFreq=32, maxDocs=44218)
                0.0546875 = fieldNorm(doc=5068)
          0.022335373 = weight(abstract_txt:data in 5068) [ClassicSimilarity], result of:
            0.022335373 = score(doc=5068,freq=1.0), product of:
              0.12241477 = queryWeight, product of:
                2.6151981 = boost
                3.3363478 = idf(docFreq=4274, maxDocs=44218)
                0.014030008 = queryNorm
              0.18245652 = fieldWeight in 5068, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.3363478 = idf(docFreq=4274, maxDocs=44218)
                0.0546875 = fieldNorm(doc=5068)
        0.24 = coord(6/25)
    
  5. Gracy, K.F.: Enriching and enhancing moving images with Linked Data : an exploration in the alignment of metadata models (2018) 0.11
    0.111882694 = sum of:
      0.111882694 = product of:
        0.34963343 = sum of:
          0.031484008 = weight(abstract_txt:museums in 4200) [ClassicSimilarity], result of:
            0.031484008 = score(doc=4200,freq=1.0), product of:
              0.09974081 = queryWeight, product of:
                1.0556966 = boost
                6.7340426 = idf(docFreq=142, maxDocs=44218)
                0.014030008 = queryNorm
              0.31565824 = fieldWeight in 4200, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.7340426 = idf(docFreq=142, maxDocs=44218)
                0.046875 = fieldNorm(doc=4200)
          0.0393584 = weight(abstract_txt:enriched in 4200) [ClassicSimilarity], result of:
            0.0393584 = score(doc=4200,freq=1.0), product of:
              0.1157456 = queryWeight, product of:
                1.1372473 = boost
                7.2542357 = idf(docFreq=84, maxDocs=44218)
                0.014030008 = queryNorm
              0.3400423 = fieldWeight in 4200, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.2542357 = idf(docFreq=84, maxDocs=44218)
                0.046875 = fieldNorm(doc=4200)
          0.008368072 = weight(abstract_txt:with in 4200) [ClassicSimilarity], result of:
            0.008368072 = score(doc=4200,freq=3.0), product of:
              0.041231565 = queryWeight, product of:
                1.1756505 = boost
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.014030008 = queryNorm
              0.20295306 = fieldWeight in 4200, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                2.4997334 = idf(docFreq=9868, maxDocs=44218)
                0.046875 = fieldNorm(doc=4200)
          0.026120948 = weight(abstract_txt:semantic in 4200) [ClassicSimilarity], result of:
            0.026120948 = score(doc=4200,freq=2.0), product of:
              0.08806544 = queryWeight, product of:
                1.4028797 = boost
                4.4743214 = idf(docFreq=1369, maxDocs=44218)
                0.014030008 = queryNorm
              0.2966084 = fieldWeight in 4200, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.4743214 = idf(docFreq=1369, maxDocs=44218)
                0.046875 = fieldNorm(doc=4200)
          0.01707108 = weight(abstract_txt:research in 4200) [ClassicSimilarity], result of:
            0.01707108 = score(doc=4200,freq=3.0), product of:
              0.06632138 = queryWeight, product of:
                1.4910427 = boost
                3.170338 = idf(docFreq=5046, maxDocs=44218)
                0.014030008 = queryNorm
              0.25739935 = fieldWeight in 4200, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.170338 = idf(docFreq=5046, maxDocs=44218)
                0.046875 = fieldNorm(doc=4200)
          0.06662756 = weight(abstract_txt:external in 4200) [ClassicSimilarity], result of:
            0.06662756 = score(doc=4200,freq=2.0), product of:
              0.16440518 = queryWeight, product of:
                1.916794 = boost
                6.113391 = idf(docFreq=265, maxDocs=44218)
                0.014030008 = queryNorm
              0.40526438 = fieldWeight in 4200, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.113391 = idf(docFreq=265, maxDocs=44218)
                0.046875 = fieldNorm(doc=4200)
          0.11370885 = weight(abstract_txt:enriching in 4200) [ClassicSimilarity], result of:
            0.11370885 = score(doc=4200,freq=1.0), product of:
              0.29581422 = queryWeight, product of:
                2.5711486 = boost
                8.200379 = idf(docFreq=32, maxDocs=44218)
                0.014030008 = queryNorm
              0.3843928 = fieldWeight in 4200, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.200379 = idf(docFreq=32, maxDocs=44218)
                0.046875 = fieldNorm(doc=4200)
          0.046894513 = weight(abstract_txt:data in 4200) [ClassicSimilarity], result of:
            0.046894513 = score(doc=4200,freq=6.0), product of:
              0.12241477 = queryWeight, product of:
                2.6151981 = boost
                3.3363478 = idf(docFreq=4274, maxDocs=44218)
                0.014030008 = queryNorm
              0.3830789 = fieldWeight in 4200, product of:
                2.4494898 = tf(freq=6.0), with freq of:
                  6.0 = termFreq=6.0
                3.3363478 = idf(docFreq=4274, maxDocs=44218)
                0.046875 = fieldNorm(doc=4200)
        0.32 = coord(8/25)