Document (#42799)

Author
Leskinen, P.
Hyvönen, E.
Title
Extracting genealogical networks of linked data from biographical texts
Source
¬The Semantic Web: ESWC 2019 Satellite Events. ESWC 2019. Ed.: P. Hitzler et al
Imprint
Cham : Springer
Year
2019
Pages
S.121-125
Series
Lecture notes in computer science; vol.11762
Abstract
This paper presents the idea and our work of extracting and reassembling a genealogical network automatically from a collection of biographies. The network can be used as a tool for network analysis of historical persons. The data has been published as Linked Data and as an interactive online service as part of the in-use data service and semantic portal BiographySampo - Finnish Biographies on the Semantic Web.
Content
Vgl.: https://www.researchgate.net/publication/336907701_Extracting_Genealogical_Networks_of_Linked_Data_from_Biographical_Texts. DOI: 10.1007%2F978-3-030-32327-1_24 (https://link.springer.com/chapter/10.1007%2F978-3-030-32327-1_24).
Footnote
Volltext unter: leskinen-hyvonen-genealogy-short-2019.pdf.
Theme
Semantic Web
Form
Biografien
Object
BiographySampo

Similar documents (author)

  1. Suominen, O.; Hyvönen, N.: From MARC silos to Linked Data silos? (2017) 4.75 
    4.7521214 = sum of:
  4.7521214 = weight(author_txt:hyvönen in 4732) [ClassicSimilarity], result of:
    4.7521214 = fieldWeight in 4732, product of:
      1.0 = tf(freq=1.0), with freq of:
        1.0 = termFreq=1.0
      9.504243 = idf(docFreq=8, maxDocs=44421)
      0.5 = fieldNorm(doc=4732)
  2. Mäkelä, E.; Hyvönen, E.; Ruotsalo, T.: How to deal with massively heterogeneous cultural heritage data : lessons learned in CultureSampo (2012) 3.56 
    3.5640912 = sum of:
  3.5640912 = weight(author_txt:hyvönen in 4263) [ClassicSimilarity], result of:
    3.5640912 = fieldWeight in 4263, product of:
      1.0 = tf(freq=1.0), with freq of:
        1.0 = termFreq=1.0
      9.504243 = idf(docFreq=8, maxDocs=44421)
      0.375 = fieldNorm(doc=4263)
  3. Lindquist, T.; Dulock, M.; Törnroos, J.; Hyvönen, E.; Mäkelä, E.: Using linked open data to enhance subject access in online primary sources (2013) 2.97 
    2.9700758 = sum of:
  2.9700758 = weight(author_txt:hyvönen in 2947) [ClassicSimilarity], result of:
    2.9700758 = fieldWeight in 2947, product of:
      1.0 = tf(freq=1.0), with freq of:
        1.0 = termFreq=1.0
      9.504243 = idf(docFreq=8, maxDocs=44421)
      0.3125 = fieldNorm(doc=2947)
  4. Mäkelä, E.; Hyvönen, E.; Saarela, S.; Vilfanen, K.: Application of ontology techniques to view-based semantic serach and browsing (2012) 2.97 
    2.9700758 = sum of:
  2.9700758 = weight(author_txt:hyvönen in 4264) [ClassicSimilarity], result of:
    2.9700758 = fieldWeight in 4264, product of:
      1.0 = tf(freq=1.0), with freq of:
        1.0 = termFreq=1.0
      9.504243 = idf(docFreq=8, maxDocs=44421)
      0.3125 = fieldNorm(doc=4264)
  5. Hyvönen, E.; Leskinen, P.; Tamper, M.; Keravuori, K.; Rantala, H.; Ikkala, E.; Tuominen, J.: BiographySampo - publishing and enriching biographies on the Semantic Web for digital humanities research (2019) 2.38 
    2.3760607 = sum of:
  2.3760607 = weight(author_txt:hyvönen in 799) [ClassicSimilarity], result of:
    2.3760607 = fieldWeight in 799, product of:
      1.0 = tf(freq=1.0), with freq of:
        1.0 = termFreq=1.0
      9.504243 = idf(docFreq=8, maxDocs=44421)
      0.25 = fieldNorm(doc=799)

Similar documents (content)

  1. Hyvönen, E.; Leskinen, P.; Tamper, M.; Keravuori, K.; Rantala, H.; Ikkala, E.; Tuominen, J.: BiographySampo - publishing and enriching biographies on the Semantic Web for digital humanities research (2019) 0.69 
    0.6919164 = sum of:
  0.6919164 = product of:
    1.4414926 = sum of:
      0.03449036 = weight(abstract_txt:collection in 799) [ClassicSimilarity], result of:
        0.03449036 = score(doc=799,freq=2.0), product of:
          0.06713917 = queryWeight, product of:
            1.2270013 = boost
            4.649612 = idf(docFreq=1154, maxDocs=44421)
            0.011768313 = queryNorm
          0.51371443 = fieldWeight in 799, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            4.649612 = idf(docFreq=1154, maxDocs=44421)
            0.078125 = fieldNorm(doc=799)
      0.014418531 = weight(abstract_txt:from in 799) [ClassicSimilarity], result of:
        0.014418531 = score(doc=799,freq=2.0), product of:
          0.047293507 = queryWeight, product of:
            1.4563736 = boost
            2.759399 = idf(docFreq=7646, maxDocs=44421)
            0.011768313 = queryNorm
          0.30487338 = fieldWeight in 799, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            2.759399 = idf(docFreq=7646, maxDocs=44421)
            0.078125 = fieldNorm(doc=799)
      0.040840607 = weight(abstract_txt:automatically in 799) [ClassicSimilarity], result of:
        0.040840607 = score(doc=799,freq=1.0), product of:
          0.09467798 = queryWeight, product of:
            1.4570737 = boost
            5.521451 = idf(docFreq=482, maxDocs=44421)
            0.011768313 = queryNorm
          0.43136334 = fieldWeight in 799, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.521451 = idf(docFreq=482, maxDocs=44421)
            0.078125 = fieldNorm(doc=799)
      0.04799147 = weight(abstract_txt:idea in 799) [ClassicSimilarity], result of:
        0.04799147 = score(doc=799,freq=1.0), product of:
          0.105429836 = queryWeight, product of:
            1.5375838 = boost
            5.8265367 = idf(docFreq=355, maxDocs=44421)
            0.011768313 = queryNorm
          0.45519817 = fieldWeight in 799, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.8265367 = idf(docFreq=355, maxDocs=44421)
            0.078125 = fieldNorm(doc=799)
      0.09484342 = weight(abstract_txt:portal in 799) [ClassicSimilarity], result of:
        0.09484342 = score(doc=799,freq=2.0), product of:
          0.13177983 = queryWeight, product of:
            1.7190224 = boost
            6.514082 = idf(docFreq=178, maxDocs=44421)
            0.011768313 = queryNorm
          0.7197112 = fieldWeight in 799, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            6.514082 = idf(docFreq=178, maxDocs=44421)
            0.078125 = fieldNorm(doc=799)
      0.080775455 = weight(abstract_txt:persons in 799) [ClassicSimilarity], result of:
        0.080775455 = score(doc=799,freq=1.0), product of:
          0.14917879 = queryWeight, product of:
            1.8289869 = boost
            6.930783 = idf(docFreq=117, maxDocs=44421)
            0.011768313 = queryNorm
          0.5414674 = fieldWeight in 799, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            6.930783 = idf(docFreq=117, maxDocs=44421)
            0.078125 = fieldNorm(doc=799)
      0.113798246 = weight(abstract_txt:finnish in 799) [ClassicSimilarity], result of:
        0.113798246 = score(doc=799,freq=1.0), product of:
          0.1874755 = queryWeight, product of:
            2.0503561 = boost
            7.769642 = idf(docFreq=50, maxDocs=44421)
            0.011768313 = queryNorm
          0.6070033 = fieldWeight in 799, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            7.769642 = idf(docFreq=50, maxDocs=44421)
            0.078125 = fieldNorm(doc=799)
      0.20942727 = weight(abstract_txt:biographical in 799) [ClassicSimilarity], result of:
        0.20942727 = score(doc=799,freq=2.0), product of:
          0.22345993 = queryWeight, product of:
            2.238499 = boost
            8.482592 = idf(docFreq=24, maxDocs=44421)
            0.011768313 = queryNorm
          0.9372028 = fieldWeight in 799, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            8.482592 = idf(docFreq=24, maxDocs=44421)
            0.078125 = fieldNorm(doc=799)
      0.04347157 = weight(abstract_txt:semantic in 799) [ClassicSimilarity], result of:
        0.04347157 = score(doc=799,freq=1.0), product of:
          0.12435628 = queryWeight, product of:
            2.3615975 = boost
            4.4745317 = idf(docFreq=1375, maxDocs=44421)
            0.011768313 = queryNorm
          0.34957278 = fieldWeight in 799, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            4.4745317 = idf(docFreq=1375, maxDocs=44421)
            0.078125 = fieldNorm(doc=799)
      0.082993574 = weight(abstract_txt:linked in 799) [ClassicSimilarity], result of:
        0.082993574 = score(doc=799,freq=1.0), product of:
          0.19137879 = queryWeight, product of:
            2.9296715 = boost
            5.5508647 = idf(docFreq=468, maxDocs=44421)
            0.011768313 = queryNorm
          0.4336613 = fieldWeight in 799, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.5508647 = idf(docFreq=468, maxDocs=44421)
            0.078125 = fieldNorm(doc=799)
      0.080149055 = weight(abstract_txt:data in 799) [ClassicSimilarity], result of:
        0.080149055 = score(doc=799,freq=5.0), product of:
          0.13776845 = queryWeight, product of:
            3.5152962 = boost
            3.3302255 = idf(docFreq=4320, maxDocs=44421)
            0.011768313 = queryNorm
          0.5817664 = fieldWeight in 799, product of:
            2.236068 = tf(freq=5.0), with freq of:
              5.0 = termFreq=5.0
            3.3302255 = idf(docFreq=4320, maxDocs=44421)
            0.078125 = fieldNorm(doc=799)
      0.598293 = weight(abstract_txt:biographies in 799) [ClassicSimilarity], result of:
        0.598293 = score(doc=799,freq=3.0), product of:
          0.49518374 = queryWeight, product of:
            4.712542 = boost
            8.928879 = idf(docFreq=15, maxDocs=44421)
            0.011768313 = queryNorm
          1.2082243 = fieldWeight in 799, product of:
            1.7320508 = tf(freq=3.0), with freq of:
              3.0 = termFreq=3.0
            8.928879 = idf(docFreq=15, maxDocs=44421)
            0.078125 = fieldNorm(doc=799)
    0.48 = coord(12/25)
  2. Mäkelä, E.; Hyvönen, E.; Ruotsalo, T.: How to deal with massively heterogeneous cultural heritage data : lessons learned in CultureSampo (2012) 0.14 
    0.1436107 = sum of:
  0.1436107 = product of:
    0.51289535 = sum of:
      0.019277014 = weight(abstract_txt:presents in 4263) [ClassicSimilarity], result of:
        0.019277014 = score(doc=4263,freq=1.0), product of:
          0.057395875 = queryWeight, product of:
            1.1344814 = boost
            4.299016 = idf(docFreq=1639, maxDocs=44421)
            0.011768313 = queryNorm
          0.3358606 = fieldWeight in 4263, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            4.299016 = idf(docFreq=1639, maxDocs=44421)
            0.078125 = fieldNorm(doc=4263)
      0.028645204 = weight(abstract_txt:published in 4263) [ClassicSimilarity], result of:
        0.028645204 = score(doc=4263,freq=1.0), product of:
          0.0747404 = queryWeight, product of:
            1.2945975 = boost
            4.9057617 = idf(docFreq=893, maxDocs=44421)
            0.011768313 = queryNorm
          0.38326263 = fieldWeight in 4263, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            4.9057617 = idf(docFreq=893, maxDocs=44421)
            0.078125 = fieldNorm(doc=4263)
      0.113798246 = weight(abstract_txt:finnish in 4263) [ClassicSimilarity], result of:
        0.113798246 = score(doc=4263,freq=1.0), product of:
          0.1874755 = queryWeight, product of:
            2.0503561 = boost
            7.769642 = idf(docFreq=50, maxDocs=44421)
            0.011768313 = queryNorm
          0.6070033 = fieldWeight in 4263, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            7.769642 = idf(docFreq=50, maxDocs=44421)
            0.078125 = fieldNorm(doc=4263)
      0.061478086 = weight(abstract_txt:semantic in 4263) [ClassicSimilarity], result of:
        0.061478086 = score(doc=4263,freq=2.0), product of:
          0.12435628 = queryWeight, product of:
            2.3615975 = boost
            4.4745317 = idf(docFreq=1375, maxDocs=44421)
            0.011768313 = queryNorm
          0.49437058 = fieldWeight in 4263, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            4.4745317 = idf(docFreq=1375, maxDocs=44421)
            0.078125 = fieldNorm(doc=4263)
      0.065798685 = weight(abstract_txt:service in 4263) [ClassicSimilarity], result of:
        0.065798685 = score(doc=4263,freq=2.0), product of:
          0.13011648 = queryWeight, product of:
            2.4156733 = boost
            4.576989 = idf(docFreq=1241, maxDocs=44421)
            0.011768313 = queryNorm
          0.50569063 = fieldWeight in 4263, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            4.576989 = idf(docFreq=1241, maxDocs=44421)
            0.078125 = fieldNorm(doc=4263)
      0.14374909 = weight(abstract_txt:linked in 4263) [ClassicSimilarity], result of:
        0.14374909 = score(doc=4263,freq=3.0), product of:
          0.19137879 = queryWeight, product of:
            2.9296715 = boost
            5.5508647 = idf(docFreq=468, maxDocs=44421)
            0.011768313 = queryNorm
          0.7511234 = fieldWeight in 4263, product of:
            1.7320508 = tf(freq=3.0), with freq of:
              3.0 = termFreq=3.0
            5.5508647 = idf(docFreq=468, maxDocs=44421)
            0.078125 = fieldNorm(doc=4263)
      0.080149055 = weight(abstract_txt:data in 4263) [ClassicSimilarity], result of:
        0.080149055 = score(doc=4263,freq=5.0), product of:
          0.13776845 = queryWeight, product of:
            3.5152962 = boost
            3.3302255 = idf(docFreq=4320, maxDocs=44421)
            0.011768313 = queryNorm
          0.5817664 = fieldWeight in 4263, product of:
            2.236068 = tf(freq=5.0), with freq of:
              5.0 = termFreq=5.0
            3.3302255 = idf(docFreq=4320, maxDocs=44421)
            0.078125 = fieldNorm(doc=4263)
    0.28 = coord(7/25)
  3. Negm, E.; AbdelRahman, S.; Bahgat, R.: PREFCA: a portal retrieval engine based on formal concept analysis (2017) 0.13 
    0.12794077 = sum of:
  0.12794077 = product of:
    0.45693135 = sum of:
      0.011566209 = weight(abstract_txt:presents in 4291) [ClassicSimilarity], result of:
        0.011566209 = score(doc=4291,freq=1.0), product of:
          0.057395875 = queryWeight, product of:
            1.1344814 = boost
            4.299016 = idf(docFreq=1639, maxDocs=44421)
            0.011768313 = queryNorm
          0.20151637 = fieldWeight in 4291, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            4.299016 = idf(docFreq=1639, maxDocs=44421)
            0.046875 = fieldNorm(doc=4291)
      0.113812104 = weight(abstract_txt:portal in 4291) [ClassicSimilarity], result of:
        0.113812104 = score(doc=4291,freq=8.0), product of:
          0.13177983 = queryWeight, product of:
            1.7190224 = boost
            6.514082 = idf(docFreq=178, maxDocs=44421)
            0.011768313 = queryNorm
          0.8636534 = fieldWeight in 4291, product of:
            2.828427 = tf(freq=8.0), with freq of:
              8.0 = termFreq=8.0
            6.514082 = idf(docFreq=178, maxDocs=44421)
            0.046875 = fieldNorm(doc=4291)
      0.052165885 = weight(abstract_txt:semantic in 4291) [ClassicSimilarity], result of:
        0.052165885 = score(doc=4291,freq=4.0), product of:
          0.12435628 = queryWeight, product of:
            2.3615975 = boost
            4.4745317 = idf(docFreq=1375, maxDocs=44421)
            0.011768313 = queryNorm
          0.41948736 = fieldWeight in 4291, product of:
            2.0 = tf(freq=4.0), with freq of:
              4.0 = termFreq=4.0
            4.4745317 = idf(docFreq=1375, maxDocs=44421)
            0.046875 = fieldNorm(doc=4291)
      0.07042238 = weight(abstract_txt:linked in 4291) [ClassicSimilarity], result of:
        0.07042238 = score(doc=4291,freq=2.0), product of:
          0.19137879 = queryWeight, product of:
            2.9296715 = boost
            5.5508647 = idf(docFreq=468, maxDocs=44421)
            0.011768313 = queryNorm
          0.3679738 = fieldWeight in 4291, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            5.5508647 = idf(docFreq=468, maxDocs=44421)
            0.046875 = fieldNorm(doc=4291)
      0.03724992 = weight(abstract_txt:data in 4291) [ClassicSimilarity], result of:
        0.03724992 = score(doc=4291,freq=3.0), product of:
          0.13776845 = queryWeight, product of:
            3.5152962 = boost
            3.3302255 = idf(docFreq=4320, maxDocs=44421)
            0.011768313 = queryNorm
          0.27038062 = fieldWeight in 4291, product of:
            1.7320508 = tf(freq=3.0), with freq of:
              3.0 = termFreq=3.0
            3.3302255 = idf(docFreq=4320, maxDocs=44421)
            0.046875 = fieldNorm(doc=4291)
      0.09693054 = weight(abstract_txt:extracting in 4291) [ClassicSimilarity], result of:
        0.09693054 = score(doc=4291,freq=1.0), product of:
          0.29835758 = queryWeight, product of:
            3.6579738 = boost
            6.930783 = idf(docFreq=117, maxDocs=44421)
            0.011768313 = queryNorm
          0.32488045 = fieldWeight in 4291, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            6.930783 = idf(docFreq=117, maxDocs=44421)
            0.046875 = fieldNorm(doc=4291)
      0.07478433 = weight(abstract_txt:network in 4291) [ClassicSimilarity], result of:
        0.07478433 = score(doc=4291,freq=3.0), product of:
          0.19920202 = queryWeight, product of:
            3.6607032 = boost
            4.6239696 = idf(docFreq=1184, maxDocs=44421)
            0.011768313 = queryNorm
          0.37541956 = fieldWeight in 4291, product of:
            1.7320508 = tf(freq=3.0), with freq of:
              3.0 = termFreq=3.0
            4.6239696 = idf(docFreq=1184, maxDocs=44421)
            0.046875 = fieldNorm(doc=4291)
    0.28 = coord(7/25)
  4. Semantic search over the Web (2012) 0.12 
    0.1249354 = sum of:
  0.1249354 = product of:
    0.34704277 = sum of:
      0.009241568 = weight(abstract_txt:work in 1411) [ClassicSimilarity], result of:
        0.009241568 = score(doc=1411,freq=1.0), product of:
          0.044594973 = queryWeight, product of:
            3.7894108 = idf(docFreq=2729, maxDocs=44421)
            0.011768313 = queryNorm
          0.2072334 = fieldWeight in 1411, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            3.7894108 = idf(docFreq=2729, maxDocs=44421)
            0.0546875 = fieldNorm(doc=1411)
      0.01349391 = weight(abstract_txt:presents in 1411) [ClassicSimilarity], result of:
        0.01349391 = score(doc=1411,freq=1.0), product of:
          0.057395875 = queryWeight, product of:
            1.1344814 = boost
            4.299016 = idf(docFreq=1639, maxDocs=44421)
            0.011768313 = queryNorm
          0.23510244 = fieldWeight in 1411, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            4.299016 = idf(docFreq=1639, maxDocs=44421)
            0.0546875 = fieldNorm(doc=1411)
      0.028279955 = weight(abstract_txt:part in 1411) [ClassicSimilarity], result of:
        0.028279955 = score(doc=1411,freq=3.0), product of:
          0.06517297 = queryWeight, product of:
            1.2089012 = boost
            4.581023 = idf(docFreq=1236, maxDocs=44421)
            0.011768313 = queryNorm
          0.43392152 = fieldWeight in 1411, product of:
            1.7320508 = tf(freq=3.0), with freq of:
              3.0 = termFreq=3.0
            4.581023 = idf(docFreq=1236, maxDocs=44421)
            0.0546875 = fieldNorm(doc=1411)
      0.017071856 = weight(abstract_txt:collection in 1411) [ClassicSimilarity], result of:
        0.017071856 = score(doc=1411,freq=1.0), product of:
          0.06713917 = queryWeight, product of:
            1.2270013 = boost
            4.649612 = idf(docFreq=1154, maxDocs=44421)
            0.011768313 = queryNorm
          0.25427565 = fieldWeight in 1411, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            4.649612 = idf(docFreq=1154, maxDocs=44421)
            0.0546875 = fieldNorm(doc=1411)
      0.020588985 = weight(abstract_txt:tool in 1411) [ClassicSimilarity], result of:
        0.020588985 = score(doc=1411,freq=1.0), product of:
          0.076069765 = queryWeight, product of:
            1.3060598 = boost
            4.9491973 = idf(docFreq=855, maxDocs=44421)
            0.011768313 = queryNorm
          0.27065924 = fieldWeight in 1411, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            4.9491973 = idf(docFreq=855, maxDocs=44421)
            0.0546875 = fieldNorm(doc=1411)
      0.033594027 = weight(abstract_txt:idea in 1411) [ClassicSimilarity], result of:
        0.033594027 = score(doc=1411,freq=1.0), product of:
          0.105429836 = queryWeight, product of:
            1.5375838 = boost
            5.8265367 = idf(docFreq=355, maxDocs=44421)
            0.011768313 = queryNorm
          0.3186387 = fieldWeight in 1411, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.8265367 = idf(docFreq=355, maxDocs=44421)
            0.0546875 = fieldNorm(doc=1411)
      0.06804377 = weight(abstract_txt:semantic in 1411) [ClassicSimilarity], result of:
        0.06804377 = score(doc=1411,freq=5.0), product of:
          0.12435628 = queryWeight, product of:
            2.3615975 = boost
            4.4745317 = idf(docFreq=1375, maxDocs=44421)
            0.011768313 = queryNorm
          0.54716796 = fieldWeight in 1411, product of:
            2.236068 = tf(freq=5.0), with freq of:
              5.0 = termFreq=5.0
            4.4745317 = idf(docFreq=1375, maxDocs=44421)
            0.0546875 = fieldNorm(doc=1411)
      0.10062436 = weight(abstract_txt:linked in 1411) [ClassicSimilarity], result of:
        0.10062436 = score(doc=1411,freq=3.0), product of:
          0.19137879 = queryWeight, product of:
            2.9296715 = boost
            5.5508647 = idf(docFreq=468, maxDocs=44421)
            0.011768313 = queryNorm
          0.5257864 = fieldWeight in 1411, product of:
            1.7320508 = tf(freq=3.0), with freq of:
              3.0 = termFreq=3.0
            5.5508647 = idf(docFreq=468, maxDocs=44421)
            0.0546875 = fieldNorm(doc=1411)
      0.056104343 = weight(abstract_txt:data in 1411) [ClassicSimilarity], result of:
        0.056104343 = score(doc=1411,freq=5.0), product of:
          0.13776845 = queryWeight, product of:
            3.5152962 = boost
            3.3302255 = idf(docFreq=4320, maxDocs=44421)
            0.011768313 = queryNorm
          0.40723652 = fieldWeight in 1411, product of:
            2.236068 = tf(freq=5.0), with freq of:
              5.0 = termFreq=5.0
            3.3302255 = idf(docFreq=4320, maxDocs=44421)
            0.0546875 = fieldNorm(doc=1411)
    0.36 = coord(9/25)
  5. Martinez-Romo, J.; Araujo, L.; Fernandez, A.D.: SemGraph : extracting keyphrases following a novel semantic graph-based approach (2016) 0.12 
    0.11808464 = sum of:
  0.11808464 = product of:
    0.42173085 = sum of:
      0.023324914 = weight(abstract_txt:part in 3832) [ClassicSimilarity], result of:
        0.023324914 = score(doc=3832,freq=1.0), product of:
          0.06517297 = queryWeight, product of:
            1.2089012 = boost
            4.581023 = idf(docFreq=1236, maxDocs=44421)
            0.011768313 = queryNorm
          0.35789245 = fieldWeight in 3832, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            4.581023 = idf(docFreq=1236, maxDocs=44421)
            0.078125 = fieldNorm(doc=3832)
      0.03449036 = weight(abstract_txt:collection in 3832) [ClassicSimilarity], result of:
        0.03449036 = score(doc=3832,freq=2.0), product of:
          0.06713917 = queryWeight, product of:
            1.2270013 = boost
            4.649612 = idf(docFreq=1154, maxDocs=44421)
            0.011768313 = queryNorm
          0.51371443 = fieldWeight in 3832, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            4.649612 = idf(docFreq=1154, maxDocs=44421)
            0.078125 = fieldNorm(doc=3832)
      0.014418531 = weight(abstract_txt:from in 3832) [ClassicSimilarity], result of:
        0.014418531 = score(doc=3832,freq=2.0), product of:
          0.047293507 = queryWeight, product of:
            1.4563736 = boost
            2.759399 = idf(docFreq=7646, maxDocs=44421)
            0.011768313 = queryNorm
          0.30487338 = fieldWeight in 3832, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            2.759399 = idf(docFreq=7646, maxDocs=44421)
            0.078125 = fieldNorm(doc=3832)
      0.04347448 = weight(abstract_txt:texts in 3832) [ClassicSimilarity], result of:
        0.04347448 = score(doc=3832,freq=1.0), product of:
          0.09870605 = queryWeight, product of:
            1.4877465 = boost
            5.6376824 = idf(docFreq=429, maxDocs=44421)
            0.011768313 = queryNorm
          0.44044393 = fieldWeight in 3832, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.6376824 = idf(docFreq=429, maxDocs=44421)
            0.078125 = fieldNorm(doc=3832)
      0.061478086 = weight(abstract_txt:semantic in 3832) [ClassicSimilarity], result of:
        0.061478086 = score(doc=3832,freq=2.0), product of:
          0.12435628 = queryWeight, product of:
            2.3615975 = boost
            4.4745317 = idf(docFreq=1375, maxDocs=44421)
            0.011768313 = queryNorm
          0.49437058 = fieldWeight in 3832, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            4.4745317 = idf(docFreq=1375, maxDocs=44421)
            0.078125 = fieldNorm(doc=3832)
      0.082993574 = weight(abstract_txt:linked in 3832) [ClassicSimilarity], result of:
        0.082993574 = score(doc=3832,freq=1.0), product of:
          0.19137879 = queryWeight, product of:
            2.9296715 = boost
            5.5508647 = idf(docFreq=468, maxDocs=44421)
            0.011768313 = queryNorm
          0.4336613 = fieldWeight in 3832, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.5508647 = idf(docFreq=468, maxDocs=44421)
            0.078125 = fieldNorm(doc=3832)
      0.16155091 = weight(abstract_txt:extracting in 3832) [ClassicSimilarity], result of:
        0.16155091 = score(doc=3832,freq=1.0), product of:
          0.29835758 = queryWeight, product of:
            3.6579738 = boost
            6.930783 = idf(docFreq=117, maxDocs=44421)
            0.011768313 = queryNorm
          0.5414674 = fieldWeight in 3832, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            6.930783 = idf(docFreq=117, maxDocs=44421)
            0.078125 = fieldNorm(doc=3832)
    0.28 = coord(7/25)