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
    4.749831 = sum of:
      4.749831 = weight(author_txt:hyvönen in 3732) [ClassicSimilarity], result of:
        4.749831 = fieldWeight in 3732, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.499662 = idf(docFreq=8, maxDocs=44218)
          0.5 = fieldNorm(doc=3732)
    
  2. Mäkelä, E.; Hyvönen, E.; Ruotsalo, T.: How to deal with massively heterogeneous cultural heritage data : lessons learned in CultureSampo (2012) 3.56
    3.5623734 = sum of:
      3.5623734 = weight(author_txt:hyvönen in 3263) [ClassicSimilarity], result of:
        3.5623734 = fieldWeight in 3263, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.499662 = idf(docFreq=8, maxDocs=44218)
          0.375 = fieldNorm(doc=3263)
    
  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
    2.9686446 = sum of:
      2.9686446 = weight(author_txt:hyvönen in 1947) [ClassicSimilarity], result of:
        2.9686446 = fieldWeight in 1947, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.499662 = idf(docFreq=8, maxDocs=44218)
          0.3125 = fieldNorm(doc=1947)
    
  4. Mäkelä, E.; Hyvönen, E.; Saarela, S.; Vilfanen, K.: Application of ontology techniques to view-based semantic serach and browsing (2012) 2.97
    2.9686446 = sum of:
      2.9686446 = weight(author_txt:hyvönen in 3264) [ClassicSimilarity], result of:
        2.9686446 = fieldWeight in 3264, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.499662 = idf(docFreq=8, maxDocs=44218)
          0.3125 = fieldNorm(doc=3264)
    
  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) 2.37
    2.3749156 = sum of:
      2.3749156 = weight(author_txt:hyvönen in 5799) [ClassicSimilarity], result of:
        2.3749156 = fieldWeight in 5799, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.499662 = idf(docFreq=8, maxDocs=44218)
          0.25 = fieldNorm(doc=5799)
    

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
    0.69154674 = sum of:
      0.69154674 = product of:
        1.4407223 = sum of:
          0.034483034 = weight(abstract_txt:collection in 5799) [ClassicSimilarity], result of:
            0.034483034 = score(doc=5799,freq=2.0), product of:
              0.06714096 = queryWeight, product of:
                1.2250952 = boost
                4.648501 = idf(docFreq=1150, maxDocs=44218)
                0.011789755 = queryNorm
              0.51359165 = fieldWeight in 5799, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.648501 = idf(docFreq=1150, maxDocs=44218)
                0.078125 = fieldNorm(doc=5799)
          0.04075962 = weight(abstract_txt:automatically in 5799) [ClassicSimilarity], result of:
            0.04075962 = score(doc=5799,freq=1.0), product of:
              0.09456867 = queryWeight, product of:
                1.4539508 = boost
                5.5168705 = idf(docFreq=482, maxDocs=44218)
                0.011789755 = queryNorm
              0.4310055 = fieldWeight in 5799, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.5168705 = idf(docFreq=482, maxDocs=44218)
                0.078125 = fieldNorm(doc=5799)
          0.014496244 = weight(abstract_txt:from in 5799) [ClassicSimilarity], result of:
            0.014496244 = score(doc=5799,freq=2.0), product of:
              0.04747127 = queryWeight, product of:
                1.456822 = boost
                2.7638826 = idf(docFreq=7577, maxDocs=44218)
                0.011789755 = queryNorm
              0.30536878 = fieldWeight in 5799, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.7638826 = idf(docFreq=7577, maxDocs=44218)
                0.078125 = fieldNorm(doc=5799)
          0.047972016 = weight(abstract_txt:idea in 5799) [ClassicSimilarity], result of:
            0.047972016 = score(doc=5799,freq=1.0), product of:
              0.10541907 = queryWeight, product of:
                1.5350964 = boost
                5.8247695 = idf(docFreq=354, maxDocs=44218)
                0.011789755 = queryNorm
              0.45506012 = fieldWeight in 5799, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.8247695 = idf(docFreq=354, maxDocs=44218)
                0.078125 = fieldNorm(doc=5799)
          0.09469126 = weight(abstract_txt:portal in 5799) [ClassicSimilarity], result of:
            0.09469126 = score(doc=5799,freq=2.0), product of:
              0.131661 = queryWeight, product of:
                1.715555 = boost
                6.5095015 = idf(docFreq=178, maxDocs=44218)
                0.011789755 = queryNorm
              0.7192051 = fieldWeight in 5799, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.5095015 = idf(docFreq=178, maxDocs=44218)
                0.078125 = fieldNorm(doc=5799)
          0.08065611 = weight(abstract_txt:persons in 5799) [ClassicSimilarity], result of:
            0.08065611 = score(doc=5799,freq=1.0), product of:
              0.1490569 = queryWeight, product of:
                1.8253751 = boost
                6.926203 = idf(docFreq=117, maxDocs=44218)
                0.011789755 = queryNorm
              0.54110956 = fieldWeight in 5799, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.926203 = idf(docFreq=117, maxDocs=44218)
                0.078125 = fieldNorm(doc=5799)
          0.11365444 = weight(abstract_txt:finnish in 5799) [ClassicSimilarity], result of:
            0.11365444 = score(doc=5799,freq=1.0), product of:
              0.18734905 = queryWeight, product of:
                2.0464532 = boost
                7.7650614 = idf(docFreq=50, maxDocs=44218)
                0.011789755 = queryNorm
              0.6066454 = fieldWeight in 5799, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.7650614 = idf(docFreq=50, maxDocs=44218)
                0.078125 = fieldNorm(doc=5799)
          0.20919374 = weight(abstract_txt:biographical in 5799) [ClassicSimilarity], result of:
            0.20919374 = score(doc=5799,freq=2.0), product of:
              0.22333133 = queryWeight, product of:
                2.2343485 = boost
                8.478011 = idf(docFreq=24, maxDocs=44218)
                0.011789755 = queryNorm
              0.93669677 = fieldWeight in 5799, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.478011 = idf(docFreq=24, maxDocs=44218)
                0.078125 = fieldNorm(doc=5799)
          0.04348738 = weight(abstract_txt:semantic in 5799) [ClassicSimilarity], result of:
            0.04348738 = score(doc=5799,freq=1.0), product of:
              0.12440735 = queryWeight, product of:
                2.3583817 = boost
                4.4743214 = idf(docFreq=1369, maxDocs=44218)
                0.011789755 = queryNorm
              0.34955636 = fieldWeight in 5799, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.4743214 = idf(docFreq=1369, maxDocs=44218)
                0.078125 = fieldNorm(doc=5799)
          0.083021715 = weight(abstract_txt:linked in 5799) [ClassicSimilarity], result of:
            0.083021715 = score(doc=5799,freq=1.0), product of:
              0.19145425 = queryWeight, product of:
                2.925658 = boost
                5.550558 = idf(docFreq=466, maxDocs=44218)
                0.011789755 = queryNorm
              0.43363735 = fieldWeight in 5799, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.550558 = idf(docFreq=466, maxDocs=44218)
                0.078125 = fieldNorm(doc=5799)
          0.0806326 = weight(abstract_txt:data in 5799) [ClassicSimilarity], result of:
            0.0806326 = score(doc=5799,freq=5.0), product of:
              0.13834527 = queryWeight, product of:
                3.5171285 = boost
                3.3363478 = idf(docFreq=4274, maxDocs=44218)
                0.011789755 = queryNorm
              0.582836 = fieldWeight in 5799, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                3.3363478 = idf(docFreq=4274, maxDocs=44218)
                0.078125 = fieldNorm(doc=5799)
          0.59767425 = weight(abstract_txt:biographies in 5799) [ClassicSimilarity], result of:
            0.59767425 = score(doc=5799,freq=3.0), product of:
              0.4949255 = queryWeight, product of:
                4.7039313 = boost
                8.924298 = idf(docFreq=15, maxDocs=44218)
                0.011789755 = queryNorm
              1.2076045 = fieldWeight in 5799, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                8.924298 = idf(docFreq=15, maxDocs=44218)
                0.078125 = fieldNorm(doc=5799)
        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
    0.14374594 = sum of:
      0.14374594 = product of:
        0.5133784 = sum of:
          0.019307423 = weight(abstract_txt:presents in 3263) [ClassicSimilarity], result of:
            0.019307423 = score(doc=3263,freq=1.0), product of:
              0.05746588 = queryWeight, product of:
                1.1333945 = boost
                4.300552 = idf(docFreq=1629, maxDocs=44218)
                0.011789755 = queryNorm
              0.33598062 = fieldWeight in 3263, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.300552 = idf(docFreq=1629, maxDocs=44218)
                0.078125 = fieldNorm(doc=3263)
          0.028816517 = weight(abstract_txt:published in 3263) [ClassicSimilarity], result of:
            0.028816517 = score(doc=3263,freq=1.0), product of:
              0.07505072 = queryWeight, product of:
                1.2952497 = boost
                4.9146953 = idf(docFreq=881, maxDocs=44218)
                0.011789755 = queryNorm
              0.38396057 = fieldWeight in 3263, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.9146953 = idf(docFreq=881, maxDocs=44218)
                0.078125 = fieldNorm(doc=3263)
          0.11365444 = weight(abstract_txt:finnish in 3263) [ClassicSimilarity], result of:
            0.11365444 = score(doc=3263,freq=1.0), product of:
              0.18734905 = queryWeight, product of:
                2.0464532 = boost
                7.7650614 = idf(docFreq=50, maxDocs=44218)
                0.011789755 = queryNorm
              0.6066454 = fieldWeight in 3263, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.7650614 = idf(docFreq=50, maxDocs=44218)
                0.078125 = fieldNorm(doc=3263)
          0.06150044 = weight(abstract_txt:semantic in 3263) [ClassicSimilarity], result of:
            0.06150044 = score(doc=3263,freq=2.0), product of:
              0.12440735 = queryWeight, product of:
                2.3583817 = boost
                4.4743214 = idf(docFreq=1369, maxDocs=44218)
                0.011789755 = queryNorm
              0.49434733 = fieldWeight in 3263, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.4743214 = idf(docFreq=1369, maxDocs=44218)
                0.078125 = fieldNorm(doc=3263)
          0.06566915 = weight(abstract_txt:service in 3263) [ClassicSimilarity], result of:
            0.06566915 = score(doc=3263,freq=2.0), product of:
              0.12996751 = queryWeight, product of:
                2.4105074 = boost
                4.5732145 = idf(docFreq=1240, maxDocs=44218)
                0.011789755 = queryNorm
              0.5052736 = fieldWeight in 3263, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.5732145 = idf(docFreq=1240, maxDocs=44218)
                0.078125 = fieldNorm(doc=3263)
          0.14379783 = weight(abstract_txt:linked in 3263) [ClassicSimilarity], result of:
            0.14379783 = score(doc=3263,freq=3.0), product of:
              0.19145425 = queryWeight, product of:
                2.925658 = boost
                5.550558 = idf(docFreq=466, maxDocs=44218)
                0.011789755 = queryNorm
              0.75108194 = fieldWeight in 3263, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.550558 = idf(docFreq=466, maxDocs=44218)
                0.078125 = fieldNorm(doc=3263)
          0.0806326 = weight(abstract_txt:data in 3263) [ClassicSimilarity], result of:
            0.0806326 = score(doc=3263,freq=5.0), product of:
              0.13834527 = queryWeight, product of:
                3.5171285 = boost
                3.3363478 = idf(docFreq=4274, maxDocs=44218)
                0.011789755 = queryNorm
              0.582836 = fieldWeight in 3263, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                3.3363478 = idf(docFreq=4274, maxDocs=44218)
                0.078125 = fieldNorm(doc=3263)
        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
    0.1280354 = sum of:
      0.1280354 = product of:
        0.45726925 = sum of:
          0.011584453 = weight(abstract_txt:presents in 3291) [ClassicSimilarity], result of:
            0.011584453 = score(doc=3291,freq=1.0), product of:
              0.05746588 = queryWeight, product of:
                1.1333945 = boost
                4.300552 = idf(docFreq=1629, maxDocs=44218)
                0.011789755 = queryNorm
              0.20158836 = fieldWeight in 3291, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.300552 = idf(docFreq=1629, maxDocs=44218)
                0.046875 = fieldNorm(doc=3291)
          0.113629505 = weight(abstract_txt:portal in 3291) [ClassicSimilarity], result of:
            0.113629505 = score(doc=3291,freq=8.0), product of:
              0.131661 = queryWeight, product of:
                1.715555 = boost
                6.5095015 = idf(docFreq=178, maxDocs=44218)
                0.011789755 = queryNorm
              0.86304605 = fieldWeight in 3291, product of:
                2.828427 = tf(freq=8.0), with freq of:
                  8.0 = termFreq=8.0
                6.5095015 = idf(docFreq=178, maxDocs=44218)
                0.046875 = fieldNorm(doc=3291)
          0.052184857 = weight(abstract_txt:semantic in 3291) [ClassicSimilarity], result of:
            0.052184857 = score(doc=3291,freq=4.0), product of:
              0.12440735 = queryWeight, product of:
                2.3583817 = boost
                4.4743214 = idf(docFreq=1369, maxDocs=44218)
                0.011789755 = queryNorm
              0.41946763 = fieldWeight in 3291, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                4.4743214 = idf(docFreq=1369, maxDocs=44218)
                0.046875 = fieldNorm(doc=3291)
          0.07044625 = weight(abstract_txt:linked in 3291) [ClassicSimilarity], result of:
            0.07044625 = score(doc=3291,freq=2.0), product of:
              0.19145425 = queryWeight, product of:
                2.925658 = boost
                5.550558 = idf(docFreq=466, maxDocs=44218)
                0.011789755 = queryNorm
              0.36795348 = fieldWeight in 3291, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.550558 = idf(docFreq=466, maxDocs=44218)
                0.046875 = fieldNorm(doc=3291)
          0.037474643 = weight(abstract_txt:data in 3291) [ClassicSimilarity], result of:
            0.037474643 = score(doc=3291,freq=3.0), product of:
              0.13834527 = queryWeight, product of:
                3.5171285 = boost
                3.3363478 = idf(docFreq=4274, maxDocs=44218)
                0.011789755 = queryNorm
              0.27087766 = fieldWeight in 3291, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.3363478 = idf(docFreq=4274, maxDocs=44218)
                0.046875 = fieldNorm(doc=3291)
          0.09714457 = weight(abstract_txt:extracting in 3291) [ClassicSimilarity], result of:
            0.09714457 = score(doc=3291,freq=1.0), product of:
              0.29884687 = queryWeight, product of:
                3.655236 = boost
                6.9347134 = idf(docFreq=116, maxDocs=44218)
                0.011789755 = queryNorm
              0.3250647 = fieldWeight in 3291, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.9347134 = idf(docFreq=116, maxDocs=44218)
                0.046875 = fieldNorm(doc=3291)
          0.07480501 = weight(abstract_txt:network in 3291) [ClassicSimilarity], result of:
            0.07480501 = score(doc=3291,freq=3.0), product of:
              0.19927225 = queryWeight, product of:
                3.655612 = boost
                4.6236176 = idf(docFreq=1179, maxDocs=44218)
                0.011789755 = queryNorm
              0.37539098 = fieldWeight in 3291, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.6236176 = idf(docFreq=1179, maxDocs=44218)
                0.046875 = fieldNorm(doc=3291)
        0.28 = coord(7/25)
    
  4. Semantic search over the Web (2012) 0.13
    0.12511113 = sum of:
      0.12511113 = product of:
        0.3475309 = sum of:
          0.0092828 = weight(abstract_txt:work in 411) [ClassicSimilarity], result of:
            0.0092828 = score(doc=411,freq=1.0), product of:
              0.044735044 = queryWeight, product of:
                3.7943997 = idf(docFreq=2703, maxDocs=44218)
                0.011789755 = queryNorm
              0.20750624 = fieldWeight in 411, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.7943997 = idf(docFreq=2703, maxDocs=44218)
                0.0546875 = fieldNorm(doc=411)
          0.013515195 = weight(abstract_txt:presents in 411) [ClassicSimilarity], result of:
            0.013515195 = score(doc=411,freq=1.0), product of:
              0.05746588 = queryWeight, product of:
                1.1333945 = boost
                4.300552 = idf(docFreq=1629, maxDocs=44218)
                0.011789755 = queryNorm
              0.23518643 = fieldWeight in 411, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.300552 = idf(docFreq=1629, maxDocs=44218)
                0.0546875 = fieldNorm(doc=411)
          0.028284403 = weight(abstract_txt:part in 411) [ClassicSimilarity], result of:
            0.028284403 = score(doc=411,freq=3.0), product of:
              0.06519077 = queryWeight, product of:
                1.2071719 = boost
                4.580493 = idf(docFreq=1231, maxDocs=44218)
                0.011789755 = queryNorm
              0.43387127 = fieldWeight in 411, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.580493 = idf(docFreq=1231, maxDocs=44218)
                0.0546875 = fieldNorm(doc=411)
          0.017068231 = weight(abstract_txt:collection in 411) [ClassicSimilarity], result of:
            0.017068231 = score(doc=411,freq=1.0), product of:
              0.06714096 = queryWeight, product of:
                1.2250952 = boost
                4.648501 = idf(docFreq=1150, maxDocs=44218)
                0.011789755 = queryNorm
              0.25421488 = fieldWeight in 411, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.648501 = idf(docFreq=1150, maxDocs=44218)
                0.0546875 = fieldNorm(doc=411)
          0.020630032 = weight(abstract_txt:tool in 411) [ClassicSimilarity], result of:
            0.020630032 = score(doc=411,freq=1.0), product of:
              0.076183654 = queryWeight, product of:
                1.3049893 = boost
                4.951651 = idf(docFreq=849, maxDocs=44218)
                0.011789755 = queryNorm
              0.2707934 = fieldWeight in 411, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.951651 = idf(docFreq=849, maxDocs=44218)
                0.0546875 = fieldNorm(doc=411)
          0.03358041 = weight(abstract_txt:idea in 411) [ClassicSimilarity], result of:
            0.03358041 = score(doc=411,freq=1.0), product of:
              0.10541907 = queryWeight, product of:
                1.5350964 = boost
                5.8247695 = idf(docFreq=354, maxDocs=44218)
                0.011789755 = queryNorm
              0.3185421 = fieldWeight in 411, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.8247695 = idf(docFreq=354, maxDocs=44218)
                0.0546875 = fieldNorm(doc=411)
          0.06806852 = weight(abstract_txt:semantic in 411) [ClassicSimilarity], result of:
            0.06806852 = score(doc=411,freq=5.0), product of:
              0.12440735 = queryWeight, product of:
                2.3583817 = boost
                4.4743214 = idf(docFreq=1369, maxDocs=44218)
                0.011789755 = queryNorm
              0.54714227 = fieldWeight in 411, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                4.4743214 = idf(docFreq=1369, maxDocs=44218)
                0.0546875 = fieldNorm(doc=411)
          0.100658484 = weight(abstract_txt:linked in 411) [ClassicSimilarity], result of:
            0.100658484 = score(doc=411,freq=3.0), product of:
              0.19145425 = queryWeight, product of:
                2.925658 = boost
                5.550558 = idf(docFreq=466, maxDocs=44218)
                0.011789755 = queryNorm
              0.5257574 = fieldWeight in 411, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.550558 = idf(docFreq=466, maxDocs=44218)
                0.0546875 = fieldNorm(doc=411)
          0.05644282 = weight(abstract_txt:data in 411) [ClassicSimilarity], result of:
            0.05644282 = score(doc=411,freq=5.0), product of:
              0.13834527 = queryWeight, product of:
                3.5171285 = boost
                3.3363478 = idf(docFreq=4274, maxDocs=44218)
                0.011789755 = queryNorm
              0.40798518 = fieldWeight in 411, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                3.3363478 = idf(docFreq=4274, maxDocs=44218)
                0.0546875 = fieldNorm(doc=411)
        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
    0.11833325 = sum of:
      0.11833325 = product of:
        0.42261875 = sum of:
          0.023328584 = weight(abstract_txt:part in 2832) [ClassicSimilarity], result of:
            0.023328584 = score(doc=2832,freq=1.0), product of:
              0.06519077 = queryWeight, product of:
                1.2071719 = boost
                4.580493 = idf(docFreq=1231, maxDocs=44218)
                0.011789755 = queryNorm
              0.35785103 = fieldWeight in 2832, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.580493 = idf(docFreq=1231, maxDocs=44218)
                0.078125 = fieldNorm(doc=2832)
          0.034483034 = weight(abstract_txt:collection in 2832) [ClassicSimilarity], result of:
            0.034483034 = score(doc=2832,freq=2.0), product of:
              0.06714096 = queryWeight, product of:
                1.2250952 = boost
                4.648501 = idf(docFreq=1150, maxDocs=44218)
                0.011789755 = queryNorm
              0.51359165 = fieldWeight in 2832, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.648501 = idf(docFreq=1150, maxDocs=44218)
                0.078125 = fieldNorm(doc=2832)
          0.014496244 = weight(abstract_txt:from in 2832) [ClassicSimilarity], result of:
            0.014496244 = score(doc=2832,freq=2.0), product of:
              0.04747127 = queryWeight, product of:
                1.456822 = boost
                2.7638826 = idf(docFreq=7577, maxDocs=44218)
                0.011789755 = queryNorm
              0.30536878 = fieldWeight in 2832, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.7638826 = idf(docFreq=7577, maxDocs=44218)
                0.078125 = fieldNorm(doc=2832)
          0.043881126 = weight(abstract_txt:texts in 2832) [ClassicSimilarity], result of:
            0.043881126 = score(doc=2832,freq=1.0), product of:
              0.09933731 = queryWeight, product of:
                1.4901578 = boost
                5.6542544 = idf(docFreq=420, maxDocs=44218)
                0.011789755 = queryNorm
              0.44173864 = fieldWeight in 2832, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.6542544 = idf(docFreq=420, maxDocs=44218)
                0.078125 = fieldNorm(doc=2832)
          0.06150044 = weight(abstract_txt:semantic in 2832) [ClassicSimilarity], result of:
            0.06150044 = score(doc=2832,freq=2.0), product of:
              0.12440735 = queryWeight, product of:
                2.3583817 = boost
                4.4743214 = idf(docFreq=1369, maxDocs=44218)
                0.011789755 = queryNorm
              0.49434733 = fieldWeight in 2832, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.4743214 = idf(docFreq=1369, maxDocs=44218)
                0.078125 = fieldNorm(doc=2832)
          0.083021715 = weight(abstract_txt:linked in 2832) [ClassicSimilarity], result of:
            0.083021715 = score(doc=2832,freq=1.0), product of:
              0.19145425 = queryWeight, product of:
                2.925658 = boost
                5.550558 = idf(docFreq=466, maxDocs=44218)
                0.011789755 = queryNorm
              0.43363735 = fieldWeight in 2832, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.550558 = idf(docFreq=466, maxDocs=44218)
                0.078125 = fieldNorm(doc=2832)
          0.16190761 = weight(abstract_txt:extracting in 2832) [ClassicSimilarity], result of:
            0.16190761 = score(doc=2832,freq=1.0), product of:
              0.29884687 = queryWeight, product of:
                3.655236 = boost
                6.9347134 = idf(docFreq=116, maxDocs=44218)
                0.011789755 = queryNorm
              0.5417745 = fieldWeight in 2832, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.9347134 = idf(docFreq=116, maxDocs=44218)
                0.078125 = fieldNorm(doc=2832)
        0.28 = coord(7/25)