Document (#40940)

Author
Lukasiewicz, T.
Title
Uncertainty reasoning for the Semantic Web
Source
Reasoning Web: Semantic Interoperability on the Web, 13th International Summer School 2017, London, UK, July 7-11, 2017, Tutorial Lectures. Eds.: Ianni, G. et al
Imprint
Cham : Springer International Publishing
Year
2017
Pages
S.276-291
Series
Lecture Notes in Computer Scienc;10370) (Information Systems and Applications, incl. Internet/Web, and HCI
Abstract
The Semantic Web has attracted much attention, both from academia and industry. An important role in research towards the Semantic Web is played by formalisms and technologies for handling uncertainty and/or vagueness. In this paper, I first provide some motivating examples for handling uncertainty and/or vagueness in the Semantic Web. I then give an overview of some own formalisms for handling uncertainty and/or vagueness in the Semantic Web.
Theme
Semantic Web
Wissensrepräsentation

Similar documents (content)

  1. Herrera-Viedma, E.; Pasi, G.: Soft approaches to information retrieval and information access on the Web : an introduction to the special topic section (2006) 0.21
    0.2071028 = sum of:
      0.2071028 = product of:
        0.6471963 = sum of:
          0.0074041924 = weight(abstract_txt:both in 285) [ClassicSimilarity], result of:
            0.0074041924 = score(doc=285,freq=1.0), product of:
              0.035572734 = queryWeight, product of:
                3.8060317 = idf(docFreq=2684, maxDocs=44421)
                0.009346411 = queryNorm
              0.20814236 = fieldWeight in 285, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.8060317 = idf(docFreq=2684, maxDocs=44421)
                0.0546875 = fieldNorm(doc=285)
          0.008684995 = weight(abstract_txt:provide in 285) [ClassicSimilarity], result of:
            0.008684995 = score(doc=285,freq=1.0), product of:
              0.03956506 = queryWeight, product of:
                1.0546231 = boost
                4.013929 = idf(docFreq=2180, maxDocs=44421)
                0.009346411 = queryNorm
              0.21951173 = fieldWeight in 285, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.013929 = idf(docFreq=2180, maxDocs=44421)
                0.0546875 = fieldNorm(doc=285)
          0.0096814 = weight(abstract_txt:first in 285) [ClassicSimilarity], result of:
            0.0096814 = score(doc=285,freq=1.0), product of:
              0.042536087 = queryWeight, product of:
                1.0935034 = boost
                4.1619086 = idf(docFreq=1880, maxDocs=44421)
                0.009346411 = queryNorm
              0.22760437 = fieldWeight in 285, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.1619086 = idf(docFreq=1880, maxDocs=44421)
                0.0546875 = fieldNorm(doc=285)
          0.013161969 = weight(abstract_txt:then in 285) [ClassicSimilarity], result of:
            0.013161969 = score(doc=285,freq=1.0), product of:
              0.052201062 = queryWeight, product of:
                1.2113818 = boost
                4.6105576 = idf(docFreq=1200, maxDocs=44421)
                0.009346411 = queryNorm
              0.25213987 = fieldWeight in 285, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.6105576 = idf(docFreq=1200, maxDocs=44421)
                0.0546875 = fieldNorm(doc=285)
          0.016514814 = weight(abstract_txt:technologies in 285) [ClassicSimilarity], result of:
            0.016514814 = score(doc=285,freq=1.0), product of:
              0.06072692 = queryWeight, product of:
                1.3065679 = boost
                4.972839 = idf(docFreq=835, maxDocs=44421)
                0.009346411 = queryNorm
              0.27195212 = fieldWeight in 285, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.972839 = idf(docFreq=835, maxDocs=44421)
                0.0546875 = fieldNorm(doc=285)
          0.02315733 = weight(abstract_txt:some in 285) [ClassicSimilarity], result of:
            0.02315733 = score(doc=285,freq=3.0), product of:
              0.06646005 = queryWeight, product of:
                1.9330215 = boost
                3.6785707 = idf(docFreq=3049, maxDocs=44421)
                0.009346411 = queryNorm
              0.34843984 = fieldWeight in 285, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.6785707 = idf(docFreq=3049, maxDocs=44421)
                0.0546875 = fieldNorm(doc=285)
          0.38975045 = weight(abstract_txt:vagueness in 285) [ClassicSimilarity], result of:
            0.38975045 = score(doc=285,freq=2.0), product of:
              0.5719441 = queryWeight, product of:
                6.9451046 = boost
                8.811096 = idf(docFreq=17, maxDocs=44421)
                0.009346411 = queryNorm
              0.68144846 = fieldWeight in 285, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.811096 = idf(docFreq=17, maxDocs=44421)
                0.0546875 = fieldNorm(doc=285)
          0.17884113 = weight(abstract_txt:uncertainty in 285) [ClassicSimilarity], result of:
            0.17884113 = score(doc=285,freq=1.0), product of:
              0.47184247 = queryWeight, product of:
                7.283999 = boost
                6.930783 = idf(docFreq=117, maxDocs=44421)
                0.009346411 = queryNorm
              0.3790272 = fieldWeight in 285, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.930783 = idf(docFreq=117, maxDocs=44421)
                0.0546875 = fieldNorm(doc=285)
        0.32 = coord(8/25)
    
  2. Panzer, M.: Two tales of a concept : aligning FRSAD with SKOS (2011) 0.12
    0.11961499 = sum of:
      0.11961499 = product of:
        0.7475937 = sum of:
          0.022919813 = weight(abstract_txt:some in 789) [ClassicSimilarity], result of:
            0.022919813 = score(doc=789,freq=1.0), product of:
              0.06646005 = queryWeight, product of:
                1.9330215 = boost
                3.6785707 = idf(docFreq=3049, maxDocs=44421)
                0.009346411 = queryNorm
              0.344866 = fieldWeight in 789, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.6785707 = idf(docFreq=3049, maxDocs=44421)
                0.09375 = fieldNorm(doc=789)
          0.3149659 = weight(abstract_txt:formalisms in 789) [ClassicSimilarity], result of:
            0.3149659 = score(doc=789,freq=1.0), product of:
              0.38129607 = queryWeight, product of:
                4.6300697 = boost
                8.811096 = idf(docFreq=17, maxDocs=44421)
                0.009346411 = queryNorm
              0.82604027 = fieldWeight in 789, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.811096 = idf(docFreq=17, maxDocs=44421)
                0.09375 = fieldNorm(doc=789)
          0.10312322 = weight(abstract_txt:semantic in 789) [ClassicSimilarity], result of:
            0.10312322 = score(doc=789,freq=1.0), product of:
              0.24583153 = queryWeight, product of:
                5.878211 = boost
                4.4745317 = idf(docFreq=1375, maxDocs=44421)
                0.009346411 = queryNorm
              0.41948736 = fieldWeight in 789, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.4745317 = idf(docFreq=1375, maxDocs=44421)
                0.09375 = fieldNorm(doc=789)
          0.30658478 = weight(abstract_txt:uncertainty in 789) [ClassicSimilarity], result of:
            0.30658478 = score(doc=789,freq=1.0), product of:
              0.47184247 = queryWeight, product of:
                7.283999 = boost
                6.930783 = idf(docFreq=117, maxDocs=44421)
                0.009346411 = queryNorm
              0.6497609 = fieldWeight in 789, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.930783 = idf(docFreq=117, maxDocs=44421)
                0.09375 = fieldNorm(doc=789)
        0.16 = coord(4/25)
    
  3. Correa, C.A.; Kobashi, N.Y.: ¬A hybrid model of automatic indexing based on paraconsitent logic 0.11
    0.11144128 = sum of:
      0.11144128 = product of:
        0.9286773 = sum of:
          0.010577419 = weight(abstract_txt:both in 524) [ClassicSimilarity], result of:
            0.010577419 = score(doc=524,freq=1.0), product of:
              0.035572734 = queryWeight, product of:
                3.8060317 = idf(docFreq=2684, maxDocs=44421)
                0.009346411 = queryNorm
              0.29734623 = fieldWeight in 524, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.8060317 = idf(docFreq=2684, maxDocs=44421)
                0.078125 = fieldNorm(doc=524)
          0.5567863 = weight(abstract_txt:vagueness in 524) [ClassicSimilarity], result of:
            0.5567863 = score(doc=524,freq=2.0), product of:
              0.5719441 = queryWeight, product of:
                6.9451046 = boost
                8.811096 = idf(docFreq=17, maxDocs=44421)
                0.009346411 = queryNorm
              0.97349775 = fieldWeight in 524, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.811096 = idf(docFreq=17, maxDocs=44421)
                0.078125 = fieldNorm(doc=524)
          0.3613136 = weight(abstract_txt:uncertainty in 524) [ClassicSimilarity], result of:
            0.3613136 = score(doc=524,freq=2.0), product of:
              0.47184247 = queryWeight, product of:
                7.283999 = boost
                6.930783 = idf(docFreq=117, maxDocs=44421)
                0.009346411 = queryNorm
              0.7657505 = fieldWeight in 524, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.930783 = idf(docFreq=117, maxDocs=44421)
                0.078125 = fieldNorm(doc=524)
        0.12 = coord(3/25)
    
  4. Management of imprecision and uncertainty (1998) 0.11
    0.11004618 = sum of:
      0.11004618 = product of:
        0.9170515 = sum of:
          0.037666634 = weight(abstract_txt:much in 1558) [ClassicSimilarity], result of:
            0.037666634 = score(doc=1558,freq=1.0), product of:
              0.060639463 = queryWeight, product of:
                1.3056267 = boost
                4.969257 = idf(docFreq=838, maxDocs=44421)
                0.009346411 = queryNorm
              0.6211571 = fieldWeight in 1558, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.969257 = idf(docFreq=838, maxDocs=44421)
                0.125 = fieldNorm(doc=1558)
          0.24945304 = weight(abstract_txt:handling in 1558) [ClassicSimilarity], result of:
            0.24945304 = score(doc=1558,freq=1.0), product of:
              0.3084256 = queryWeight, product of:
                5.1000824 = boost
                6.470359 = idf(docFreq=186, maxDocs=44421)
                0.009346411 = queryNorm
              0.80879486 = fieldWeight in 1558, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.470359 = idf(docFreq=186, maxDocs=44421)
                0.125 = fieldNorm(doc=1558)
          0.6299318 = weight(abstract_txt:vagueness in 1558) [ClassicSimilarity], result of:
            0.6299318 = score(doc=1558,freq=1.0), product of:
              0.5719441 = queryWeight, product of:
                6.9451046 = boost
                8.811096 = idf(docFreq=17, maxDocs=44421)
                0.009346411 = queryNorm
              1.101387 = fieldWeight in 1558, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.811096 = idf(docFreq=17, maxDocs=44421)
                0.125 = fieldNorm(doc=1558)
        0.12 = coord(3/25)
    
  5. Semantic search over the Web (2012) 0.11
    0.10804824 = sum of:
      0.10804824 = product of:
        0.38588655 = sum of:
          0.0074041924 = weight(abstract_txt:both in 1411) [ClassicSimilarity], result of:
            0.0074041924 = score(doc=1411,freq=1.0), product of:
              0.035572734 = queryWeight, product of:
                3.8060317 = idf(docFreq=2684, maxDocs=44421)
                0.009346411 = queryNorm
              0.20814236 = fieldWeight in 1411, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.8060317 = idf(docFreq=2684, maxDocs=44421)
                0.0546875 = fieldNorm(doc=1411)
          0.0096814 = weight(abstract_txt:first in 1411) [ClassicSimilarity], result of:
            0.0096814 = score(doc=1411,freq=1.0), product of:
              0.042536087 = queryWeight, product of:
                1.0935034 = boost
                4.1619086 = idf(docFreq=1880, maxDocs=44421)
                0.009346411 = queryNorm
              0.22760437 = fieldWeight in 1411, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.1619086 = idf(docFreq=1880, maxDocs=44421)
                0.0546875 = fieldNorm(doc=1411)
          0.016514814 = weight(abstract_txt:technologies in 1411) [ClassicSimilarity], result of:
            0.016514814 = score(doc=1411,freq=1.0), product of:
              0.06072692 = queryWeight, product of:
                1.3065679 = boost
                4.972839 = idf(docFreq=835, maxDocs=44421)
                0.009346411 = queryNorm
              0.27195212 = fieldWeight in 1411, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.972839 = idf(docFreq=835, maxDocs=44421)
                0.0546875 = fieldNorm(doc=1411)
          0.020025996 = weight(abstract_txt:overview in 1411) [ClassicSimilarity], result of:
            0.020025996 = score(doc=1411,freq=1.0), product of:
              0.069054954 = queryWeight, product of:
                1.3932812 = boost
                5.3028727 = idf(docFreq=600, maxDocs=44421)
                0.009346411 = queryNorm
              0.29000086 = fieldWeight in 1411, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.3028727 = idf(docFreq=600, maxDocs=44421)
                0.0546875 = fieldNorm(doc=1411)
          0.018907879 = weight(abstract_txt:some in 1411) [ClassicSimilarity], result of:
            0.018907879 = score(doc=1411,freq=2.0), product of:
              0.06646005 = queryWeight, product of:
                1.9330215 = boost
                3.6785707 = idf(docFreq=3049, maxDocs=44421)
                0.009346411 = queryNorm
              0.2844999 = fieldWeight in 1411, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.6785707 = idf(docFreq=3049, maxDocs=44421)
                0.0546875 = fieldNorm(doc=1411)
          0.13451114 = weight(abstract_txt:semantic in 1411) [ClassicSimilarity], result of:
            0.13451114 = score(doc=1411,freq=5.0), product of:
              0.24583153 = queryWeight, product of:
                5.878211 = boost
                4.4745317 = idf(docFreq=1375, maxDocs=44421)
                0.009346411 = 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)
          0.17884113 = weight(abstract_txt:uncertainty in 1411) [ClassicSimilarity], result of:
            0.17884113 = score(doc=1411,freq=1.0), product of:
              0.47184247 = queryWeight, product of:
                7.283999 = boost
                6.930783 = idf(docFreq=117, maxDocs=44421)
                0.009346411 = queryNorm
              0.3790272 = fieldWeight in 1411, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.930783 = idf(docFreq=117, maxDocs=44421)
                0.0546875 = fieldNorm(doc=1411)
        0.28 = coord(7/25)