Document (#36764)

Author
Blanco, E.
Moldovan, D.
Title
¬A model for composing semantic relations
Source
Proceedings of the 9th International Conference on Computational Semantics (IWCS 2011), Oxford, UK. Eds.: Johan Bos and Stephen Pulman
Imprint
Oxford : Oxford University
Year
2011
Pages
S.45-54
Abstract
This paper presents a model to compose semantic relations. The model is independent of any particular set of relations and uses an extended definition for semantic relations. This extended definition includes restrictions on the domain and range of relations and utilizes semantic primitives to characterize them. Primitives capture elementary properties between the arguments of a relation. An algebra for composing semantic primitives is used to automatically identify the resulting relation of composing a pair of compatible relations. Inference axioms are obtained. Axioms take as input a pair of semantic relations and output a new, previously ignored relation. The usefulness of this proposed model is shown using PropBank relations. Eight inference axioms are obtained and their accuracy and productivity are evaluated. The model offers an unsupervised way of accurately extracting additional semantics from text.
Content
Vgl.: http://aclweb.org/anthology-new/W/W11/W11-0106.pdf. Vgl. für den Proceedingsband: http://aclweb.org/anthology-new/W/W11/W11-0100.pdf, bzw.: http://www.meaningfactory.com/bos/pubs/BosPulman2011.pdf.
Theme
Wissensrepräsentation

Similar documents (author)

  1. Blanco, E. González- => González-Blanco, E.: 4.97
    4.9703913 = sum of:
      4.9703913 = weight(author_txt:blanco in 1096) [ClassicSimilarity], result of:
        4.9703913 = fieldWeight in 1096, product of:
          1.4142135 = tf(freq=2.0), with freq of:
            2.0 = termFreq=2.0
          9.37226 = idf(docFreq=9, maxDocs=43254)
          0.375 = fieldNorm(doc=1096)
    
  2. Blanco, E.; Cankaya, H.C.; Moldovan, D.: Composition of semantic relations : model and applications (2010) 3.51
    3.5145974 = sum of:
      3.5145974 = weight(author_txt:blanco in 1226) [ClassicSimilarity], result of:
        3.5145974 = fieldWeight in 1226, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.37226 = idf(docFreq=9, maxDocs=43254)
          0.375 = fieldNorm(doc=1226)
    
  3. Blanco, R.; Matthews, M.; Mika, P.: Ranking of daily deals with concept expansion (2015) 3.51
    3.5145974 = sum of:
      3.5145974 = weight(author_txt:blanco in 4128) [ClassicSimilarity], result of:
        3.5145974 = fieldWeight in 4128, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.37226 = idf(docFreq=9, maxDocs=43254)
          0.375 = fieldNorm(doc=4128)
    
  4. Joho, H.; Jatowt, A.; Blanco, R.: Temporal information searching behaviour and strategies (2015) 3.51
    3.5145974 = sum of:
      3.5145974 = weight(author_txt:blanco in 4139) [ClassicSimilarity], result of:
        3.5145974 = fieldWeight in 4139, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.37226 = idf(docFreq=9, maxDocs=43254)
          0.375 = fieldNorm(doc=4139)
    
  5. Blanco, I.; Martín-Bautista, M.J.; Sánchez, D.; Vila, A.: Fuzzy logic for measuring information retrieval effectiviness (2003) 2.93
    2.9288313 = sum of:
      2.9288313 = weight(author_txt:blanco in 4780) [ClassicSimilarity], result of:
        2.9288313 = fieldWeight in 4780, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          9.37226 = idf(docFreq=9, maxDocs=43254)
          0.3125 = fieldNorm(doc=4780)
    

Similar documents (content)

  1. Shen, M.; Liu, D.-R.; Huang, Y.-S.: Extracting semantic relations to enrich domain ontologies (2012) 0.21
    0.2053296 = sum of:
      0.2053296 = product of:
        0.73332 = sum of:
          0.043653216 = weight(abstract_txt:extracting in 1732) [ClassicSimilarity], result of:
            0.043653216 = score(doc=1732,freq=1.0), product of:
              0.080426715 = queryWeight, product of:
                1.0099436 = boost
                6.9474573 = idf(docFreq=112, maxDocs=43254)
                0.011462446 = queryNorm
              0.5427701 = fieldWeight in 1732, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.9474573 = idf(docFreq=112, maxDocs=43254)
                0.078125 = fieldNorm(doc=1732)
          0.00793916 = weight(abstract_txt:this in 1732) [ClassicSimilarity], result of:
            0.00793916 = score(doc=1732,freq=2.0), product of:
              0.029553095 = queryWeight, product of:
                1.060374 = boost
                2.4314568 = idf(docFreq=10335, maxDocs=43254)
                0.011462446 = queryNorm
              0.26864055 = fieldWeight in 1732, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.4314568 = idf(docFreq=10335, maxDocs=43254)
                0.078125 = fieldNorm(doc=1732)
          0.0586816 = weight(abstract_txt:unsupervised in 1732) [ClassicSimilarity], result of:
            0.0586816 = score(doc=1732,freq=1.0), product of:
              0.09796196 = queryWeight, product of:
                1.1146171 = boost
                7.667512 = idf(docFreq=54, maxDocs=43254)
                0.011462446 = queryNorm
              0.59902436 = fieldWeight in 1732, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.667512 = idf(docFreq=54, maxDocs=43254)
                0.078125 = fieldNorm(doc=1732)
          0.05910391 = weight(abstract_txt:utilizes in 1732) [ClassicSimilarity], result of:
            0.05910391 = score(doc=1732,freq=1.0), product of:
              0.09843139 = queryWeight, product of:
                1.1172845 = boost
                7.685861 = idf(docFreq=53, maxDocs=43254)
                0.011462446 = queryNorm
              0.6004579 = fieldWeight in 1732, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.685861 = idf(docFreq=53, maxDocs=43254)
                0.078125 = fieldNorm(doc=1732)
          0.061862994 = weight(abstract_txt:ignored in 1732) [ClassicSimilarity], result of:
            0.061862994 = score(doc=1732,freq=1.0), product of:
              0.10147136 = queryWeight, product of:
                1.1344064 = boost
                7.803644 = idf(docFreq=47, maxDocs=43254)
                0.011462446 = queryNorm
              0.6096597 = fieldWeight in 1732, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.803644 = idf(docFreq=47, maxDocs=43254)
                0.078125 = fieldNorm(doc=1732)
          0.09964828 = weight(abstract_txt:semantic in 1732) [ClassicSimilarity], result of:
            0.09964828 = score(doc=1732,freq=2.0), product of:
              0.20109896 = queryWeight, product of:
                3.9118078 = boost
                4.484923 = idf(docFreq=1325, maxDocs=43254)
                0.011462446 = queryNorm
              0.49551862 = fieldWeight in 1732, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.484923 = idf(docFreq=1325, maxDocs=43254)
                0.078125 = fieldNorm(doc=1732)
          0.40243083 = weight(abstract_txt:relations in 1732) [ClassicSimilarity], result of:
            0.40243083 = score(doc=1732,freq=5.0), product of:
              0.4135776 = queryWeight, product of:
                6.4776945 = boost
                5.5700517 = idf(docFreq=447, maxDocs=43254)
                0.011462446 = queryNorm
              0.973048 = fieldWeight in 1732, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                5.5700517 = idf(docFreq=447, maxDocs=43254)
                0.078125 = fieldNorm(doc=1732)
        0.28 = coord(7/25)
    
  2. Jouis, C.: Logic of relationships (2002) 0.19
    0.18803705 = sum of:
      0.18803705 = product of:
        0.78348774 = sum of:
          0.008982134 = weight(abstract_txt:this in 3205) [ClassicSimilarity], result of:
            0.008982134 = score(doc=3205,freq=4.0), product of:
              0.029553095 = queryWeight, product of:
                1.060374 = boost
                2.4314568 = idf(docFreq=10335, maxDocs=43254)
                0.011462446 = queryNorm
              0.3039321 = fieldWeight in 3205, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                2.4314568 = idf(docFreq=10335, maxDocs=43254)
                0.0625 = fieldNorm(doc=3205)
          0.07061497 = weight(abstract_txt:relation in 3205) [ClassicSimilarity], result of:
            0.07061497 = score(doc=3205,freq=2.0), product of:
              0.14721695 = queryWeight, product of:
                2.3666635 = boost
                5.426802 = idf(docFreq=516, maxDocs=43254)
                0.011462446 = queryNorm
              0.47966605 = fieldWeight in 3205, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.426802 = idf(docFreq=516, maxDocs=43254)
                0.0625 = fieldNorm(doc=3205)
          0.047401793 = weight(abstract_txt:model in 3205) [ClassicSimilarity], result of:
            0.047401793 = score(doc=3205,freq=2.0), product of:
              0.13381538 = queryWeight, product of:
                2.9129632 = boost
                4.0076866 = idf(docFreq=2136, maxDocs=43254)
                0.011462446 = queryNorm
              0.3542328 = fieldWeight in 3205, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.0076866 = idf(docFreq=2136, maxDocs=43254)
                0.0625 = fieldNorm(doc=3205)
          0.12604623 = weight(abstract_txt:semantic in 3205) [ClassicSimilarity], result of:
            0.12604623 = score(doc=3205,freq=5.0), product of:
              0.20109896 = queryWeight, product of:
                3.9118078 = boost
                4.484923 = idf(docFreq=1325, maxDocs=43254)
                0.011462446 = queryNorm
              0.62678707 = fieldWeight in 3205, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                4.484923 = idf(docFreq=1325, maxDocs=43254)
                0.0625 = fieldNorm(doc=3205)
          0.24248654 = weight(abstract_txt:primitives in 3205) [ClassicSimilarity], result of:
            0.24248654 = score(doc=3205,freq=1.0), product of:
              0.42217743 = queryWeight, product of:
                4.0077915 = boost
                9.189939 = idf(docFreq=11, maxDocs=43254)
                0.011462446 = queryNorm
              0.57437116 = fieldWeight in 3205, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                9.189939 = idf(docFreq=11, maxDocs=43254)
                0.0625 = fieldNorm(doc=3205)
          0.28795606 = weight(abstract_txt:relations in 3205) [ClassicSimilarity], result of:
            0.28795606 = score(doc=3205,freq=4.0), product of:
              0.4135776 = queryWeight, product of:
                6.4776945 = boost
                5.5700517 = idf(docFreq=447, maxDocs=43254)
                0.011462446 = queryNorm
              0.69625646 = fieldWeight in 3205, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                5.5700517 = idf(docFreq=447, maxDocs=43254)
                0.0625 = fieldNorm(doc=3205)
        0.24 = coord(6/25)
    
  3. Eklund. P.W.: Logic-based networks : concept graphs and conceptual structures (2000) 0.14
    0.13968888 = sum of:
      0.13968888 = product of:
        0.69844437 = sum of:
          0.00793916 = weight(abstract_txt:this in 85) [ClassicSimilarity], result of:
            0.00793916 = score(doc=85,freq=2.0), product of:
              0.029553095 = queryWeight, product of:
                1.060374 = boost
                2.4314568 = idf(docFreq=10335, maxDocs=43254)
                0.011462446 = queryNorm
              0.26864055 = fieldWeight in 85, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.4314568 = idf(docFreq=10335, maxDocs=43254)
                0.078125 = fieldNorm(doc=85)
          0.06241541 = weight(abstract_txt:relation in 85) [ClassicSimilarity], result of:
            0.06241541 = score(doc=85,freq=1.0), product of:
              0.14721695 = queryWeight, product of:
                2.3666635 = boost
                5.426802 = idf(docFreq=516, maxDocs=43254)
                0.011462446 = queryNorm
              0.4239689 = fieldWeight in 85, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.426802 = idf(docFreq=516, maxDocs=43254)
                0.078125 = fieldNorm(doc=85)
          0.07046198 = weight(abstract_txt:semantic in 85) [ClassicSimilarity], result of:
            0.07046198 = score(doc=85,freq=1.0), product of:
              0.20109896 = queryWeight, product of:
                3.9118078 = boost
                4.484923 = idf(docFreq=1325, maxDocs=43254)
                0.011462446 = queryNorm
              0.3503846 = fieldWeight in 85, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.484923 = idf(docFreq=1325, maxDocs=43254)
                0.078125 = fieldNorm(doc=85)
          0.3031082 = weight(abstract_txt:primitives in 85) [ClassicSimilarity], result of:
            0.3031082 = score(doc=85,freq=1.0), product of:
              0.42217743 = queryWeight, product of:
                4.0077915 = boost
                9.189939 = idf(docFreq=11, maxDocs=43254)
                0.011462446 = queryNorm
              0.71796393 = fieldWeight in 85, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                9.189939 = idf(docFreq=11, maxDocs=43254)
                0.078125 = fieldNorm(doc=85)
          0.2545196 = weight(abstract_txt:relations in 85) [ClassicSimilarity], result of:
            0.2545196 = score(doc=85,freq=2.0), product of:
              0.4135776 = queryWeight, product of:
                6.4776945 = boost
                5.5700517 = idf(docFreq=447, maxDocs=43254)
                0.011462446 = queryNorm
              0.61540955 = fieldWeight in 85, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.5700517 = idf(docFreq=447, maxDocs=43254)
                0.078125 = fieldNorm(doc=85)
        0.2 = coord(5/25)
    
  4. Luca, E.W. de: Extending the linked data cloud with multilingual lexical linked data (2013) 0.12
    0.12193568 = sum of:
      0.12193568 = product of:
        0.43548456 = sum of:
          0.004491067 = weight(abstract_txt:this in 2538) [ClassicSimilarity], result of:
            0.004491067 = score(doc=2538,freq=1.0), product of:
              0.029553095 = queryWeight, product of:
                1.060374 = boost
                2.4314568 = idf(docFreq=10335, maxDocs=43254)
                0.011462446 = queryNorm
              0.15196605 = fieldWeight in 2538, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                2.4314568 = idf(docFreq=10335, maxDocs=43254)
                0.0625 = fieldNorm(doc=2538)
          0.034992266 = weight(abstract_txt:definition in 2538) [ClassicSimilarity], result of:
            0.034992266 = score(doc=2538,freq=1.0), product of:
              0.10146608 = queryWeight, product of:
                1.6042513 = boost
                5.517866 = idf(docFreq=471, maxDocs=43254)
                0.011462446 = queryNorm
              0.34486663 = fieldWeight in 2538, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.517866 = idf(docFreq=471, maxDocs=43254)
                0.0625 = fieldNorm(doc=2538)
          0.07093776 = weight(abstract_txt:inference in 2538) [ClassicSimilarity], result of:
            0.07093776 = score(doc=2538,freq=1.0), product of:
              0.16252662 = queryWeight, product of:
                2.0303655 = boost
                6.983497 = idf(docFreq=108, maxDocs=43254)
                0.011462446 = queryNorm
              0.43646857 = fieldWeight in 2538, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.983497 = idf(docFreq=108, maxDocs=43254)
                0.0625 = fieldNorm(doc=2538)
          0.049932327 = weight(abstract_txt:relation in 2538) [ClassicSimilarity], result of:
            0.049932327 = score(doc=2538,freq=1.0), product of:
              0.14721695 = queryWeight, product of:
                2.3666635 = boost
                5.426802 = idf(docFreq=516, maxDocs=43254)
                0.011462446 = queryNorm
              0.33917513 = fieldWeight in 2538, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.426802 = idf(docFreq=516, maxDocs=43254)
                0.0625 = fieldNorm(doc=2538)
          0.03351813 = weight(abstract_txt:model in 2538) [ClassicSimilarity], result of:
            0.03351813 = score(doc=2538,freq=1.0), product of:
              0.13381538 = queryWeight, product of:
                2.9129632 = boost
                4.0076866 = idf(docFreq=2136, maxDocs=43254)
                0.011462446 = queryNorm
              0.2504804 = fieldWeight in 2538, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.0076866 = idf(docFreq=2136, maxDocs=43254)
                0.0625 = fieldNorm(doc=2538)
          0.09763498 = weight(abstract_txt:semantic in 2538) [ClassicSimilarity], result of:
            0.09763498 = score(doc=2538,freq=3.0), product of:
              0.20109896 = queryWeight, product of:
                3.9118078 = boost
                4.484923 = idf(docFreq=1325, maxDocs=43254)
                0.011462446 = queryNorm
              0.48550713 = fieldWeight in 2538, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.484923 = idf(docFreq=1325, maxDocs=43254)
                0.0625 = fieldNorm(doc=2538)
          0.14397803 = weight(abstract_txt:relations in 2538) [ClassicSimilarity], result of:
            0.14397803 = score(doc=2538,freq=1.0), product of:
              0.4135776 = queryWeight, product of:
                6.4776945 = boost
                5.5700517 = idf(docFreq=447, maxDocs=43254)
                0.011462446 = queryNorm
              0.34812823 = fieldWeight in 2538, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.5700517 = idf(docFreq=447, maxDocs=43254)
                0.0625 = fieldNorm(doc=2538)
        0.28 = coord(7/25)
    
  5. Stock, W.G.: Concepts and semantic relations in information science (2010) 0.12
    0.12020703 = sum of:
      0.12020703 = product of:
        0.6010351 = sum of:
          0.04330072 = weight(abstract_txt:definition in 473) [ClassicSimilarity], result of:
            0.04330072 = score(doc=473,freq=2.0), product of:
              0.10146608 = queryWeight, product of:
                1.6042513 = boost
                5.517866 = idf(docFreq=471, maxDocs=43254)
                0.011462446 = queryNorm
              0.4267507 = fieldWeight in 473, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.517866 = idf(docFreq=471, maxDocs=43254)
                0.0546875 = fieldNorm(doc=473)
          0.0617881 = weight(abstract_txt:relation in 473) [ClassicSimilarity], result of:
            0.0617881 = score(doc=473,freq=2.0), product of:
              0.14721695 = queryWeight, product of:
                2.3666635 = boost
                5.426802 = idf(docFreq=516, maxDocs=43254)
                0.011462446 = queryNorm
              0.4197078 = fieldWeight in 473, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.426802 = idf(docFreq=516, maxDocs=43254)
                0.0546875 = fieldNorm(doc=473)
          0.029328365 = weight(abstract_txt:model in 473) [ClassicSimilarity], result of:
            0.029328365 = score(doc=473,freq=1.0), product of:
              0.13381538 = queryWeight, product of:
                2.9129632 = boost
                4.0076866 = idf(docFreq=2136, maxDocs=43254)
                0.011462446 = queryNorm
              0.21917036 = fieldWeight in 473, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.0076866 = idf(docFreq=2136, maxDocs=43254)
                0.0546875 = fieldNorm(doc=473)
          0.110290445 = weight(abstract_txt:semantic in 473) [ClassicSimilarity], result of:
            0.110290445 = score(doc=473,freq=5.0), product of:
              0.20109896 = queryWeight, product of:
                3.9118078 = boost
                4.484923 = idf(docFreq=1325, maxDocs=43254)
                0.011462446 = queryNorm
              0.54843867 = fieldWeight in 473, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                4.484923 = idf(docFreq=1325, maxDocs=43254)
                0.0546875 = fieldNorm(doc=473)
          0.35632744 = weight(abstract_txt:relations in 473) [ClassicSimilarity], result of:
            0.35632744 = score(doc=473,freq=8.0), product of:
              0.4135776 = queryWeight, product of:
                6.4776945 = boost
                5.5700517 = idf(docFreq=447, maxDocs=43254)
                0.011462446 = queryNorm
              0.8615734 = fieldWeight in 473, product of:
                2.828427 = tf(freq=8.0), with freq of:
                  8.0 = termFreq=8.0
                5.5700517 = idf(docFreq=447, maxDocs=43254)
                0.0546875 = fieldNorm(doc=473)
        0.2 = coord(5/25)