Document (#12858)

Author
Major, R.L.
Ragsdale, C.T.
Title
¬An aggregation approach to the classification problem using multiple prediction experts
Source
Information processing and management. 36(2000) no.4, S.683-696
Year
2000
Theme
Automatisches Klassifizieren

Similar documents (content)

  1. Tague-Sutcliffe, J.M.: Some perspectives on the evaluation of information retrieval systems (1996) 0.35
    0.35315847 = sum of:
      0.35315847 = product of:
        0.70631695 = sum of:
          0.04216165 = weight(abstract_txt:using in 4231) [ClassicSimilarity], result of:
            0.04216165 = score(doc=4231,freq=1.0), product of:
              0.13009578 = queryWeight, product of:
                3.4568708 = idf(docFreq=3806, maxDocs=44421)
                0.03763397 = queryNorm
              0.32408163 = fieldWeight in 4231, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.4568708 = idf(docFreq=3806, maxDocs=44421)
                0.09375 = fieldNorm(doc=4231)
          0.05344184 = weight(abstract_txt:approach in 4231) [ClassicSimilarity], result of:
            0.05344184 = score(doc=4231,freq=1.0), product of:
              0.1523722 = queryWeight, product of:
                1.0822343 = boost
                3.741144 = idf(docFreq=2864, maxDocs=44421)
                0.03763397 = queryNorm
              0.35073224 = fieldWeight in 4231, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.741144 = idf(docFreq=2864, maxDocs=44421)
                0.09375 = fieldNorm(doc=4231)
          0.21452738 = weight(abstract_txt:experts in 4231) [ClassicSimilarity], result of:
            0.21452738 = score(doc=4231,freq=1.0), product of:
              0.38486338 = queryWeight, product of:
                1.7199733 = boost
                5.9457254 = idf(docFreq=315, maxDocs=44421)
                0.03763397 = queryNorm
              0.5574118 = fieldWeight in 4231, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.9457254 = idf(docFreq=315, maxDocs=44421)
                0.09375 = fieldNorm(doc=4231)
          0.39618602 = weight(abstract_txt:aggregation in 4231) [ClassicSimilarity], result of:
            0.39618602 = score(doc=4231,freq=1.0), product of:
              0.5793187 = queryWeight, product of:
                2.1102173 = boost
                7.2947483 = idf(docFreq=81, maxDocs=44421)
                0.03763397 = queryNorm
              0.68388265 = fieldWeight in 4231, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.2947483 = idf(docFreq=81, maxDocs=44421)
                0.09375 = fieldNorm(doc=4231)
        0.5 = coord(4/8)
    
  2. Khoo, M.J.; Ahn, J.-w.; Binding, C.; Jones, H.J.; Lin, X.; Massam, D.; Tudhope, D.: Augmenting Dublin Core digital library metadata with Dewey Decimal Classification (2015) 0.33
    0.32983392 = sum of:
      0.32983392 = product of:
        0.5277343 = sum of:
          0.07636139 = weight(abstract_txt:approach in 3320) [ClassicSimilarity], result of:
            0.07636139 = score(doc=3320,freq=6.0), product of:
              0.1523722 = queryWeight, product of:
                1.0822343 = boost
                3.741144 = idf(docFreq=2864, maxDocs=44421)
                0.03763397 = queryNorm
              0.5011504 = fieldWeight in 3320, product of:
                2.4494898 = tf(freq=6.0), with freq of:
                  6.0 = termFreq=6.0
                3.741144 = idf(docFreq=2864, maxDocs=44421)
                0.0546875 = fieldNorm(doc=3320)
          0.053570237 = weight(abstract_txt:classification in 3320) [ClassicSimilarity], result of:
            0.053570237 = score(doc=3320,freq=2.0), product of:
              0.17350526 = queryWeight, product of:
                1.1548477 = boost
                3.9921594 = idf(docFreq=2228, maxDocs=44421)
                0.03763397 = queryNorm
              0.3087528 = fieldWeight in 3320, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.9921594 = idf(docFreq=2228, maxDocs=44421)
                0.0546875 = fieldNorm(doc=3320)
          0.05279709 = weight(abstract_txt:problem in 3320) [ClassicSimilarity], result of:
            0.05279709 = score(doc=3320,freq=1.0), product of:
              0.21649452 = queryWeight, product of:
                1.2900064 = boost
                4.4593854 = idf(docFreq=1396, maxDocs=44421)
                0.03763397 = queryNorm
              0.24387264 = fieldWeight in 3320, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.4593854 = idf(docFreq=1396, maxDocs=44421)
                0.0546875 = fieldNorm(doc=3320)
          0.11389708 = weight(abstract_txt:multiple in 3320) [ClassicSimilarity], result of:
            0.11389708 = score(doc=3320,freq=2.0), product of:
              0.28688332 = queryWeight, product of:
                1.4849815 = boost
                5.1333895 = idf(docFreq=711, maxDocs=44421)
                0.03763397 = queryNorm
              0.39701533 = fieldWeight in 3320, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.1333895 = idf(docFreq=711, maxDocs=44421)
                0.0546875 = fieldNorm(doc=3320)
          0.23110852 = weight(abstract_txt:aggregation in 3320) [ClassicSimilarity], result of:
            0.23110852 = score(doc=3320,freq=1.0), product of:
              0.5793187 = queryWeight, product of:
                2.1102173 = boost
                7.2947483 = idf(docFreq=81, maxDocs=44421)
                0.03763397 = queryNorm
              0.39893156 = fieldWeight in 3320, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.2947483 = idf(docFreq=81, maxDocs=44421)
                0.0546875 = fieldNorm(doc=3320)
        0.625 = coord(5/8)
    
  3. González-Ibáñez, R.; Esparza-Villamán, A.; Vargas-Godoy, J.C.; Shah, C.: ¬A comparison of unimodal and multimodal models for implicit detection of relevance in interactive IR (2019) 0.30
    0.30233365 = sum of:
      0.30233365 = product of:
        0.48373386 = sum of:
          0.02810777 = weight(abstract_txt:using in 417) [ClassicSimilarity], result of:
            0.02810777 = score(doc=417,freq=1.0), product of:
              0.13009578 = queryWeight, product of:
                3.4568708 = idf(docFreq=3806, maxDocs=44421)
                0.03763397 = queryNorm
              0.21605442 = fieldWeight in 417, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.4568708 = idf(docFreq=3806, maxDocs=44421)
                0.0625 = fieldNorm(doc=417)
          0.035627894 = weight(abstract_txt:approach in 417) [ClassicSimilarity], result of:
            0.035627894 = score(doc=417,freq=1.0), product of:
              0.1523722 = queryWeight, product of:
                1.0822343 = boost
                3.741144 = idf(docFreq=2864, maxDocs=44421)
                0.03763397 = queryNorm
              0.2338215 = fieldWeight in 417, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.741144 = idf(docFreq=2864, maxDocs=44421)
                0.0625 = fieldNorm(doc=417)
          0.07498272 = weight(abstract_txt:classification in 417) [ClassicSimilarity], result of:
            0.07498272 = score(doc=417,freq=3.0), product of:
              0.17350526 = queryWeight, product of:
                1.1548477 = boost
                3.9921594 = idf(docFreq=2228, maxDocs=44421)
                0.03763397 = queryNorm
              0.43216392 = fieldWeight in 417, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.9921594 = idf(docFreq=2228, maxDocs=44421)
                0.0625 = fieldNorm(doc=417)
          0.09204274 = weight(abstract_txt:multiple in 417) [ClassicSimilarity], result of:
            0.09204274 = score(doc=417,freq=1.0), product of:
              0.28688332 = queryWeight, product of:
                1.4849815 = boost
                5.1333895 = idf(docFreq=711, maxDocs=44421)
                0.03763397 = queryNorm
              0.32083684 = fieldWeight in 417, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.1333895 = idf(docFreq=711, maxDocs=44421)
                0.0625 = fieldNorm(doc=417)
          0.25297275 = weight(abstract_txt:prediction in 417) [ClassicSimilarity], result of:
            0.25297275 = score(doc=417,freq=1.0), product of:
              0.56289595 = queryWeight, product of:
                2.0800917 = boost
                7.190608 = idf(docFreq=90, maxDocs=44421)
                0.03763397 = queryNorm
              0.449413 = fieldWeight in 417, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.190608 = idf(docFreq=90, maxDocs=44421)
                0.0625 = fieldNorm(doc=417)
        0.625 = coord(5/8)
    
  4. Turban, E.; Tan, M.: Methods for knowledge acquisition from multiple records : an assessment (1993) 0.29
    0.2927014 = sum of:
      0.2927014 = product of:
        0.5854028 = sum of:
          0.05344184 = weight(abstract_txt:approach in 1031) [ClassicSimilarity], result of:
            0.05344184 = score(doc=1031,freq=1.0), product of:
              0.1523722 = queryWeight, product of:
                1.0822343 = boost
                3.741144 = idf(docFreq=2864, maxDocs=44421)
                0.03763397 = queryNorm
              0.35073224 = fieldWeight in 1031, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.741144 = idf(docFreq=2864, maxDocs=44421)
                0.09375 = fieldNorm(doc=1031)
          0.090509295 = weight(abstract_txt:problem in 1031) [ClassicSimilarity], result of:
            0.090509295 = score(doc=1031,freq=1.0), product of:
              0.21649452 = queryWeight, product of:
                1.2900064 = boost
                4.4593854 = idf(docFreq=1396, maxDocs=44421)
                0.03763397 = queryNorm
              0.4180674 = fieldWeight in 1031, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.4593854 = idf(docFreq=1396, maxDocs=44421)
                0.09375 = fieldNorm(doc=1031)
          0.13806412 = weight(abstract_txt:multiple in 1031) [ClassicSimilarity], result of:
            0.13806412 = score(doc=1031,freq=1.0), product of:
              0.28688332 = queryWeight, product of:
                1.4849815 = boost
                5.1333895 = idf(docFreq=711, maxDocs=44421)
                0.03763397 = queryNorm
              0.48125526 = fieldWeight in 1031, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.1333895 = idf(docFreq=711, maxDocs=44421)
                0.09375 = fieldNorm(doc=1031)
          0.30338752 = weight(abstract_txt:experts in 1031) [ClassicSimilarity], result of:
            0.30338752 = score(doc=1031,freq=2.0), product of:
              0.38486338 = queryWeight, product of:
                1.7199733 = boost
                5.9457254 = idf(docFreq=315, maxDocs=44421)
                0.03763397 = queryNorm
              0.78829926 = fieldWeight in 1031, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.9457254 = idf(docFreq=315, maxDocs=44421)
                0.09375 = fieldNorm(doc=1031)
        0.5 = coord(4/8)
    
  5. Wang, S.; Koopman, R.: Embed first, then predict (2019) 0.26
    0.26076558 = sum of:
      0.26076558 = product of:
        0.52153116 = sum of:
          0.044534866 = weight(abstract_txt:approach in 400) [ClassicSimilarity], result of:
            0.044534866 = score(doc=400,freq=1.0), product of:
              0.1523722 = queryWeight, product of:
                1.0822343 = boost
                3.741144 = idf(docFreq=2864, maxDocs=44421)
                0.03763397 = queryNorm
              0.29227686 = fieldWeight in 400, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.741144 = idf(docFreq=2864, maxDocs=44421)
                0.078125 = fieldNorm(doc=400)
          0.05411411 = weight(abstract_txt:classification in 400) [ClassicSimilarity], result of:
            0.05411411 = score(doc=400,freq=1.0), product of:
              0.17350526 = queryWeight, product of:
                1.1548477 = boost
                3.9921594 = idf(docFreq=2228, maxDocs=44421)
                0.03763397 = queryNorm
              0.31188744 = fieldWeight in 400, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.9921594 = idf(docFreq=2228, maxDocs=44421)
                0.078125 = fieldNorm(doc=400)
          0.10666622 = weight(abstract_txt:problem in 400) [ClassicSimilarity], result of:
            0.10666622 = score(doc=400,freq=2.0), product of:
              0.21649452 = queryWeight, product of:
                1.2900064 = boost
                4.4593854 = idf(docFreq=1396, maxDocs=44421)
                0.03763397 = queryNorm
              0.49269712 = fieldWeight in 400, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.4593854 = idf(docFreq=1396, maxDocs=44421)
                0.078125 = fieldNorm(doc=400)
          0.31621596 = weight(abstract_txt:prediction in 400) [ClassicSimilarity], result of:
            0.31621596 = score(doc=400,freq=1.0), product of:
              0.56289595 = queryWeight, product of:
                2.0800917 = boost
                7.190608 = idf(docFreq=90, maxDocs=44421)
                0.03763397 = queryNorm
              0.56176627 = fieldWeight in 400, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.190608 = idf(docFreq=90, maxDocs=44421)
                0.078125 = fieldNorm(doc=400)
        0.5 = coord(4/8)