Document (#5388)

Author
Daniowicz, C.
Baliski, J.
Title
Document ranking based upon Markov chains
Source
Information processing and management. 37(2001) no.4, S.623-637
Year
2001
Theme
Retrievalalgorithmen

Similar documents (content)

  1. Urbain, J.; Goharian, N.; Frieder, O.: Probabilistic passage models for semantic search of genomics literature (2008) 0.35
    0.35089636 = sum of:
      0.35089636 = product of:
        0.52634454 = sum of:
          0.018459274 = weight(abstract_txt:based in 3380) [ClassicSimilarity], result of:
            0.018459274 = score(doc=3380,freq=1.0), product of:
              0.09278712 = queryWeight, product of:
                3.1830752 = idf(docFreq=5005, maxDocs=44421)
                0.029150149 = queryNorm
              0.1989422 = fieldWeight in 3380, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.1830752 = idf(docFreq=5005, maxDocs=44421)
                0.0625 = fieldNorm(doc=3380)
          0.10134223 = weight(abstract_txt:document in 3380) [ClassicSimilarity], result of:
            0.10134223 = score(doc=3380,freq=5.0), product of:
              0.16886835 = queryWeight, product of:
                1.349057 = boost
                4.29415 = idf(docFreq=1647, maxDocs=44421)
                0.029150149 = queryNorm
              0.6001257 = fieldWeight in 3380, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                4.29415 = idf(docFreq=1647, maxDocs=44421)
                0.0625 = fieldNorm(doc=3380)
          0.10033767 = weight(abstract_txt:ranking in 3380) [ClassicSimilarity], result of:
            0.10033767 = score(doc=3380,freq=1.0), product of:
              0.2868494 = queryWeight, product of:
                1.7582603 = boost
                5.5966744 = idf(docFreq=447, maxDocs=44421)
                0.029150149 = queryNorm
              0.34979215 = fieldWeight in 3380, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.5966744 = idf(docFreq=447, maxDocs=44421)
                0.0625 = fieldNorm(doc=3380)
          0.3062054 = weight(abstract_txt:markov in 3380) [ClassicSimilarity], result of:
            0.3062054 = score(doc=3380,freq=1.0), product of:
              0.6035128 = queryWeight, product of:
                2.5503478 = boost
                8.117949 = idf(docFreq=35, maxDocs=44421)
                0.029150149 = queryNorm
              0.5073718 = fieldWeight in 3380, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.117949 = idf(docFreq=35, maxDocs=44421)
                0.0625 = fieldNorm(doc=3380)
        0.6666667 = coord(4/6)
    
  2. Bryan, K.; Leise, T.: ¬The $25.000.000.000 eigenvector : the linear algebra behind Google 0.33
    0.32777724 = sum of:
      0.32777724 = product of:
        0.9833317 = sum of:
          0.45930806 = weight(abstract_txt:markov in 2353) [ClassicSimilarity], result of:
            0.45930806 = score(doc=2353,freq=1.0), product of:
              0.6035128 = queryWeight, product of:
                2.5503478 = boost
                8.117949 = idf(docFreq=35, maxDocs=44421)
                0.029150149 = queryNorm
              0.7610577 = fieldWeight in 2353, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.117949 = idf(docFreq=35, maxDocs=44421)
                0.09375 = fieldNorm(doc=2353)
          0.5240236 = weight(abstract_txt:chains in 2353) [ClassicSimilarity], result of:
            0.5240236 = score(doc=2353,freq=1.0), product of:
              0.65894777 = queryWeight, product of:
                2.6649046 = boost
                8.482592 = idf(docFreq=24, maxDocs=44421)
                0.029150149 = queryNorm
              0.79524297 = fieldWeight in 2353, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.482592 = idf(docFreq=24, maxDocs=44421)
                0.09375 = fieldNorm(doc=2353)
        0.33333334 = coord(2/6)
    
  3. Hoenkamp, E.; Bruza, P.D.; Song, D.; Huang, Q.: ¬An effective approach to verbose queries using a limited dependencies language model (2009) 0.31
    0.3135493 = sum of:
      0.3135493 = product of:
        0.47032395 = sum of:
          0.018459274 = weight(abstract_txt:based in 3122) [ClassicSimilarity], result of:
            0.018459274 = score(doc=3122,freq=1.0), product of:
              0.09278712 = queryWeight, product of:
                3.1830752 = idf(docFreq=5005, maxDocs=44421)
                0.029150149 = queryNorm
              0.1989422 = fieldWeight in 3122, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.1830752 = idf(docFreq=5005, maxDocs=44421)
                0.0625 = fieldNorm(doc=3122)
          0.045321625 = weight(abstract_txt:document in 3122) [ClassicSimilarity], result of:
            0.045321625 = score(doc=3122,freq=1.0), product of:
              0.16886835 = queryWeight, product of:
                1.349057 = boost
                4.29415 = idf(docFreq=1647, maxDocs=44421)
                0.029150149 = queryNorm
              0.26838437 = fieldWeight in 3122, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.29415 = idf(docFreq=1647, maxDocs=44421)
                0.0625 = fieldNorm(doc=3122)
          0.10033767 = weight(abstract_txt:ranking in 3122) [ClassicSimilarity], result of:
            0.10033767 = score(doc=3122,freq=1.0), product of:
              0.2868494 = queryWeight, product of:
                1.7582603 = boost
                5.5966744 = idf(docFreq=447, maxDocs=44421)
                0.029150149 = queryNorm
              0.34979215 = fieldWeight in 3122, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.5966744 = idf(docFreq=447, maxDocs=44421)
                0.0625 = fieldNorm(doc=3122)
          0.3062054 = weight(abstract_txt:markov in 3122) [ClassicSimilarity], result of:
            0.3062054 = score(doc=3122,freq=1.0), product of:
              0.6035128 = queryWeight, product of:
                2.5503478 = boost
                8.117949 = idf(docFreq=35, maxDocs=44421)
                0.029150149 = queryNorm
              0.5073718 = fieldWeight in 3122, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.117949 = idf(docFreq=35, maxDocs=44421)
                0.0625 = fieldNorm(doc=3122)
        0.6666667 = coord(4/6)
    
  4. Chen, H.-M.; Cooper, M.D.: Stochastic modeling of usage patterns in a Web-based information system (2002) 0.31
    0.30724025 = sum of:
      0.30724025 = product of:
        0.6144805 = sum of:
          0.027688911 = weight(abstract_txt:based in 1577) [ClassicSimilarity], result of:
            0.027688911 = score(doc=1577,freq=4.0), product of:
              0.09278712 = queryWeight, product of:
                3.1830752 = idf(docFreq=5005, maxDocs=44421)
                0.029150149 = queryNorm
              0.2984133 = fieldWeight in 1577, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                3.1830752 = idf(docFreq=5005, maxDocs=44421)
                0.046875 = fieldNorm(doc=1577)
          0.3247798 = weight(abstract_txt:markov in 1577) [ClassicSimilarity], result of:
            0.3247798 = score(doc=1577,freq=2.0), product of:
              0.6035128 = queryWeight, product of:
                2.5503478 = boost
                8.117949 = idf(docFreq=35, maxDocs=44421)
                0.029150149 = queryNorm
              0.538149 = fieldWeight in 1577, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.117949 = idf(docFreq=35, maxDocs=44421)
                0.046875 = fieldNorm(doc=1577)
          0.2620118 = weight(abstract_txt:chains in 1577) [ClassicSimilarity], result of:
            0.2620118 = score(doc=1577,freq=1.0), product of:
              0.65894777 = queryWeight, product of:
                2.6649046 = boost
                8.482592 = idf(docFreq=24, maxDocs=44421)
                0.029150149 = queryNorm
              0.39762148 = fieldWeight in 1577, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.482592 = idf(docFreq=24, maxDocs=44421)
                0.046875 = fieldNorm(doc=1577)
        0.5 = coord(3/6)
    
  5. Lhadj, L.S.; Boughanem, M.; Amrouche, K.: Enhancing information retrieval through concept-based language modeling and semantic smoothing (2016) 0.26
    0.2551669 = sum of:
      0.2551669 = product of:
        0.5103338 = sum of:
          0.031972397 = weight(abstract_txt:based in 4221) [ClassicSimilarity], result of:
            0.031972397 = score(doc=4221,freq=3.0), product of:
              0.09278712 = queryWeight, product of:
                3.1830752 = idf(docFreq=5005, maxDocs=44421)
                0.029150149 = queryNorm
              0.344578 = fieldWeight in 4221, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.1830752 = idf(docFreq=5005, maxDocs=44421)
                0.0625 = fieldNorm(doc=4221)
          0.045321625 = weight(abstract_txt:document in 4221) [ClassicSimilarity], result of:
            0.045321625 = score(doc=4221,freq=1.0), product of:
              0.16886835 = queryWeight, product of:
                1.349057 = boost
                4.29415 = idf(docFreq=1647, maxDocs=44421)
                0.029150149 = queryNorm
              0.26838437 = fieldWeight in 4221, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.29415 = idf(docFreq=1647, maxDocs=44421)
                0.0625 = fieldNorm(doc=4221)
          0.43303978 = weight(abstract_txt:markov in 4221) [ClassicSimilarity], result of:
            0.43303978 = score(doc=4221,freq=2.0), product of:
              0.6035128 = queryWeight, product of:
                2.5503478 = boost
                8.117949 = idf(docFreq=35, maxDocs=44421)
                0.029150149 = queryNorm
              0.71753204 = fieldWeight in 4221, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.117949 = idf(docFreq=35, maxDocs=44421)
                0.0625 = fieldNorm(doc=4221)
        0.5 = coord(3/6)