Document (#40185)

Author

Pandey, S.
Khanna, P.
Yokota, H.

Title

¬A semantics and image retrieval system for hierarchical image databases

Source

Information processing and management. 52(2016) no.4, S.571-591

Year

2016

Abstract

General graph random walk has been successfully applied in multi-document summarization, but it has some limitations to process documents by this way. In this paper, we propose a novel hypergraph based vertex-reinforced random walk framework for multi-document summarization. The framework first exploits the Hierarchical Dirichlet Process (HDP) topic model to learn a word-topic probability distribution in sentences. Then the hypergraph is used to capture both cluster relationship based on the word-topic probability distribution and pairwise similarity among sentences. Finally, a time-variant random walk algorithm for hypergraphs is developed to rank sentences which ensures sentence diversity by vertex-reinforcement in summaries. Experimental results on the public available dataset demonstrate the effectiveness of our framework.

Content

Vgl.: http://www.sciencedirect.com/science/article/pii/S0306457315001429.

Form

Bilder

Similar documents (content)

1. Xiong, S.; Ji, D.: Query-focused multi-document summarization using hypergraph-based ranking (2016) 3.33

   3.3328404 = sum of:
     3.3328404 = product of:
       3.4717088 = sum of:
         0.054053374 = weight(abstract_txt:summaries in 3972) [ClassicSimilarity], result of:
           0.054053374 = score(doc=3972,freq=1.0), product of:
             0.09830639 = queryWeight, product of:
               7.0380287 = idf(docFreq=105, maxDocs=44421)
               0.013967887 = queryNorm
             0.549846 = fieldWeight in 3972, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.0380287 = idf(docFreq=105, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.06276353 = weight(abstract_txt:variant in 3972) [ClassicSimilarity], result of:
           0.06276353 = score(doc=3972,freq=1.0), product of:
             0.10860207 = queryWeight, product of:
               1.0510616 = boost
               7.3974023 = idf(docFreq=73, maxDocs=44421)
               0.013967887 = queryNorm
             0.57792205 = fieldWeight in 3972, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.3974023 = idf(docFreq=73, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.07762027 = weight(abstract_txt:exploits in 3972) [ClassicSimilarity], result of:
           0.07762027 = score(doc=3972,freq=1.0), product of:
             0.12512669 = queryWeight, product of:
               1.1281948 = boost
               7.9402676 = idf(docFreq=42, maxDocs=44421)
               0.013967887 = queryNorm
             0.62033343 = fieldWeight in 3972, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.9402676 = idf(docFreq=42, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.029109377 = weight(abstract_txt:process in 3972) [ClassicSimilarity], result of:
           0.029109377 = score(doc=3972,freq=2.0), product of:
             0.06507115 = queryWeight, product of:
               1.1505841 = boost
               4.048922 = idf(docFreq=2105, maxDocs=44421)
               0.013967887 = queryNorm
             0.4473469 = fieldWeight in 3972, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.048922 = idf(docFreq=2105, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.08761718 = weight(abstract_txt:dirichlet in 3972) [ClassicSimilarity], result of:
           0.08761718 = score(doc=3972,freq=1.0), product of:
             0.13565196 = queryWeight, product of:
               1.174687 = boost
               8.267481 = idf(docFreq=30, maxDocs=44421)
               0.013967887 = queryNorm
             0.6458969 = fieldWeight in 3972, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.267481 = idf(docFreq=30, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.08975468 = weight(abstract_txt:ensures in 3972) [ClassicSimilarity], result of:
           0.08975468 = score(doc=3972,freq=1.0), product of:
             0.13784932 = queryWeight, product of:
               1.1841629 = boost
               8.334172 = idf(docFreq=28, maxDocs=44421)
               0.013967887 = queryNorm
             0.6511072 = fieldWeight in 3972, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.334172 = idf(docFreq=28, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.09089317 = weight(abstract_txt:pairwise in 3972) [ClassicSimilarity], result of:
           0.09089317 = score(doc=3972,freq=1.0), product of:
             0.13901256 = queryWeight, product of:
               1.1891487 = boost
               8.369263 = idf(docFreq=27, maxDocs=44421)
               0.013967887 = queryNorm
             0.65384865 = fieldWeight in 3972, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.369263 = idf(docFreq=27, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.034725323 = weight(abstract_txt:document in 3972) [ClassicSimilarity], result of:
           0.034725323 = score(doc=3972,freq=2.0), product of:
             0.073192075 = queryWeight, product of:
               1.2202706 = boost
               4.29415 = idf(docFreq=1647, maxDocs=44421)
               0.013967887 = queryNorm
             0.47444102 = fieldWeight in 3972, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.29415 = idf(docFreq=1647, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.10412139 = weight(abstract_txt:reinforced in 3972) [ClassicSimilarity], result of:
           0.10412139 = score(doc=3972,freq=1.0), product of:
             0.15219247 = queryWeight, product of:
               1.2442445 = boost
               8.757029 = idf(docFreq=18, maxDocs=44421)
               0.013967887 = queryNorm
             0.6841428 = fieldWeight in 3972, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.757029 = idf(docFreq=18, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.108139455 = weight(abstract_txt:reinforcement in 3972) [ClassicSimilarity], result of:
           0.108139455 = score(doc=3972,freq=1.0), product of:
             0.15608314 = queryWeight, product of:
               1.2600482 = boost
               8.868255 = idf(docFreq=16, maxDocs=44421)
               0.013967887 = queryNorm
             0.6928324 = fieldWeight in 3972, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.868255 = idf(docFreq=16, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.14395472 = weight(abstract_txt:hypergraphs in 3972) [ClassicSimilarity], result of:
           0.14395472 = score(doc=3972,freq=1.0), product of:
             0.18887906 = queryWeight, product of:
               1.3861207 = boost
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.013967887 = queryNorm
             0.7621529 = fieldWeight in 3972, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.070525944 = weight(abstract_txt:word in 3972) [ClassicSimilarity], result of:
           0.070525944 = score(doc=3972,freq=2.0), product of:
             0.11738136 = queryWeight, product of:
               1.5453387 = boost
               5.4380693 = idf(docFreq=524, maxDocs=44421)
               0.013967887 = queryNorm
             0.60082746 = fieldWeight in 3972, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.4380693 = idf(docFreq=524, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.07687848 = weight(abstract_txt:distribution in 3972) [ClassicSimilarity], result of:
           0.07687848 = score(doc=3972,freq=2.0), product of:
             0.124328226 = queryWeight, product of:
               1.5904096 = boost
               5.5966744 = idf(docFreq=447, maxDocs=44421)
               0.013967887 = queryNorm
             0.618351 = fieldWeight in 3972, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.5966744 = idf(docFreq=447, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.0583459 = weight(abstract_txt:hierarchical in 3972) [ClassicSimilarity], result of:
           0.0583459 = score(doc=3972,freq=1.0), product of:
             0.13033171 = queryWeight, product of:
               1.6283553 = boost
               5.7302055 = idf(docFreq=391, maxDocs=44421)
               0.013967887 = queryNorm
             0.4476723 = fieldWeight in 3972, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.7302055 = idf(docFreq=391, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.0918853 = weight(abstract_txt:multi in 3972) [ClassicSimilarity], result of:
           0.0918853 = score(doc=3972,freq=2.0), product of:
             0.14002231 = queryWeight, product of:
               1.6878068 = boost
               5.9394164 = idf(docFreq=317, maxDocs=44421)
               0.013967887 = queryNorm
             0.656219 = fieldWeight in 3972, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.9394164 = idf(docFreq=317, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.0756159 = weight(abstract_txt:framework in 3972) [ClassicSimilarity], result of:
           0.0756159 = score(doc=3972,freq=3.0), product of:
             0.12296324 = queryWeight, product of:
               1.9371239 = boost
               4.5445113 = idf(docFreq=1282, maxDocs=44421)
               0.013967887 = queryNorm
             0.6149472 = fieldWeight in 3972, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.5445113 = idf(docFreq=1282, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.14289092 = weight(abstract_txt:probability in 3972) [ClassicSimilarity], result of:
           0.14289092 = score(doc=3972,freq=2.0), product of:
             0.18794738 = queryWeight, product of:
               1.9554299 = boost
               6.881186 = idf(docFreq=123, maxDocs=44421)
               0.013967887 = queryNorm
             0.76027083 = fieldWeight in 3972, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               6.881186 = idf(docFreq=123, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.1587415 = weight(abstract_txt:summarization in 3972) [ClassicSimilarity], result of:
           0.1587415 = score(doc=3972,freq=2.0), product of:
             0.2016014 = queryWeight, product of:
               2.025214 = boost
               7.1267567 = idf(docFreq=96, maxDocs=44421)
               0.013967887 = queryNorm
             0.78740275 = fieldWeight in 3972, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               7.1267567 = idf(docFreq=96, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.1039921 = weight(abstract_txt:topic in 3972) [ClassicSimilarity], result of:
           0.1039921 = score(doc=3972,freq=3.0), product of:
             0.15206645 = queryWeight, product of:
               2.1542022 = boost
               5.053779 = idf(docFreq=770, maxDocs=44421)
               0.013967887 = queryNorm
             0.6838595 = fieldWeight in 3972, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               5.053779 = idf(docFreq=770, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.39067385 = weight(abstract_txt:hypergraph in 3972) [ClassicSimilarity], result of:
           0.39067385 = score(doc=3972,freq=2.0), product of:
             0.36748767 = queryWeight, product of:
               2.7342958 = boost
               9.622026 = idf(docFreq=7, maxDocs=44421)
               0.013967887 = queryNorm
             1.0630938 = fieldWeight in 3972, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               9.622026 = idf(docFreq=7, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.22443329 = weight(abstract_txt:random in 3972) [ClassicSimilarity], result of:
           0.22443329 = score(doc=3972,freq=3.0), product of:
             0.25395575 = queryWeight, product of:
               2.783869 = boost
               6.5309834 = idf(docFreq=175, maxDocs=44421)
               0.013967887 = queryNorm
             0.8837496 = fieldWeight in 3972, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               6.5309834 = idf(docFreq=175, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.42677334 = weight(abstract_txt:vertex in 3972) [ClassicSimilarity], result of:
           0.42677334 = score(doc=3972,freq=2.0), product of:
             0.38979062 = queryWeight, product of:
               2.8160465 = boost
               9.909708 = idf(docFreq=5, maxDocs=44421)
               0.013967887 = queryNorm
             1.0948784 = fieldWeight in 3972, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               9.909708 = idf(docFreq=5, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.2764581 = weight(abstract_txt:sentences in 3972) [ClassicSimilarity], result of:
           0.2764581 = score(doc=3972,freq=3.0), product of:
             0.29182294 = queryWeight, product of:
               2.9842107 = boost
               7.000987 = idf(docFreq=109, maxDocs=44421)
               0.013967887 = queryNorm
             0.94734883 = fieldWeight in 3972, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               7.000987 = idf(docFreq=109, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
         0.4917419 = weight(abstract_txt:walk in 3972) [ClassicSimilarity], result of:
           0.4917419 = score(doc=3972,freq=3.0), product of:
             0.42840844 = queryWeight, product of:
               3.6157532 = boost
               8.482592 = idf(docFreq=24, maxDocs=44421)
               0.013967887 = queryNorm
             1.1478343 = fieldWeight in 3972, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               8.482592 = idf(docFreq=24, maxDocs=44421)
               0.078125 = fieldNorm(doc=3972)
       0.96 = coord(24/25)
   

2. Chang, Y.-W.: Influence of human behavior and the principle of least effort on library and information science research (2016) 3.33

   3.3328404 = sum of:
     3.3328404 = product of:
       3.4717088 = sum of:
         0.054053374 = weight(abstract_txt:summaries in 3973) [ClassicSimilarity], result of:
           0.054053374 = score(doc=3973,freq=1.0), product of:
             0.09830639 = queryWeight, product of:
               7.0380287 = idf(docFreq=105, maxDocs=44421)
               0.013967887 = queryNorm
             0.549846 = fieldWeight in 3973, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.0380287 = idf(docFreq=105, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.06276353 = weight(abstract_txt:variant in 3973) [ClassicSimilarity], result of:
           0.06276353 = score(doc=3973,freq=1.0), product of:
             0.10860207 = queryWeight, product of:
               1.0510616 = boost
               7.3974023 = idf(docFreq=73, maxDocs=44421)
               0.013967887 = queryNorm
             0.57792205 = fieldWeight in 3973, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.3974023 = idf(docFreq=73, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.07762027 = weight(abstract_txt:exploits in 3973) [ClassicSimilarity], result of:
           0.07762027 = score(doc=3973,freq=1.0), product of:
             0.12512669 = queryWeight, product of:
               1.1281948 = boost
               7.9402676 = idf(docFreq=42, maxDocs=44421)
               0.013967887 = queryNorm
             0.62033343 = fieldWeight in 3973, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.9402676 = idf(docFreq=42, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.029109377 = weight(abstract_txt:process in 3973) [ClassicSimilarity], result of:
           0.029109377 = score(doc=3973,freq=2.0), product of:
             0.06507115 = queryWeight, product of:
               1.1505841 = boost
               4.048922 = idf(docFreq=2105, maxDocs=44421)
               0.013967887 = queryNorm
             0.4473469 = fieldWeight in 3973, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.048922 = idf(docFreq=2105, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.08761718 = weight(abstract_txt:dirichlet in 3973) [ClassicSimilarity], result of:
           0.08761718 = score(doc=3973,freq=1.0), product of:
             0.13565196 = queryWeight, product of:
               1.174687 = boost
               8.267481 = idf(docFreq=30, maxDocs=44421)
               0.013967887 = queryNorm
             0.6458969 = fieldWeight in 3973, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.267481 = idf(docFreq=30, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.08975468 = weight(abstract_txt:ensures in 3973) [ClassicSimilarity], result of:
           0.08975468 = score(doc=3973,freq=1.0), product of:
             0.13784932 = queryWeight, product of:
               1.1841629 = boost
               8.334172 = idf(docFreq=28, maxDocs=44421)
               0.013967887 = queryNorm
             0.6511072 = fieldWeight in 3973, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.334172 = idf(docFreq=28, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.09089317 = weight(abstract_txt:pairwise in 3973) [ClassicSimilarity], result of:
           0.09089317 = score(doc=3973,freq=1.0), product of:
             0.13901256 = queryWeight, product of:
               1.1891487 = boost
               8.369263 = idf(docFreq=27, maxDocs=44421)
               0.013967887 = queryNorm
             0.65384865 = fieldWeight in 3973, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.369263 = idf(docFreq=27, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.034725323 = weight(abstract_txt:document in 3973) [ClassicSimilarity], result of:
           0.034725323 = score(doc=3973,freq=2.0), product of:
             0.073192075 = queryWeight, product of:
               1.2202706 = boost
               4.29415 = idf(docFreq=1647, maxDocs=44421)
               0.013967887 = queryNorm
             0.47444102 = fieldWeight in 3973, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.29415 = idf(docFreq=1647, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.10412139 = weight(abstract_txt:reinforced in 3973) [ClassicSimilarity], result of:
           0.10412139 = score(doc=3973,freq=1.0), product of:
             0.15219247 = queryWeight, product of:
               1.2442445 = boost
               8.757029 = idf(docFreq=18, maxDocs=44421)
               0.013967887 = queryNorm
             0.6841428 = fieldWeight in 3973, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.757029 = idf(docFreq=18, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.108139455 = weight(abstract_txt:reinforcement in 3973) [ClassicSimilarity], result of:
           0.108139455 = score(doc=3973,freq=1.0), product of:
             0.15608314 = queryWeight, product of:
               1.2600482 = boost
               8.868255 = idf(docFreq=16, maxDocs=44421)
               0.013967887 = queryNorm
             0.6928324 = fieldWeight in 3973, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.868255 = idf(docFreq=16, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.14395472 = weight(abstract_txt:hypergraphs in 3973) [ClassicSimilarity], result of:
           0.14395472 = score(doc=3973,freq=1.0), product of:
             0.18887906 = queryWeight, product of:
               1.3861207 = boost
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.013967887 = queryNorm
             0.7621529 = fieldWeight in 3973, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.070525944 = weight(abstract_txt:word in 3973) [ClassicSimilarity], result of:
           0.070525944 = score(doc=3973,freq=2.0), product of:
             0.11738136 = queryWeight, product of:
               1.5453387 = boost
               5.4380693 = idf(docFreq=524, maxDocs=44421)
               0.013967887 = queryNorm
             0.60082746 = fieldWeight in 3973, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.4380693 = idf(docFreq=524, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.07687848 = weight(abstract_txt:distribution in 3973) [ClassicSimilarity], result of:
           0.07687848 = score(doc=3973,freq=2.0), product of:
             0.124328226 = queryWeight, product of:
               1.5904096 = boost
               5.5966744 = idf(docFreq=447, maxDocs=44421)
               0.013967887 = queryNorm
             0.618351 = fieldWeight in 3973, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.5966744 = idf(docFreq=447, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.0583459 = weight(abstract_txt:hierarchical in 3973) [ClassicSimilarity], result of:
           0.0583459 = score(doc=3973,freq=1.0), product of:
             0.13033171 = queryWeight, product of:
               1.6283553 = boost
               5.7302055 = idf(docFreq=391, maxDocs=44421)
               0.013967887 = queryNorm
             0.4476723 = fieldWeight in 3973, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.7302055 = idf(docFreq=391, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.0918853 = weight(abstract_txt:multi in 3973) [ClassicSimilarity], result of:
           0.0918853 = score(doc=3973,freq=2.0), product of:
             0.14002231 = queryWeight, product of:
               1.6878068 = boost
               5.9394164 = idf(docFreq=317, maxDocs=44421)
               0.013967887 = queryNorm
             0.656219 = fieldWeight in 3973, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.9394164 = idf(docFreq=317, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.0756159 = weight(abstract_txt:framework in 3973) [ClassicSimilarity], result of:
           0.0756159 = score(doc=3973,freq=3.0), product of:
             0.12296324 = queryWeight, product of:
               1.9371239 = boost
               4.5445113 = idf(docFreq=1282, maxDocs=44421)
               0.013967887 = queryNorm
             0.6149472 = fieldWeight in 3973, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.5445113 = idf(docFreq=1282, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.14289092 = weight(abstract_txt:probability in 3973) [ClassicSimilarity], result of:
           0.14289092 = score(doc=3973,freq=2.0), product of:
             0.18794738 = queryWeight, product of:
               1.9554299 = boost
               6.881186 = idf(docFreq=123, maxDocs=44421)
               0.013967887 = queryNorm
             0.76027083 = fieldWeight in 3973, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               6.881186 = idf(docFreq=123, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.1587415 = weight(abstract_txt:summarization in 3973) [ClassicSimilarity], result of:
           0.1587415 = score(doc=3973,freq=2.0), product of:
             0.2016014 = queryWeight, product of:
               2.025214 = boost
               7.1267567 = idf(docFreq=96, maxDocs=44421)
               0.013967887 = queryNorm
             0.78740275 = fieldWeight in 3973, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               7.1267567 = idf(docFreq=96, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.1039921 = weight(abstract_txt:topic in 3973) [ClassicSimilarity], result of:
           0.1039921 = score(doc=3973,freq=3.0), product of:
             0.15206645 = queryWeight, product of:
               2.1542022 = boost
               5.053779 = idf(docFreq=770, maxDocs=44421)
               0.013967887 = queryNorm
             0.6838595 = fieldWeight in 3973, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               5.053779 = idf(docFreq=770, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.39067385 = weight(abstract_txt:hypergraph in 3973) [ClassicSimilarity], result of:
           0.39067385 = score(doc=3973,freq=2.0), product of:
             0.36748767 = queryWeight, product of:
               2.7342958 = boost
               9.622026 = idf(docFreq=7, maxDocs=44421)
               0.013967887 = queryNorm
             1.0630938 = fieldWeight in 3973, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               9.622026 = idf(docFreq=7, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.22443329 = weight(abstract_txt:random in 3973) [ClassicSimilarity], result of:
           0.22443329 = score(doc=3973,freq=3.0), product of:
             0.25395575 = queryWeight, product of:
               2.783869 = boost
               6.5309834 = idf(docFreq=175, maxDocs=44421)
               0.013967887 = queryNorm
             0.8837496 = fieldWeight in 3973, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               6.5309834 = idf(docFreq=175, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.42677334 = weight(abstract_txt:vertex in 3973) [ClassicSimilarity], result of:
           0.42677334 = score(doc=3973,freq=2.0), product of:
             0.38979062 = queryWeight, product of:
               2.8160465 = boost
               9.909708 = idf(docFreq=5, maxDocs=44421)
               0.013967887 = queryNorm
             1.0948784 = fieldWeight in 3973, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               9.909708 = idf(docFreq=5, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.2764581 = weight(abstract_txt:sentences in 3973) [ClassicSimilarity], result of:
           0.2764581 = score(doc=3973,freq=3.0), product of:
             0.29182294 = queryWeight, product of:
               2.9842107 = boost
               7.000987 = idf(docFreq=109, maxDocs=44421)
               0.013967887 = queryNorm
             0.94734883 = fieldWeight in 3973, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               7.000987 = idf(docFreq=109, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
         0.4917419 = weight(abstract_txt:walk in 3973) [ClassicSimilarity], result of:
           0.4917419 = score(doc=3973,freq=3.0), product of:
             0.42840844 = queryWeight, product of:
               3.6157532 = boost
               8.482592 = idf(docFreq=24, maxDocs=44421)
               0.013967887 = queryNorm
             1.1478343 = fieldWeight in 3973, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               8.482592 = idf(docFreq=24, maxDocs=44421)
               0.078125 = fieldNorm(doc=3973)
       0.96 = coord(24/25)
   

3. Vilares, J.; Alonso, M.A.; Doval, Y.; Vilares, M.: Studying the effect and treatment of misspelled queries in Cross-Language Information Retrieval (2016) 3.33

   3.3328404 = sum of:
     3.3328404 = product of:
       3.4717088 = sum of:
         0.054053374 = weight(abstract_txt:summaries in 3974) [ClassicSimilarity], result of:
           0.054053374 = score(doc=3974,freq=1.0), product of:
             0.09830639 = queryWeight, product of:
               7.0380287 = idf(docFreq=105, maxDocs=44421)
               0.013967887 = queryNorm
             0.549846 = fieldWeight in 3974, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.0380287 = idf(docFreq=105, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.06276353 = weight(abstract_txt:variant in 3974) [ClassicSimilarity], result of:
           0.06276353 = score(doc=3974,freq=1.0), product of:
             0.10860207 = queryWeight, product of:
               1.0510616 = boost
               7.3974023 = idf(docFreq=73, maxDocs=44421)
               0.013967887 = queryNorm
             0.57792205 = fieldWeight in 3974, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.3974023 = idf(docFreq=73, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.07762027 = weight(abstract_txt:exploits in 3974) [ClassicSimilarity], result of:
           0.07762027 = score(doc=3974,freq=1.0), product of:
             0.12512669 = queryWeight, product of:
               1.1281948 = boost
               7.9402676 = idf(docFreq=42, maxDocs=44421)
               0.013967887 = queryNorm
             0.62033343 = fieldWeight in 3974, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.9402676 = idf(docFreq=42, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.029109377 = weight(abstract_txt:process in 3974) [ClassicSimilarity], result of:
           0.029109377 = score(doc=3974,freq=2.0), product of:
             0.06507115 = queryWeight, product of:
               1.1505841 = boost
               4.048922 = idf(docFreq=2105, maxDocs=44421)
               0.013967887 = queryNorm
             0.4473469 = fieldWeight in 3974, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.048922 = idf(docFreq=2105, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.08761718 = weight(abstract_txt:dirichlet in 3974) [ClassicSimilarity], result of:
           0.08761718 = score(doc=3974,freq=1.0), product of:
             0.13565196 = queryWeight, product of:
               1.174687 = boost
               8.267481 = idf(docFreq=30, maxDocs=44421)
               0.013967887 = queryNorm
             0.6458969 = fieldWeight in 3974, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.267481 = idf(docFreq=30, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.08975468 = weight(abstract_txt:ensures in 3974) [ClassicSimilarity], result of:
           0.08975468 = score(doc=3974,freq=1.0), product of:
             0.13784932 = queryWeight, product of:
               1.1841629 = boost
               8.334172 = idf(docFreq=28, maxDocs=44421)
               0.013967887 = queryNorm
             0.6511072 = fieldWeight in 3974, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.334172 = idf(docFreq=28, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.09089317 = weight(abstract_txt:pairwise in 3974) [ClassicSimilarity], result of:
           0.09089317 = score(doc=3974,freq=1.0), product of:
             0.13901256 = queryWeight, product of:
               1.1891487 = boost
               8.369263 = idf(docFreq=27, maxDocs=44421)
               0.013967887 = queryNorm
             0.65384865 = fieldWeight in 3974, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.369263 = idf(docFreq=27, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.034725323 = weight(abstract_txt:document in 3974) [ClassicSimilarity], result of:
           0.034725323 = score(doc=3974,freq=2.0), product of:
             0.073192075 = queryWeight, product of:
               1.2202706 = boost
               4.29415 = idf(docFreq=1647, maxDocs=44421)
               0.013967887 = queryNorm
             0.47444102 = fieldWeight in 3974, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.29415 = idf(docFreq=1647, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.10412139 = weight(abstract_txt:reinforced in 3974) [ClassicSimilarity], result of:
           0.10412139 = score(doc=3974,freq=1.0), product of:
             0.15219247 = queryWeight, product of:
               1.2442445 = boost
               8.757029 = idf(docFreq=18, maxDocs=44421)
               0.013967887 = queryNorm
             0.6841428 = fieldWeight in 3974, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.757029 = idf(docFreq=18, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.108139455 = weight(abstract_txt:reinforcement in 3974) [ClassicSimilarity], result of:
           0.108139455 = score(doc=3974,freq=1.0), product of:
             0.15608314 = queryWeight, product of:
               1.2600482 = boost
               8.868255 = idf(docFreq=16, maxDocs=44421)
               0.013967887 = queryNorm
             0.6928324 = fieldWeight in 3974, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.868255 = idf(docFreq=16, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.14395472 = weight(abstract_txt:hypergraphs in 3974) [ClassicSimilarity], result of:
           0.14395472 = score(doc=3974,freq=1.0), product of:
             0.18887906 = queryWeight, product of:
               1.3861207 = boost
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.013967887 = queryNorm
             0.7621529 = fieldWeight in 3974, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               9.755557 = idf(docFreq=6, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.070525944 = weight(abstract_txt:word in 3974) [ClassicSimilarity], result of:
           0.070525944 = score(doc=3974,freq=2.0), product of:
             0.11738136 = queryWeight, product of:
               1.5453387 = boost
               5.4380693 = idf(docFreq=524, maxDocs=44421)
               0.013967887 = queryNorm
             0.60082746 = fieldWeight in 3974, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.4380693 = idf(docFreq=524, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.07687848 = weight(abstract_txt:distribution in 3974) [ClassicSimilarity], result of:
           0.07687848 = score(doc=3974,freq=2.0), product of:
             0.124328226 = queryWeight, product of:
               1.5904096 = boost
               5.5966744 = idf(docFreq=447, maxDocs=44421)
               0.013967887 = queryNorm
             0.618351 = fieldWeight in 3974, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.5966744 = idf(docFreq=447, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.0583459 = weight(abstract_txt:hierarchical in 3974) [ClassicSimilarity], result of:
           0.0583459 = score(doc=3974,freq=1.0), product of:
             0.13033171 = queryWeight, product of:
               1.6283553 = boost
               5.7302055 = idf(docFreq=391, maxDocs=44421)
               0.013967887 = queryNorm
             0.4476723 = fieldWeight in 3974, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.7302055 = idf(docFreq=391, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.0918853 = weight(abstract_txt:multi in 3974) [ClassicSimilarity], result of:
           0.0918853 = score(doc=3974,freq=2.0), product of:
             0.14002231 = queryWeight, product of:
               1.6878068 = boost
               5.9394164 = idf(docFreq=317, maxDocs=44421)
               0.013967887 = queryNorm
             0.656219 = fieldWeight in 3974, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.9394164 = idf(docFreq=317, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.0756159 = weight(abstract_txt:framework in 3974) [ClassicSimilarity], result of:
           0.0756159 = score(doc=3974,freq=3.0), product of:
             0.12296324 = queryWeight, product of:
               1.9371239 = boost
               4.5445113 = idf(docFreq=1282, maxDocs=44421)
               0.013967887 = queryNorm
             0.6149472 = fieldWeight in 3974, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.5445113 = idf(docFreq=1282, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.14289092 = weight(abstract_txt:probability in 3974) [ClassicSimilarity], result of:
           0.14289092 = score(doc=3974,freq=2.0), product of:
             0.18794738 = queryWeight, product of:
               1.9554299 = boost
               6.881186 = idf(docFreq=123, maxDocs=44421)
               0.013967887 = queryNorm
             0.76027083 = fieldWeight in 3974, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               6.881186 = idf(docFreq=123, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.1587415 = weight(abstract_txt:summarization in 3974) [ClassicSimilarity], result of:
           0.1587415 = score(doc=3974,freq=2.0), product of:
             0.2016014 = queryWeight, product of:
               2.025214 = boost
               7.1267567 = idf(docFreq=96, maxDocs=44421)
               0.013967887 = queryNorm
             0.78740275 = fieldWeight in 3974, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               7.1267567 = idf(docFreq=96, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.1039921 = weight(abstract_txt:topic in 3974) [ClassicSimilarity], result of:
           0.1039921 = score(doc=3974,freq=3.0), product of:
             0.15206645 = queryWeight, product of:
               2.1542022 = boost
               5.053779 = idf(docFreq=770, maxDocs=44421)
               0.013967887 = queryNorm
             0.6838595 = fieldWeight in 3974, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               5.053779 = idf(docFreq=770, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.39067385 = weight(abstract_txt:hypergraph in 3974) [ClassicSimilarity], result of:
           0.39067385 = score(doc=3974,freq=2.0), product of:
             0.36748767 = queryWeight, product of:
               2.7342958 = boost
               9.622026 = idf(docFreq=7, maxDocs=44421)
               0.013967887 = queryNorm
             1.0630938 = fieldWeight in 3974, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               9.622026 = idf(docFreq=7, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.22443329 = weight(abstract_txt:random in 3974) [ClassicSimilarity], result of:
           0.22443329 = score(doc=3974,freq=3.0), product of:
             0.25395575 = queryWeight, product of:
               2.783869 = boost
               6.5309834 = idf(docFreq=175, maxDocs=44421)
               0.013967887 = queryNorm
             0.8837496 = fieldWeight in 3974, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               6.5309834 = idf(docFreq=175, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.42677334 = weight(abstract_txt:vertex in 3974) [ClassicSimilarity], result of:
           0.42677334 = score(doc=3974,freq=2.0), product of:
             0.38979062 = queryWeight, product of:
               2.8160465 = boost
               9.909708 = idf(docFreq=5, maxDocs=44421)
               0.013967887 = queryNorm
             1.0948784 = fieldWeight in 3974, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               9.909708 = idf(docFreq=5, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.2764581 = weight(abstract_txt:sentences in 3974) [ClassicSimilarity], result of:
           0.2764581 = score(doc=3974,freq=3.0), product of:
             0.29182294 = queryWeight, product of:
               2.9842107 = boost
               7.000987 = idf(docFreq=109, maxDocs=44421)
               0.013967887 = queryNorm
             0.94734883 = fieldWeight in 3974, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               7.000987 = idf(docFreq=109, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
         0.4917419 = weight(abstract_txt:walk in 3974) [ClassicSimilarity], result of:
           0.4917419 = score(doc=3974,freq=3.0), product of:
             0.42840844 = queryWeight, product of:
               3.6157532 = boost
               8.482592 = idf(docFreq=24, maxDocs=44421)
               0.013967887 = queryNorm
             1.1478343 = fieldWeight in 3974, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               8.482592 = idf(docFreq=24, maxDocs=44421)
               0.078125 = fieldNorm(doc=3974)
       0.96 = coord(24/25)
   

4. Ouyang, Y.; Li, W.; Li, S.; Lu, Q.: Intertopic information mining for query-based summarization (2010) 0.20

   0.20169502 = sum of:
     0.20169502 = product of:
       0.63029695 = sum of:
         0.0432427 = weight(abstract_txt:summaries in 446) [ClassicSimilarity], result of:
           0.0432427 = score(doc=446,freq=1.0), product of:
             0.09830639 = queryWeight, product of:
               7.0380287 = idf(docFreq=105, maxDocs=44421)
               0.013967887 = queryNorm
             0.4398768 = fieldWeight in 446, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.0380287 = idf(docFreq=105, maxDocs=44421)
               0.0625 = fieldNorm(doc=446)
         0.07271454 = weight(abstract_txt:pairwise in 446) [ClassicSimilarity], result of:
           0.07271454 = score(doc=446,freq=1.0), product of:
             0.13901256 = queryWeight, product of:
               1.1891487 = boost
               8.369263 = idf(docFreq=27, maxDocs=44421)
               0.013967887 = queryNorm
             0.5230789 = fieldWeight in 446, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.369263 = idf(docFreq=27, maxDocs=44421)
               0.0625 = fieldNorm(doc=446)
         0.019643608 = weight(abstract_txt:document in 446) [ClassicSimilarity], result of:
           0.019643608 = score(doc=446,freq=1.0), product of:
             0.073192075 = queryWeight, product of:
               1.2202706 = boost
               4.29415 = idf(docFreq=1647, maxDocs=44421)
               0.013967887 = queryNorm
             0.26838437 = fieldWeight in 446, 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=446)
         0.05642075 = weight(abstract_txt:word in 446) [ClassicSimilarity], result of:
           0.05642075 = score(doc=446,freq=2.0), product of:
             0.11738136 = queryWeight, product of:
               1.5453387 = boost
               5.4380693 = idf(docFreq=524, maxDocs=44421)
               0.013967887 = queryNorm
             0.48066196 = fieldWeight in 446, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.4380693 = idf(docFreq=524, maxDocs=44421)
               0.0625 = fieldNorm(doc=446)
         0.03492549 = weight(abstract_txt:framework in 446) [ClassicSimilarity], result of:
           0.03492549 = score(doc=446,freq=1.0), product of:
             0.12296324 = queryWeight, product of:
               1.9371239 = boost
               4.5445113 = idf(docFreq=1282, maxDocs=44421)
               0.013967887 = queryNorm
             0.28403196 = fieldWeight in 446, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.5445113 = idf(docFreq=1282, maxDocs=44421)
               0.0625 = fieldNorm(doc=446)
         0.17959552 = weight(abstract_txt:summarization in 446) [ClassicSimilarity], result of:
           0.17959552 = score(doc=446,freq=4.0), product of:
             0.2016014 = queryWeight, product of:
               2.025214 = boost
               7.1267567 = idf(docFreq=96, maxDocs=44421)
               0.013967887 = queryNorm
             0.8908446 = fieldWeight in 446, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               7.1267567 = idf(docFreq=96, maxDocs=44421)
               0.0625 = fieldNorm(doc=446)
         0.096063785 = weight(abstract_txt:topic in 446) [ClassicSimilarity], result of:
           0.096063785 = score(doc=446,freq=4.0), product of:
             0.15206645 = queryWeight, product of:
               2.1542022 = boost
               5.053779 = idf(docFreq=770, maxDocs=44421)
               0.013967887 = queryNorm
             0.6317224 = fieldWeight in 446, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               5.053779 = idf(docFreq=770, maxDocs=44421)
               0.0625 = fieldNorm(doc=446)
         0.12769054 = weight(abstract_txt:sentences in 446) [ClassicSimilarity], result of:
           0.12769054 = score(doc=446,freq=1.0), product of:
             0.29182294 = queryWeight, product of:
               2.9842107 = boost
               7.000987 = idf(docFreq=109, maxDocs=44421)
               0.013967887 = queryNorm
             0.4375617 = fieldWeight in 446, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.000987 = idf(docFreq=109, maxDocs=44421)
               0.0625 = fieldNorm(doc=446)
       0.32 = coord(8/25)
   

5. Wei, F.; Li, W.; Lu, Q.; He, Y.: Applying two-level reinforcement ranking in query-oriented multidocument summarization (2009) 0.17

   0.17232862 = sum of:
     0.17232862 = product of:
       0.71803594 = sum of:
         0.016466752 = weight(abstract_txt:process in 107) [ClassicSimilarity], result of:
           0.016466752 = score(doc=107,freq=1.0), product of:
             0.06507115 = queryWeight, product of:
               1.1505841 = boost
               4.048922 = idf(docFreq=2105, maxDocs=44421)
               0.013967887 = queryNorm
             0.25305763 = fieldWeight in 107, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.048922 = idf(docFreq=2105, maxDocs=44421)
               0.0625 = fieldNorm(doc=107)
         0.03402373 = weight(abstract_txt:document in 107) [ClassicSimilarity], result of:
           0.03402373 = score(doc=107,freq=3.0), product of:
             0.073192075 = queryWeight, product of:
               1.2202706 = boost
               4.29415 = idf(docFreq=1647, maxDocs=44421)
               0.013967887 = queryNorm
             0.46485534 = fieldWeight in 107, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.29415 = idf(docFreq=1647, maxDocs=44421)
               0.0625 = fieldNorm(doc=107)
         0.14984243 = weight(abstract_txt:reinforcement in 107) [ClassicSimilarity], result of:
           0.14984243 = score(doc=107,freq=3.0), product of:
             0.15608314 = queryWeight, product of:
               1.2600482 = boost
               8.868255 = idf(docFreq=16, maxDocs=44421)
               0.013967887 = queryNorm
             0.9600167 = fieldWeight in 107, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               8.868255 = idf(docFreq=16, maxDocs=44421)
               0.0625 = fieldNorm(doc=107)
         0.0493921 = weight(abstract_txt:framework in 107) [ClassicSimilarity], result of:
           0.0493921 = score(doc=107,freq=2.0), product of:
             0.12296324 = queryWeight, product of:
               1.9371239 = boost
               4.5445113 = idf(docFreq=1282, maxDocs=44421)
               0.013967887 = queryNorm
             0.40168184 = fieldWeight in 107, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.5445113 = idf(docFreq=1282, maxDocs=44421)
               0.0625 = fieldNorm(doc=107)
         0.15553428 = weight(abstract_txt:summarization in 107) [ClassicSimilarity], result of:
           0.15553428 = score(doc=107,freq=3.0), product of:
             0.2016014 = queryWeight, product of:
               2.025214 = boost
               7.1267567 = idf(docFreq=96, maxDocs=44421)
               0.013967887 = queryNorm
             0.77149403 = fieldWeight in 107, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               7.1267567 = idf(docFreq=96, maxDocs=44421)
               0.0625 = fieldNorm(doc=107)
         0.31277665 = weight(abstract_txt:sentences in 107) [ClassicSimilarity], result of:
           0.31277665 = score(doc=107,freq=6.0), product of:
             0.29182294 = queryWeight, product of:
               2.9842107 = boost
               7.000987 = idf(docFreq=109, maxDocs=44421)
               0.013967887 = queryNorm
             1.0718029 = fieldWeight in 107, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               7.000987 = idf(docFreq=109, maxDocs=44421)
               0.0625 = fieldNorm(doc=107)
       0.24 = coord(6/25)