Document (#7813)

Author
Liddy, E.D.
Title
¬An alternative representation for documents and queries
Source
Proceedings of the 14th National Online Meeting 1993, New York, 4-6 May 1993. Ed.: M.E. Williams
Imprint
Medford, NJ : Learned Information
Year
1993
Pages
S.279-284
Abstract
Describes an alternative method of representation for documents and queries in information retrieval systems to the 2 most common methods: free text, natural language representation and controlled language representation. The alternative method combines the advantage of both traditional approaches and overcomes the difficulties associated with each. The scheme was developed for use with Longman's Dictionary of Contemporary English and uses a computerized version of the dictionary for the automatic generation of summary level semantic representations of each document and query. The system tags each word in a document with the appropriate Subject Field Code (SFC) from the dictionary and the SFCs are summed and normalized to produce a weighted, fixed length vector of the SFC. The search system matches the query SFC vector to the document SFC vectors in the database. The documents are then ranked on the basis of their vector's similarity to the query
Theme
Retrievalalgorithmen

Similar documents (author)

  1. Liddy, E.D.: ¬The art of back-of-the-book indexes (1991-92) 5.47
    5.4731426 = sum of:
      5.4731426 = weight(author_txt:liddy in 6356) [ClassicSimilarity], result of:
        5.4731426 = fieldWeight in 6356, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          8.757029 = idf(docFreq=18, maxDocs=44421)
          0.625 = fieldNorm(doc=6356)
    
  2. Liddy, E.D.: Back-of-the-book index study (1989-90) 5.47
    5.4731426 = sum of:
      5.4731426 = weight(author_txt:liddy in 7767) [ClassicSimilarity], result of:
        5.4731426 = fieldWeight in 7767, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          8.757029 = idf(docFreq=18, maxDocs=44421)
          0.625 = fieldNorm(doc=7767)
    
  3. Liddy, E.D.: Enhanced text retrieval using natural language processing (1998) 5.47
    5.4731426 = sum of:
      5.4731426 = weight(author_txt:liddy in 2069) [ClassicSimilarity], result of:
        5.4731426 = fieldWeight in 2069, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          8.757029 = idf(docFreq=18, maxDocs=44421)
          0.625 = fieldNorm(doc=2069)
    
  4. Liddy, E.D.: Natural language processing for information retrieval and knowledge discovery (1998) 5.47
    5.4731426 = sum of:
      5.4731426 = weight(author_txt:liddy in 3345) [ClassicSimilarity], result of:
        5.4731426 = fieldWeight in 3345, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          8.757029 = idf(docFreq=18, maxDocs=44421)
          0.625 = fieldNorm(doc=3345)
    
  5. Liddy, E.D.: Natural language processing for information retrieval (2009) 5.47
    5.4731426 = sum of:
      5.4731426 = weight(author_txt:liddy in 841) [ClassicSimilarity], result of:
        5.4731426 = fieldWeight in 841, product of:
          1.0 = tf(freq=1.0), with freq of:
            1.0 = termFreq=1.0
          8.757029 = idf(docFreq=18, maxDocs=44421)
          0.625 = fieldNorm(doc=841)
    

Similar documents (content)

  1. Kim, W.; Wilbur, W.J.: Corpus-based statistical screening for content-bearing terms (2001) 0.30
    0.3008369 = sum of:
      0.3008369 = product of:
        0.68372023 = sum of:
          0.06764889 = weight(abstract_txt:ranked in 188) [ClassicSimilarity], result of:
            0.06764889 = score(doc=188,freq=3.0), product of:
              0.1296138 = queryWeight, product of:
                6.428468 = idf(docFreq=194, maxDocs=44421)
                0.02016247 = queryNorm
              0.5219266 = fieldWeight in 188, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                6.428468 = idf(docFreq=194, maxDocs=44421)
                0.046875 = fieldNorm(doc=188)
          0.039825626 = weight(abstract_txt:summary in 188) [ClassicSimilarity], result of:
            0.039825626 = score(doc=188,freq=1.0), product of:
              0.13130854 = queryWeight, product of:
                1.0065165 = boost
                6.470359 = idf(docFreq=186, maxDocs=44421)
                0.02016247 = queryNorm
              0.30329806 = fieldWeight in 188, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.470359 = idf(docFreq=186, maxDocs=44421)
                0.046875 = fieldNorm(doc=188)
          0.06157773 = weight(abstract_txt:normalized in 188) [ClassicSimilarity], result of:
            0.06157773 = score(doc=188,freq=1.0), product of:
              0.17557676 = queryWeight, product of:
                1.1638792 = boost
                7.48196 = idf(docFreq=67, maxDocs=44421)
                0.02016247 = queryNorm
              0.35071686 = fieldWeight in 188, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.48196 = idf(docFreq=67, maxDocs=44421)
                0.046875 = fieldNorm(doc=188)
          0.01188136 = weight(abstract_txt:with in 188) [ClassicSimilarity], result of:
            0.01188136 = score(doc=188,freq=3.0), product of:
              0.05862668 = queryWeight, product of:
                1.164884 = boost
                2.4961398 = idf(docFreq=9949, maxDocs=44421)
                0.02016247 = queryNorm
              0.2026613 = fieldWeight in 188, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                2.4961398 = idf(docFreq=9949, maxDocs=44421)
                0.046875 = fieldNorm(doc=188)
          0.02133655 = weight(abstract_txt:language in 188) [ClassicSimilarity], result of:
            0.02133655 = score(doc=188,freq=1.0), product of:
              0.10912997 = queryWeight, product of:
                1.2976614 = boost
                4.1709876 = idf(docFreq=1863, maxDocs=44421)
                0.02016247 = queryNorm
              0.19551504 = fieldWeight in 188, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.1709876 = idf(docFreq=1863, maxDocs=44421)
                0.046875 = fieldNorm(doc=188)
          0.026773151 = weight(abstract_txt:method in 188) [ClassicSimilarity], result of:
            0.026773151 = score(doc=188,freq=1.0), product of:
              0.12695824 = queryWeight, product of:
                1.3996512 = boost
                4.4988065 = idf(docFreq=1342, maxDocs=44421)
                0.02016247 = queryNorm
              0.21088156 = fieldWeight in 188, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.4988065 = idf(docFreq=1342, maxDocs=44421)
                0.046875 = fieldNorm(doc=188)
          0.1430738 = weight(abstract_txt:summed in 188) [ClassicSimilarity], result of:
            0.1430738 = score(doc=188,freq=1.0), product of:
              0.30800515 = queryWeight, product of:
                1.5415349 = boost
                9.909708 = idf(docFreq=5, maxDocs=44421)
                0.02016247 = queryNorm
              0.46451756 = fieldWeight in 188, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                9.909708 = idf(docFreq=5, maxDocs=44421)
                0.046875 = fieldNorm(doc=188)
          0.07542966 = weight(abstract_txt:each in 188) [ClassicSimilarity], result of:
            0.07542966 = score(doc=188,freq=6.0), product of:
              0.15953991 = queryWeight, product of:
                1.9216295 = boost
                4.1177115 = idf(docFreq=1965, maxDocs=44421)
                0.02016247 = queryNorm
              0.47279495 = fieldWeight in 188, product of:
                2.4494898 = tf(freq=6.0), with freq of:
                  6.0 = termFreq=6.0
                4.1177115 = idf(docFreq=1965, maxDocs=44421)
                0.046875 = fieldNorm(doc=188)
          0.0691394 = weight(abstract_txt:documents in 188) [ClassicSimilarity], result of:
            0.0691394 = score(doc=188,freq=5.0), product of:
              0.15997496 = queryWeight, product of:
                1.9242479 = boost
                4.123322 = idf(docFreq=1954, maxDocs=44421)
                0.02016247 = queryNorm
              0.43218887 = fieldWeight in 188, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                4.123322 = idf(docFreq=1954, maxDocs=44421)
                0.046875 = fieldNorm(doc=188)
          0.08554725 = weight(abstract_txt:document in 188) [ClassicSimilarity], result of:
            0.08554725 = score(doc=188,freq=6.0), product of:
              0.17350498 = queryWeight, product of:
                2.003969 = boost
                4.29415 = idf(docFreq=1647, maxDocs=44421)
                0.02016247 = queryNorm
              0.4930536 = fieldWeight in 188, product of:
                2.4494898 = tf(freq=6.0), with freq of:
                  6.0 = termFreq=6.0
                4.29415 = idf(docFreq=1647, maxDocs=44421)
                0.046875 = fieldNorm(doc=188)
          0.081486784 = weight(abstract_txt:vector in 188) [ClassicSimilarity], result of:
            0.081486784 = score(doc=188,freq=1.0), product of:
              0.26663634 = queryWeight, product of:
                2.0283787 = boost
                6.519684 = idf(docFreq=177, maxDocs=44421)
                0.02016247 = queryNorm
              0.30561018 = fieldWeight in 188, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.519684 = idf(docFreq=177, maxDocs=44421)
                0.046875 = fieldNorm(doc=188)
        0.44 = coord(11/25)
    
  2. Aljlayl, M.; Frieder, O.; Grossman, D.: On bidirectional English-Arabic search (2002) 0.29
    0.28888616 = sum of:
      0.28888616 = product of:
        0.7222154 = sum of:
          0.05489464 = weight(abstract_txt:length in 227) [ClassicSimilarity], result of:
            0.05489464 = score(doc=227,freq=1.0), product of:
              0.1342493 = queryWeight, product of:
                1.0177249 = boost
                6.5424123 = idf(docFreq=173, maxDocs=44421)
                0.02016247 = queryNorm
              0.40890077 = fieldWeight in 227, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.5424123 = idf(docFreq=173, maxDocs=44421)
                0.0625 = fieldNorm(doc=227)
          0.021272738 = weight(abstract_txt:system in 227) [ClassicSimilarity], result of:
            0.021272738 = score(doc=227,freq=2.0), product of:
              0.07135773 = queryWeight, product of:
                1.0493246 = boost
                3.372775 = idf(docFreq=4140, maxDocs=44421)
                0.02016247 = queryNorm
              0.298114 = fieldWeight in 227, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.372775 = idf(docFreq=4140, maxDocs=44421)
                0.0625 = fieldNorm(doc=227)
          0.009146274 = weight(abstract_txt:with in 227) [ClassicSimilarity], result of:
            0.009146274 = score(doc=227,freq=1.0), product of:
              0.05862668 = queryWeight, product of:
                1.164884 = boost
                2.4961398 = idf(docFreq=9949, maxDocs=44421)
                0.02016247 = queryNorm
              0.15600874 = fieldWeight in 227, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                2.4961398 = idf(docFreq=9949, maxDocs=44421)
                0.0625 = fieldNorm(doc=227)
          0.040232588 = weight(abstract_txt:language in 227) [ClassicSimilarity], result of:
            0.040232588 = score(doc=227,freq=2.0), product of:
              0.10912997 = queryWeight, product of:
                1.2976614 = boost
                4.1709876 = idf(docFreq=1863, maxDocs=44421)
                0.02016247 = queryNorm
              0.3686667 = fieldWeight in 227, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.1709876 = idf(docFreq=1863, maxDocs=44421)
                0.0625 = fieldNorm(doc=227)
          0.07139507 = weight(abstract_txt:method in 227) [ClassicSimilarity], result of:
            0.07139507 = score(doc=227,freq=4.0), product of:
              0.12695824 = queryWeight, product of:
                1.3996512 = boost
                4.4988065 = idf(docFreq=1342, maxDocs=44421)
                0.02016247 = queryNorm
              0.5623508 = fieldWeight in 227, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                4.4988065 = idf(docFreq=1342, maxDocs=44421)
                0.0625 = fieldNorm(doc=227)
          0.09016239 = weight(abstract_txt:queries in 227) [ClassicSimilarity], result of:
            0.09016239 = score(doc=227,freq=3.0), product of:
              0.16325955 = queryWeight, product of:
                1.5871891 = boost
                5.1015973 = idf(docFreq=734, maxDocs=44421)
                0.02016247 = queryNorm
              0.5522641 = fieldWeight in 227, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.1015973 = idf(docFreq=734, maxDocs=44421)
                0.0625 = fieldNorm(doc=227)
          0.041058708 = weight(abstract_txt:each in 227) [ClassicSimilarity], result of:
            0.041058708 = score(doc=227,freq=1.0), product of:
              0.15953991 = queryWeight, product of:
                1.9216295 = boost
                4.1177115 = idf(docFreq=1965, maxDocs=44421)
                0.02016247 = queryNorm
              0.25735697 = fieldWeight in 227, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.1177115 = idf(docFreq=1965, maxDocs=44421)
                0.0625 = fieldNorm(doc=227)
          0.041226767 = weight(abstract_txt:documents in 227) [ClassicSimilarity], result of:
            0.041226767 = score(doc=227,freq=1.0), product of:
              0.15997496 = queryWeight, product of:
                1.9242479 = boost
                4.123322 = idf(docFreq=1954, maxDocs=44421)
                0.02016247 = queryNorm
              0.25770763 = fieldWeight in 227, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.123322 = idf(docFreq=1954, maxDocs=44421)
                0.0625 = fieldNorm(doc=227)
          0.10947387 = weight(abstract_txt:query in 227) [ClassicSimilarity], result of:
            0.10947387 = score(doc=227,freq=3.0), product of:
              0.21269913 = queryWeight, product of:
                2.2187984 = boost
                4.754492 = idf(docFreq=1039, maxDocs=44421)
                0.02016247 = queryNorm
              0.51468885 = fieldWeight in 227, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.754492 = idf(docFreq=1039, maxDocs=44421)
                0.0625 = fieldNorm(doc=227)
          0.24335234 = weight(abstract_txt:dictionary in 227) [ClassicSimilarity], result of:
            0.24335234 = score(doc=227,freq=2.0), product of:
              0.4147116 = queryWeight, product of:
                3.0981903 = boost
                6.6388726 = idf(docFreq=157, maxDocs=44421)
                0.02016247 = queryNorm
              0.58679897 = fieldWeight in 227, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.6388726 = idf(docFreq=157, maxDocs=44421)
                0.0625 = fieldNorm(doc=227)
        0.4 = coord(10/25)
    
  3. Bartell, B.T.; Cottrell, G.W.; Belew, R.K.: Optimizing similarity using multi-query relevance feedback (1998) 0.23
    0.22789286 = sum of:
      0.22789286 = product of:
        0.6330357 = sum of:
          0.05207614 = weight(abstract_txt:ranked in 2152) [ClassicSimilarity], result of:
            0.05207614 = score(doc=2152,freq=1.0), product of:
              0.1296138 = queryWeight, product of:
                6.428468 = idf(docFreq=194, maxDocs=44421)
                0.02016247 = queryNorm
              0.40177926 = fieldWeight in 2152, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.428468 = idf(docFreq=194, maxDocs=44421)
                0.0625 = fieldNorm(doc=2152)
          0.015042097 = weight(abstract_txt:system in 2152) [ClassicSimilarity], result of:
            0.015042097 = score(doc=2152,freq=1.0), product of:
              0.07135773 = queryWeight, product of:
                1.0493246 = boost
                3.372775 = idf(docFreq=4140, maxDocs=44421)
                0.02016247 = queryNorm
              0.21079844 = fieldWeight in 2152, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.372775 = idf(docFreq=4140, maxDocs=44421)
                0.0625 = fieldNorm(doc=2152)
          0.061829943 = weight(abstract_txt:method in 2152) [ClassicSimilarity], result of:
            0.061829943 = score(doc=2152,freq=3.0), product of:
              0.12695824 = queryWeight, product of:
                1.3996512 = boost
                4.4988065 = idf(docFreq=1342, maxDocs=44421)
                0.02016247 = queryNorm
              0.4870101 = fieldWeight in 2152, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.4988065 = idf(docFreq=1342, maxDocs=44421)
                0.0625 = fieldNorm(doc=2152)
          0.07361728 = weight(abstract_txt:queries in 2152) [ClassicSimilarity], result of:
            0.07361728 = score(doc=2152,freq=2.0), product of:
              0.16325955 = queryWeight, product of:
                1.5871891 = boost
                5.1015973 = idf(docFreq=734, maxDocs=44421)
                0.02016247 = queryNorm
              0.45092174 = fieldWeight in 2152, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.1015973 = idf(docFreq=734, maxDocs=44421)
                0.0625 = fieldNorm(doc=2152)
          0.071406856 = weight(abstract_txt:documents in 2152) [ClassicSimilarity], result of:
            0.071406856 = score(doc=2152,freq=3.0), product of:
              0.15997496 = queryWeight, product of:
                1.9242479 = boost
                4.123322 = idf(docFreq=1954, maxDocs=44421)
                0.02016247 = queryNorm
              0.4463627 = fieldWeight in 2152, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.123322 = idf(docFreq=1954, maxDocs=44421)
                0.0625 = fieldNorm(doc=2152)
          0.0658543 = weight(abstract_txt:document in 2152) [ClassicSimilarity], result of:
            0.0658543 = score(doc=2152,freq=2.0), product of:
              0.17350498 = queryWeight, product of:
                2.003969 = boost
                4.29415 = idf(docFreq=1647, maxDocs=44421)
                0.02016247 = queryNorm
              0.3795528 = fieldWeight in 2152, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.29415 = idf(docFreq=1647, maxDocs=44421)
                0.0625 = fieldNorm(doc=2152)
          0.10864904 = weight(abstract_txt:vector in 2152) [ClassicSimilarity], result of:
            0.10864904 = score(doc=2152,freq=1.0), product of:
              0.26663634 = queryWeight, product of:
                2.0283787 = boost
                6.519684 = idf(docFreq=177, maxDocs=44421)
                0.02016247 = queryNorm
              0.40748024 = fieldWeight in 2152, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.519684 = idf(docFreq=177, maxDocs=44421)
                0.0625 = fieldNorm(doc=2152)
          0.08938503 = weight(abstract_txt:query in 2152) [ClassicSimilarity], result of:
            0.08938503 = score(doc=2152,freq=2.0), product of:
              0.21269913 = queryWeight, product of:
                2.2187984 = boost
                4.754492 = idf(docFreq=1039, maxDocs=44421)
                0.02016247 = queryNorm
              0.42024165 = fieldWeight in 2152, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.754492 = idf(docFreq=1039, maxDocs=44421)
                0.0625 = fieldNorm(doc=2152)
          0.09517495 = weight(abstract_txt:alternative in 2152) [ClassicSimilarity], result of:
            0.09517495 = score(doc=2152,freq=1.0), product of:
              0.2794351 = queryWeight, product of:
                2.5431705 = boost
                5.4495635 = idf(docFreq=518, maxDocs=44421)
                0.02016247 = queryNorm
              0.34059772 = fieldWeight in 2152, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.4495635 = idf(docFreq=518, maxDocs=44421)
                0.0625 = fieldNorm(doc=2152)
        0.36 = coord(9/25)
    
  4. Dadashkarimia, J.; Shakery, A.; Failia, H.; Zamani, H.: ¬An expectation-maximization algorithm for query translation based on pseudo-relevant documents (2017) 0.21
    0.21006592 = sum of:
      0.21006592 = product of:
        0.656456 = sum of:
          0.01600598 = weight(abstract_txt:with in 4296) [ClassicSimilarity], result of:
            0.01600598 = score(doc=4296,freq=4.0), product of:
              0.05862668 = queryWeight, product of:
                1.164884 = boost
                2.4961398 = idf(docFreq=9949, maxDocs=44421)
                0.02016247 = queryNorm
              0.2730153 = fieldWeight in 4296, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                2.4961398 = idf(docFreq=9949, maxDocs=44421)
                0.0546875 = fieldNorm(doc=4296)
          0.049785286 = weight(abstract_txt:language in 4296) [ClassicSimilarity], result of:
            0.049785286 = score(doc=4296,freq=4.0), product of:
              0.10912997 = queryWeight, product of:
                1.2976614 = boost
                4.1709876 = idf(docFreq=1863, maxDocs=44421)
                0.02016247 = queryNorm
              0.45620176 = fieldWeight in 4296, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                4.1709876 = idf(docFreq=1863, maxDocs=44421)
                0.0546875 = fieldNorm(doc=4296)
          0.062470686 = weight(abstract_txt:method in 4296) [ClassicSimilarity], result of:
            0.062470686 = score(doc=4296,freq=4.0), product of:
              0.12695824 = queryWeight, product of:
                1.3996512 = boost
                4.4988065 = idf(docFreq=1342, maxDocs=44421)
                0.02016247 = queryNorm
              0.49205697 = fieldWeight in 4296, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                4.4988065 = idf(docFreq=1342, maxDocs=44421)
                0.0546875 = fieldNorm(doc=4296)
          0.045548372 = weight(abstract_txt:queries in 4296) [ClassicSimilarity], result of:
            0.045548372 = score(doc=4296,freq=1.0), product of:
              0.16325955 = queryWeight, product of:
                1.5871891 = boost
                5.1015973 = idf(docFreq=734, maxDocs=44421)
                0.02016247 = queryNorm
              0.2789936 = fieldWeight in 4296, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.1015973 = idf(docFreq=734, maxDocs=44421)
                0.0546875 = fieldNorm(doc=4296)
          0.050807558 = weight(abstract_txt:each in 4296) [ClassicSimilarity], result of:
            0.050807558 = score(doc=4296,freq=2.0), product of:
              0.15953991 = queryWeight, product of:
                1.9216295 = boost
                4.1177115 = idf(docFreq=1965, maxDocs=44421)
                0.02016247 = queryNorm
              0.318463 = fieldWeight in 4296, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.1177115 = idf(docFreq=1965, maxDocs=44421)
                0.0546875 = fieldNorm(doc=4296)
          0.062480997 = weight(abstract_txt:documents in 4296) [ClassicSimilarity], result of:
            0.062480997 = score(doc=4296,freq=3.0), product of:
              0.15997496 = queryWeight, product of:
                1.9242479 = boost
                4.123322 = idf(docFreq=1954, maxDocs=44421)
                0.02016247 = queryNorm
              0.39056736 = fieldWeight in 4296, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.123322 = idf(docFreq=1954, maxDocs=44421)
                0.0546875 = fieldNorm(doc=4296)
          0.1564238 = weight(abstract_txt:query in 4296) [ClassicSimilarity], result of:
            0.1564238 = score(doc=4296,freq=8.0), product of:
              0.21269913 = queryWeight, product of:
                2.2187984 = boost
                4.754492 = idf(docFreq=1039, maxDocs=44421)
                0.02016247 = queryNorm
              0.7354229 = fieldWeight in 4296, product of:
                2.828427 = tf(freq=8.0), with freq of:
                  8.0 = termFreq=8.0
                4.754492 = idf(docFreq=1039, maxDocs=44421)
                0.0546875 = fieldNorm(doc=4296)
          0.21293329 = weight(abstract_txt:dictionary in 4296) [ClassicSimilarity], result of:
            0.21293329 = score(doc=4296,freq=2.0), product of:
              0.4147116 = queryWeight, product of:
                3.0981903 = boost
                6.6388726 = idf(docFreq=157, maxDocs=44421)
                0.02016247 = queryNorm
              0.5134491 = fieldWeight in 4296, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.6388726 = idf(docFreq=157, maxDocs=44421)
                0.0546875 = fieldNorm(doc=4296)
        0.32 = coord(8/25)
    
  5. Baeza-Yates, R.; Hurtado, C.; Mendoza, M.: Improving search engines by query clustering (2007) 0.21
    0.20956154 = sum of:
      0.20956154 = product of:
        0.74843407 = sum of:
          0.0137194125 = weight(abstract_txt:with in 1601) [ClassicSimilarity], result of:
            0.0137194125 = score(doc=1601,freq=1.0), product of:
              0.05862668 = queryWeight, product of:
                1.164884 = boost
                2.4961398 = idf(docFreq=9949, maxDocs=44421)
                0.02016247 = queryNorm
              0.23401311 = fieldWeight in 1601, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                2.4961398 = idf(docFreq=9949, maxDocs=44421)
                0.09375 = fieldNorm(doc=1601)
          0.13524358 = weight(abstract_txt:queries in 1601) [ClassicSimilarity], result of:
            0.13524358 = score(doc=1601,freq=3.0), product of:
              0.16325955 = queryWeight, product of:
                1.5871891 = boost
                5.1015973 = idf(docFreq=734, maxDocs=44421)
                0.02016247 = queryNorm
              0.82839614 = fieldWeight in 1601, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.1015973 = idf(docFreq=734, maxDocs=44421)
                0.09375 = fieldNorm(doc=1601)
          0.061840154 = weight(abstract_txt:documents in 1601) [ClassicSimilarity], result of:
            0.061840154 = score(doc=1601,freq=1.0), product of:
              0.15997496 = queryWeight, product of:
                1.9242479 = boost
                4.123322 = idf(docFreq=1954, maxDocs=44421)
                0.02016247 = queryNorm
              0.38656145 = fieldWeight in 1601, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.123322 = idf(docFreq=1954, maxDocs=44421)
                0.09375 = fieldNorm(doc=1601)
          0.06984904 = weight(abstract_txt:document in 1601) [ClassicSimilarity], result of:
            0.06984904 = score(doc=1601,freq=1.0), product of:
              0.17350498 = queryWeight, product of:
                2.003969 = boost
                4.29415 = idf(docFreq=1647, maxDocs=44421)
                0.02016247 = queryNorm
              0.40257657 = fieldWeight in 1601, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.29415 = idf(docFreq=1647, maxDocs=44421)
                0.09375 = fieldNorm(doc=1601)
          0.16297357 = weight(abstract_txt:vector in 1601) [ClassicSimilarity], result of:
            0.16297357 = score(doc=1601,freq=1.0), product of:
              0.26663634 = queryWeight, product of:
                2.0283787 = boost
                6.519684 = idf(docFreq=177, maxDocs=44421)
                0.02016247 = queryNorm
              0.61122036 = fieldWeight in 1601, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.519684 = idf(docFreq=177, maxDocs=44421)
                0.09375 = fieldNorm(doc=1601)
          0.16421081 = weight(abstract_txt:query in 1601) [ClassicSimilarity], result of:
            0.16421081 = score(doc=1601,freq=3.0), product of:
              0.21269913 = queryWeight, product of:
                2.2187984 = boost
                4.754492 = idf(docFreq=1039, maxDocs=44421)
                0.02016247 = queryNorm
              0.7720333 = fieldWeight in 1601, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.754492 = idf(docFreq=1039, maxDocs=44421)
                0.09375 = fieldNorm(doc=1601)
          0.1405975 = weight(abstract_txt:representation in 1601) [ClassicSimilarity], result of:
            0.1405975 = score(doc=1601,freq=1.0), product of:
              0.3044409 = queryWeight, product of:
                3.065179 = boost
                4.9261017 = idf(docFreq=875, maxDocs=44421)
                0.02016247 = queryNorm
              0.46182203 = fieldWeight in 1601, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.9261017 = idf(docFreq=875, maxDocs=44421)
                0.09375 = fieldNorm(doc=1601)
        0.28 = coord(7/25)