Document (#32963)

Author

Zhang, X.

Title

Concept integration of document databases using different indexing languages

Source

Information processing and management. 42(2006) no.1, S.121-135

Year

2006

Abstract

An integrated information retrieval system generally contains multiple databases that are inconsistent in terms of their content and indexing. This paper proposes a rough set-based transfer (RST) model for integration of the concepts of document databases using various indexing languages, so that users can search through the multiple databases using any of the current indexing languages. The RST model aims to effectively create meaningful transfer relations between the terms of two indexing languages, provided a number of documents are indexed with them in parallel. In our experiment, the indexing concepts of two databases respectively using the Thesaurus of Social Science (IZ) and the Schlagwortnormdatei (SWD) are integrated by means of the RST model. Finally, this paper compares the results achieved with a cross-concordance method, a conditional probability based method and the RST model.

Theme

Semantische Interoperabilität

Similar documents (author)

1. Zhang, M.; Zhang, Y.: Professional organizations in Twittersphere : an empirical study of U.S. library and information science professional organizations-related Tweets (2020) 4.53

   4.5277104 = sum of:
     4.5277104 = weight(author_txt:zhang in 775) [ClassicSimilarity], result of:
       4.5277104 = score(doc=775,freq=2.0), product of:
         0.99999994 = queryWeight, product of:
           6.40315 = idf(docFreq=199, maxDocs=44421)
           0.15617312 = queryNorm
         4.527711 = fieldWeight in 775, product of:
           1.4142135 = tf(freq=2.0), with freq of:
             2.0 = termFreq=2.0
           6.40315 = idf(docFreq=199, maxDocs=44421)
           0.5 = fieldNorm(doc=775)
   

2. Zhang, Y.; Zhang, C.: Enhancing keyphrase extraction from microblogs using human reading time (2021) 4.53

   4.5277104 = sum of:
     4.5277104 = weight(author_txt:zhang in 1238) [ClassicSimilarity], result of:
       4.5277104 = score(doc=1238,freq=2.0), product of:
         0.99999994 = queryWeight, product of:
           6.40315 = idf(docFreq=199, maxDocs=44421)
           0.15617312 = queryNorm
         4.527711 = fieldWeight in 1238, product of:
           1.4142135 = tf(freq=2.0), with freq of:
             2.0 = termFreq=2.0
           6.40315 = idf(docFreq=199, maxDocs=44421)
           0.5 = fieldNorm(doc=1238)
   

3. Zhang, J.: TOFIR: A tool of facilitating information retrieval : introduce a visual retrieval model (2001) 4.00

   4.0019684 = sum of:
     4.0019684 = weight(author_txt:zhang in 7710) [ClassicSimilarity], result of:
       4.0019684 = score(doc=7710,freq=1.0), product of:
         0.99999994 = queryWeight, product of:
           6.40315 = idf(docFreq=199, maxDocs=44421)
           0.15617312 = queryNorm
         4.001969 = fieldWeight in 7710, product of:
           1.0 = tf(freq=1.0), with freq of:
             1.0 = termFreq=1.0
           6.40315 = idf(docFreq=199, maxDocs=44421)
           0.625 = fieldNorm(doc=7710)
   

4. Zhang, A.: Multimedia file formats on the Internet : a beginner's guide for PC users (1995) 4.00

   4.0019684 = sum of:
     4.0019684 = weight(author_txt:zhang in 3280) [ClassicSimilarity], result of:
       4.0019684 = score(doc=3280,freq=1.0), product of:
         0.99999994 = queryWeight, product of:
           6.40315 = idf(docFreq=199, maxDocs=44421)
           0.15617312 = queryNorm
         4.001969 = fieldWeight in 3280, product of:
           1.0 = tf(freq=1.0), with freq of:
             1.0 = termFreq=1.0
           6.40315 = idf(docFreq=199, maxDocs=44421)
           0.625 = fieldNorm(doc=3280)
   

5. Zhang, J.: ¬A representational analysis of relational information displays (1996) 4.00

   4.0019684 = sum of:
     4.0019684 = weight(author_txt:zhang in 6471) [ClassicSimilarity], result of:
       4.0019684 = score(doc=6471,freq=1.0), product of:
         0.99999994 = queryWeight, product of:
           6.40315 = idf(docFreq=199, maxDocs=44421)
           0.15617312 = queryNorm
         4.001969 = fieldWeight in 6471, product of:
           1.0 = tf(freq=1.0), with freq of:
             1.0 = termFreq=1.0
           6.40315 = idf(docFreq=199, maxDocs=44421)
           0.625 = fieldNorm(doc=6471)
   

Similar documents (content)

1. Urbain, J.; Goharian, N.; Frieder, O.: Probabilistic passage models for semantic search of genomics literature (2008) 0.22

   0.21962029 = sum of:
     0.21962029 = product of:
       0.61005634 = sum of:
         0.0132229505 = weight(abstract_txt:based in 3380) [ClassicSimilarity], result of:
           0.0132229505 = score(doc=3380,freq=1.0), product of:
             0.066466294 = queryWeight, product of:
               1.0431104 = boost
               3.1830752 = idf(docFreq=5005, maxDocs=44421)
               0.020018168 = 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)
         0.061040264 = weight(abstract_txt:respectively in 3380) [ClassicSimilarity], result of:
           0.061040264 = score(doc=3380,freq=1.0), product of:
             0.14625706 = queryWeight, product of:
               1.0941402 = boost
               6.677587 = idf(docFreq=151, maxDocs=44421)
               0.020018168 = queryNorm
             0.4173492 = fieldWeight in 3380, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.677587 = idf(docFreq=151, maxDocs=44421)
               0.0625 = fieldNorm(doc=3380)
         0.06679557 = weight(abstract_txt:probability in 3380) [ClassicSimilarity], result of:
           0.06679557 = score(doc=3380,freq=1.0), product of:
             0.15531176 = queryWeight, product of:
               1.1275004 = boost
               6.881186 = idf(docFreq=123, maxDocs=44421)
               0.020018168 = queryNorm
             0.43007413 = fieldWeight in 3380, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.881186 = idf(docFreq=123, maxDocs=44421)
               0.0625 = fieldNorm(doc=3380)
         0.04695578 = weight(abstract_txt:terms in 3380) [ClassicSimilarity], result of:
           0.04695578 = score(doc=3380,freq=3.0), product of:
             0.10726751 = queryWeight, product of:
               1.3251457 = boost
               4.043712 = idf(docFreq=2116, maxDocs=44421)
               0.020018168 = queryNorm
             0.43774468 = fieldWeight in 3380, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.043712 = idf(docFreq=2116, maxDocs=44421)
               0.0625 = fieldNorm(doc=3380)
         0.072594605 = weight(abstract_txt:document in 3380) [ClassicSimilarity], result of:
           0.072594605 = score(doc=3380,freq=5.0), product of:
             0.12096567 = queryWeight, product of:
               1.4072155 = boost
               4.29415 = idf(docFreq=1647, maxDocs=44421)
               0.020018168 = 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)
         0.0772408 = weight(abstract_txt:concepts in 3380) [ClassicSimilarity], result of:
           0.0772408 = score(doc=3380,freq=4.0), product of:
             0.13580854 = queryWeight, product of:
               1.491053 = boost
               4.549982 = idf(docFreq=1275, maxDocs=44421)
               0.020018168 = queryNorm
             0.56874776 = fieldWeight in 3380, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               4.549982 = idf(docFreq=1275, maxDocs=44421)
               0.0625 = fieldNorm(doc=3380)
         0.033874054 = weight(abstract_txt:using in 3380) [ClassicSimilarity], result of:
           0.033874054 = score(doc=3380,freq=1.0), product of:
             0.15678482 = queryWeight, product of:
               2.2656693 = boost
               3.4568708 = idf(docFreq=3806, maxDocs=44421)
               0.020018168 = queryNorm
             0.21605442 = fieldWeight in 3380, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.4568708 = idf(docFreq=3806, maxDocs=44421)
               0.0625 = fieldNorm(doc=3380)
         0.13706495 = weight(abstract_txt:model in 3380) [ClassicSimilarity], result of:
           0.13706495 = score(doc=3380,freq=7.0), product of:
             0.20811857 = queryWeight, product of:
               2.6103573 = boost
               3.9827821 = idf(docFreq=2249, maxDocs=44421)
               0.020018168 = queryNorm
             0.6585907 = fieldWeight in 3380, product of:
               2.6457512 = tf(freq=7.0), with freq of:
                 7.0 = termFreq=7.0
               3.9827821 = idf(docFreq=2249, maxDocs=44421)
               0.0625 = fieldNorm(doc=3380)
         0.10126734 = weight(abstract_txt:indexing in 3380) [ClassicSimilarity], result of:
           0.10126734 = score(doc=3380,freq=1.0), product of:
             0.37245107 = queryWeight, product of:
               4.2768574 = boost
               4.3503094 = idf(docFreq=1557, maxDocs=44421)
               0.020018168 = queryNorm
             0.27189434 = fieldWeight in 3380, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.3503094 = idf(docFreq=1557, maxDocs=44421)
               0.0625 = fieldNorm(doc=3380)
       0.36 = coord(9/25)
   

2. Frâncu, V.: Harmonizing a universal classification system with an interdisciplinary multilingual thesaurus : advantages and limitations (2000) 0.19

   0.1881808 = sum of:
     0.1881808 = product of:
       0.6720743 = sum of:
         0.0132229505 = weight(abstract_txt:based in 1108) [ClassicSimilarity], result of:
           0.0132229505 = score(doc=1108,freq=1.0), product of:
             0.066466294 = queryWeight, product of:
               1.0431104 = boost
               3.1830752 = idf(docFreq=5005, maxDocs=44421)
               0.020018168 = queryNorm
             0.1989422 = fieldWeight in 1108, 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=1108)
         0.060619652 = weight(abstract_txt:terms in 1108) [ClassicSimilarity], result of:
           0.060619652 = score(doc=1108,freq=5.0), product of:
             0.10726751 = queryWeight, product of:
               1.3251457 = boost
               4.043712 = idf(docFreq=2116, maxDocs=44421)
               0.020018168 = queryNorm
             0.56512594 = fieldWeight in 1108, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               4.043712 = idf(docFreq=2116, maxDocs=44421)
               0.0625 = fieldNorm(doc=1108)
         0.13526148 = weight(abstract_txt:concordance in 1108) [ClassicSimilarity], result of:
           0.13526148 = score(doc=1108,freq=1.0), product of:
             0.24859285 = queryWeight, product of:
               1.4264575 = boost
               8.705735 = idf(docFreq=19, maxDocs=44421)
               0.020018168 = queryNorm
             0.54410845 = fieldWeight in 1108, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.705735 = idf(docFreq=19, maxDocs=44421)
               0.0625 = fieldNorm(doc=1108)
         0.037331864 = weight(abstract_txt:method in 1108) [ClassicSimilarity], result of:
           0.037331864 = score(doc=1108,freq=1.0), product of:
             0.13277073 = queryWeight, product of:
               1.4742825 = boost
               4.4988065 = idf(docFreq=1342, maxDocs=44421)
               0.020018168 = queryNorm
             0.2811754 = fieldWeight in 1108, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.4988065 = idf(docFreq=1342, maxDocs=44421)
               0.0625 = fieldNorm(doc=1108)
         0.16209328 = weight(abstract_txt:languages in 1108) [ClassicSimilarity], result of:
           0.16209328 = score(doc=1108,freq=2.0), product of:
             0.35336694 = queryWeight, product of:
               3.4013982 = boost
               5.189722 = idf(docFreq=672, maxDocs=44421)
               0.020018168 = queryNorm
             0.45871094 = fieldWeight in 1108, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.189722 = idf(docFreq=672, maxDocs=44421)
               0.0625 = fieldNorm(doc=1108)
         0.08814492 = weight(abstract_txt:databases in 1108) [ClassicSimilarity], result of:
           0.08814492 = score(doc=1108,freq=1.0), product of:
             0.31951708 = queryWeight, product of:
               3.616151 = boost
               4.413907 = idf(docFreq=1461, maxDocs=44421)
               0.020018168 = queryNorm
             0.2758692 = fieldWeight in 1108, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.413907 = idf(docFreq=1461, maxDocs=44421)
               0.0625 = fieldNorm(doc=1108)
         0.17540017 = weight(abstract_txt:indexing in 1108) [ClassicSimilarity], result of:
           0.17540017 = score(doc=1108,freq=3.0), product of:
             0.37245107 = queryWeight, product of:
               4.2768574 = boost
               4.3503094 = idf(docFreq=1557, maxDocs=44421)
               0.020018168 = queryNorm
             0.4709348 = fieldWeight in 1108, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.3503094 = idf(docFreq=1557, maxDocs=44421)
               0.0625 = fieldNorm(doc=1108)
       0.28 = coord(7/25)
   

3. Cortez, E.M.; Park, S.C.; Kim, S.: ¬The hybrid application of an inductive learning method and a neural network (1995) 0.18

   0.18266907 = sum of:
     0.18266907 = product of:
       0.6523895 = sum of:
         0.016528688 = weight(abstract_txt:based in 3106) [ClassicSimilarity], result of:
           0.016528688 = score(doc=3106,freq=1.0), product of:
             0.066466294 = queryWeight, product of:
               1.0431104 = boost
               3.1830752 = idf(docFreq=5005, maxDocs=44421)
               0.020018168 = queryNorm
             0.24867775 = fieldWeight in 3106, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.1830752 = idf(docFreq=5005, maxDocs=44421)
               0.078125 = fieldNorm(doc=3106)
         0.030064035 = weight(abstract_txt:paper in 3106) [ClassicSimilarity], result of:
           0.030064035 = score(doc=3106,freq=2.0), product of:
             0.078607515 = queryWeight, product of:
               1.1343879 = boost
               3.4616103 = idf(docFreq=3788, maxDocs=44421)
               0.020018168 = queryNorm
             0.38245752 = fieldWeight in 3106, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.4616103 = idf(docFreq=3788, maxDocs=44421)
               0.078125 = fieldNorm(doc=3106)
         0.21340233 = weight(abstract_txt:inconsistent in 3106) [ClassicSimilarity], result of:
           0.21340233 = score(doc=3106,freq=4.0), product of:
             0.18289928 = queryWeight, product of:
               1.2235466 = boost
               7.467361 = idf(docFreq=68, maxDocs=44421)
               0.020018168 = queryNorm
             1.1667751 = fieldWeight in 3106, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               7.467361 = idf(docFreq=68, maxDocs=44421)
               0.078125 = fieldNorm(doc=3106)
         0.033887416 = weight(abstract_txt:terms in 3106) [ClassicSimilarity], result of:
           0.033887416 = score(doc=3106,freq=1.0), product of:
             0.10726751 = queryWeight, product of:
               1.3251457 = boost
               4.043712 = idf(docFreq=2116, maxDocs=44421)
               0.020018168 = queryNorm
             0.31591502 = fieldWeight in 3106, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.043712 = idf(docFreq=2116, maxDocs=44421)
               0.078125 = fieldNorm(doc=3106)
         0.040581618 = weight(abstract_txt:document in 3106) [ClassicSimilarity], result of:
           0.040581618 = score(doc=3106,freq=1.0), product of:
             0.12096567 = queryWeight, product of:
               1.4072155 = boost
               4.29415 = idf(docFreq=1647, maxDocs=44421)
               0.020018168 = queryNorm
             0.33548045 = fieldWeight in 3106, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.29415 = idf(docFreq=1647, maxDocs=44421)
               0.078125 = fieldNorm(doc=3106)
         0.0647571 = weight(abstract_txt:model in 3106) [ClassicSimilarity], result of:
           0.0647571 = score(doc=3106,freq=1.0), product of:
             0.20811857 = queryWeight, product of:
               2.6103573 = boost
               3.9827821 = idf(docFreq=2249, maxDocs=44421)
               0.020018168 = queryNorm
             0.31115484 = fieldWeight in 3106, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.9827821 = idf(docFreq=2249, maxDocs=44421)
               0.078125 = fieldNorm(doc=3106)
         0.25316834 = weight(abstract_txt:indexing in 3106) [ClassicSimilarity], result of:
           0.25316834 = score(doc=3106,freq=4.0), product of:
             0.37245107 = queryWeight, product of:
               4.2768574 = boost
               4.3503094 = idf(docFreq=1557, maxDocs=44421)
               0.020018168 = queryNorm
             0.67973584 = fieldWeight in 3106, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               4.3503094 = idf(docFreq=1557, maxDocs=44421)
               0.078125 = fieldNorm(doc=3106)
       0.28 = coord(7/25)
   

4. Kiren, T.: ¬A clustering based indexing technique of modularized ontologies for information retrieval (2017) 0.18

   0.18146785 = sum of:
     0.18146785 = product of:
       0.56708705 = sum of:
         0.024292113 = weight(abstract_txt:based in 399) [ClassicSimilarity], result of:
           0.024292113 = score(doc=399,freq=6.0), product of:
             0.066466294 = queryWeight, product of:
               1.0431104 = boost
               3.1830752 = idf(docFreq=5005, maxDocs=44421)
               0.020018168 = queryNorm
             0.36548018 = fieldWeight in 399, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               3.1830752 = idf(docFreq=5005, maxDocs=44421)
               0.046875 = fieldNorm(doc=399)
         0.045780197 = weight(abstract_txt:respectively in 399) [ClassicSimilarity], result of:
           0.045780197 = score(doc=399,freq=1.0), product of:
             0.14625706 = queryWeight, product of:
               1.0941402 = boost
               6.677587 = idf(docFreq=151, maxDocs=44421)
               0.020018168 = queryNorm
             0.31301188 = fieldWeight in 399, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.677587 = idf(docFreq=151, maxDocs=44421)
               0.046875 = fieldNorm(doc=399)
         0.035216838 = weight(abstract_txt:terms in 399) [ClassicSimilarity], result of:
           0.035216838 = score(doc=399,freq=3.0), product of:
             0.10726751 = queryWeight, product of:
               1.3251457 = boost
               4.043712 = idf(docFreq=2116, maxDocs=44421)
               0.020018168 = queryNorm
             0.32830852 = fieldWeight in 399, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.043712 = idf(docFreq=2116, maxDocs=44421)
               0.046875 = fieldNorm(doc=399)
         0.034434643 = weight(abstract_txt:document in 399) [ClassicSimilarity], result of:
           0.034434643 = score(doc=399,freq=2.0), product of:
             0.12096567 = queryWeight, product of:
               1.4072155 = boost
               4.29415 = idf(docFreq=1647, maxDocs=44421)
               0.020018168 = queryNorm
             0.2846646 = fieldWeight in 399, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.29415 = idf(docFreq=1647, maxDocs=44421)
               0.046875 = fieldNorm(doc=399)
         0.05016937 = weight(abstract_txt:concepts in 399) [ClassicSimilarity], result of:
           0.05016937 = score(doc=399,freq=3.0), product of:
             0.13580854 = queryWeight, product of:
               1.491053 = boost
               4.549982 = idf(docFreq=1275, maxDocs=44421)
               0.020018168 = queryNorm
             0.36941248 = fieldWeight in 399, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.549982 = idf(docFreq=1275, maxDocs=44421)
               0.046875 = fieldNorm(doc=399)
         0.09301365 = weight(abstract_txt:multiple in 399) [ClassicSimilarity], result of:
           0.09301365 = score(doc=399,freq=5.0), product of:
             0.17286862 = queryWeight, product of:
               1.6822387 = boost
               5.1333895 = idf(docFreq=711, maxDocs=44421)
               0.020018168 = queryNorm
             0.5380598 = fieldWeight in 399, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               5.1333895 = idf(docFreq=711, maxDocs=44421)
               0.046875 = fieldNorm(doc=399)
         0.044003684 = weight(abstract_txt:using in 399) [ClassicSimilarity], result of:
           0.044003684 = score(doc=399,freq=3.0), product of:
             0.15678482 = queryWeight, product of:
               2.2656693 = boost
               3.4568708 = idf(docFreq=3806, maxDocs=44421)
               0.020018168 = queryNorm
             0.28066292 = fieldWeight in 399, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.4568708 = idf(docFreq=3806, maxDocs=44421)
               0.046875 = fieldNorm(doc=399)
         0.24017659 = weight(abstract_txt:indexing in 399) [ClassicSimilarity], result of:
           0.24017659 = score(doc=399,freq=10.0), product of:
             0.37245107 = queryWeight, product of:
               4.2768574 = boost
               4.3503094 = idf(docFreq=1557, maxDocs=44421)
               0.020018168 = queryNorm
             0.64485407 = fieldWeight in 399, product of:
               3.1622777 = tf(freq=10.0), with freq of:
                 10.0 = termFreq=10.0
               4.3503094 = idf(docFreq=1557, maxDocs=44421)
               0.046875 = fieldNorm(doc=399)
       0.32 = coord(8/25)
   

5. Lee, C.; Lee, G.G.: Probabilistic information retrieval model for a dependence structured indexing system (2005) 0.18

   0.17983493 = sum of:
     0.17983493 = product of:
       0.5619842 = sum of:
         0.021258485 = weight(abstract_txt:paper in 2004) [ClassicSimilarity], result of:
           0.021258485 = score(doc=2004,freq=1.0), product of:
             0.078607515 = queryWeight, product of:
               1.1343879 = boost
               3.4616103 = idf(docFreq=3788, maxDocs=44421)
               0.020018168 = queryNorm
             0.2704383 = fieldWeight in 2004, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.4616103 = idf(docFreq=3788, maxDocs=44421)
               0.078125 = fieldNorm(doc=2004)
         0.033887416 = weight(abstract_txt:terms in 2004) [ClassicSimilarity], result of:
           0.033887416 = score(doc=2004,freq=1.0), product of:
             0.10726751 = queryWeight, product of:
               1.3251457 = boost
               4.043712 = idf(docFreq=2116, maxDocs=44421)
               0.020018168 = queryNorm
             0.31591502 = fieldWeight in 2004, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.043712 = idf(docFreq=2116, maxDocs=44421)
               0.078125 = fieldNorm(doc=2004)
         0.14154585 = weight(abstract_txt:conditional in 2004) [ClassicSimilarity], result of:
           0.14154585 = score(doc=2004,freq=1.0), product of:
             0.22081606 = queryWeight, product of:
               1.3444042 = boost
               8.20496 = idf(docFreq=32, maxDocs=44421)
               0.020018168 = queryNorm
             0.6410125 = fieldWeight in 2004, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               8.20496 = idf(docFreq=32, maxDocs=44421)
               0.078125 = fieldNorm(doc=2004)
         0.040581618 = weight(abstract_txt:document in 2004) [ClassicSimilarity], result of:
           0.040581618 = score(doc=2004,freq=1.0), product of:
             0.12096567 = queryWeight, product of:
               1.4072155 = boost
               4.29415 = idf(docFreq=1647, maxDocs=44421)
               0.020018168 = queryNorm
             0.33548045 = fieldWeight in 2004, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.29415 = idf(docFreq=1647, maxDocs=44421)
               0.078125 = fieldNorm(doc=2004)
         0.04666483 = weight(abstract_txt:method in 2004) [ClassicSimilarity], result of:
           0.04666483 = score(doc=2004,freq=1.0), product of:
             0.13277073 = queryWeight, product of:
               1.4742825 = boost
               4.4988065 = idf(docFreq=1342, maxDocs=44421)
               0.020018168 = queryNorm
             0.35146925 = fieldWeight in 2004, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.4988065 = idf(docFreq=1342, maxDocs=44421)
               0.078125 = fieldNorm(doc=2004)
         0.05988143 = weight(abstract_txt:using in 2004) [ClassicSimilarity], result of:
           0.05988143 = score(doc=2004,freq=2.0), product of:
             0.15678482 = queryWeight, product of:
               2.2656693 = boost
               3.4568708 = idf(docFreq=3806, maxDocs=44421)
               0.020018168 = queryNorm
             0.38193387 = fieldWeight in 2004, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.4568708 = idf(docFreq=3806, maxDocs=44421)
               0.078125 = fieldNorm(doc=2004)
         0.09158037 = weight(abstract_txt:model in 2004) [ClassicSimilarity], result of:
           0.09158037 = score(doc=2004,freq=2.0), product of:
             0.20811857 = queryWeight, product of:
               2.6103573 = boost
               3.9827821 = idf(docFreq=2249, maxDocs=44421)
               0.020018168 = queryNorm
             0.4400394 = fieldWeight in 2004, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.9827821 = idf(docFreq=2249, maxDocs=44421)
               0.078125 = fieldNorm(doc=2004)
         0.12658417 = weight(abstract_txt:indexing in 2004) [ClassicSimilarity], result of:
           0.12658417 = score(doc=2004,freq=1.0), product of:
             0.37245107 = queryWeight, product of:
               4.2768574 = boost
               4.3503094 = idf(docFreq=1557, maxDocs=44421)
               0.020018168 = queryNorm
             0.33986792 = fieldWeight in 2004, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.3503094 = idf(docFreq=1557, maxDocs=44421)
               0.078125 = fieldNorm(doc=2004)
       0.32 = coord(8/25)