Document (#38445)

Author

Batorowska, H.
Kaminska-Czubala, B.

Title

Information retrieval support : visualisation of the information space of a document

Source

Knowledge organization in the 21st century: between historical patterns and future prospects. Proceedings of the Thirteenth International ISKO Conference 19-22 May 2014, Kraków, Poland. Ed.: Wieslaw Babik

Imprint

Würzburg : Ergon Verlag

Year

2014

Pages

S.343-350

Series

Advances in knowledge organization; vol. 14

Abstract

Acquiring knowledge in any field involves information retrieval, i.e. searching the available documents to identify answers to the queries concerning the selected objects. Knowing the keywords which are names of the objects will enable situating the user's query in the information space organized as a thesaurus or faceted classification. Objectives: Identification the areas in the information space which correspond to gaps in the user's personal knowledge or in the domain knowledge might become useful in theory or practice. The aim of this paper is to present a realistic information-space model of a self-authored full-text document on information culture, indexed by the author of this article. Methodology: Having established the relations between the terms, particular modules (sets of terms connected by relations used in facet classification) are situated on a plain, similarly to a communication map. Conclusions drawn from the "journey" on the map, which is a visualization of the knowledge contained in the analysed document, are the crucial part of this paper. Results: The direct result of the research is the created model of information space visualization of a given document (book, article, website). The proposed procedure can practically be used as a new form of representation in order to map the contents of academic books and articles, beside the traditional index form, especially as an e-book auxiliary tool. In teaching, visualization of the information space of a document can be used to help students understand the issues of: classification, categorization and representation of new knowledge emerging in human mind.

Content

Vgl.: http://www.ergon-verlag.de/isko_ko/downloads/aiko_vol_14_2014_47.pdf.

Theme

Visualisierung

Similar documents (content)

1. Zhang, J.; Mostafa, J.; Tripathy, H.: Information retrieval by semantic analysis and visualization of the concept space of D-Lib® magazine (2002) 0.25

   0.24681476 = sum of:
     0.24681476 = product of:
       0.6170369 = sum of:
         0.019231448 = weight(abstract_txt:model in 1211) [ClassicSimilarity], result of:
           0.019231448 = score(doc=1211,freq=3.0), product of:
             0.089133 = queryWeight, product of:
               1.0392271 = boost
               3.986234 = idf(docFreq=2231, maxDocs=44218)
               0.021516185 = queryNorm
             0.21576124 = fieldWeight in 1211, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.986234 = idf(docFreq=2231, maxDocs=44218)
               0.03125 = fieldNorm(doc=1211)
         0.043372806 = weight(abstract_txt:terms in 1211) [ClassicSimilarity], result of:
           0.043372806 = score(doc=1211,freq=14.0), product of:
             0.091729 = queryWeight, product of:
               1.0542523 = boost
               4.0438666 = idf(docFreq=2106, maxDocs=44218)
               0.021516185 = queryNorm
             0.47283638 = fieldWeight in 1211, product of:
               3.7416575 = tf(freq=14.0), with freq of:
                 14.0 = termFreq=14.0
               4.0438666 = idf(docFreq=2106, maxDocs=44218)
               0.03125 = fieldNorm(doc=1211)
         0.009226799 = weight(abstract_txt:which in 1211) [ClassicSimilarity], result of:
           0.009226799 = score(doc=1211,freq=2.0), product of:
             0.07158007 = queryWeight, product of:
               1.1405988 = boost
               2.9167147 = idf(docFreq=6503, maxDocs=44218)
               0.021516185 = queryNorm
             0.1289018 = fieldWeight in 1211, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               2.9167147 = idf(docFreq=6503, maxDocs=44218)
               0.03125 = fieldNorm(doc=1211)
         0.02095425 = weight(abstract_txt:representation in 1211) [ClassicSimilarity], result of:
           0.02095425 = score(doc=1211,freq=1.0), product of:
             0.1361191 = queryWeight, product of:
               1.2842535 = boost
               4.926098 = idf(docFreq=871, maxDocs=44218)
               0.021516185 = queryNorm
             0.15394056 = fieldWeight in 1211, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.926098 = idf(docFreq=871, maxDocs=44218)
               0.03125 = fieldNorm(doc=1211)
         0.024416082 = weight(abstract_txt:used in 1211) [ClassicSimilarity], result of:
           0.024416082 = score(doc=1211,freq=6.0), product of:
             0.09495146 = queryWeight, product of:
               1.3136742 = boost
               3.3592992 = idf(docFreq=4177, maxDocs=44218)
               0.021516185 = queryNorm
             0.25714278 = fieldWeight in 1211, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               3.3592992 = idf(docFreq=4177, maxDocs=44218)
               0.03125 = fieldNorm(doc=1211)
         0.048919823 = weight(abstract_txt:user's in 1211) [ClassicSimilarity], result of:
           0.048919823 = score(doc=1211,freq=2.0), product of:
             0.19013011 = queryWeight, product of:
               1.5178074 = boost
               5.8219566 = idf(docFreq=355, maxDocs=44218)
               0.021516185 = queryNorm
             0.25729656 = fieldWeight in 1211, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.8219566 = idf(docFreq=355, maxDocs=44218)
               0.03125 = fieldNorm(doc=1211)
         0.16812104 = weight(abstract_txt:visualization in 1211) [ClassicSimilarity], result of:
           0.16812104 = score(doc=1211,freq=7.0), product of:
             0.32645008 = queryWeight, product of:
               2.4358203 = boost
               6.228827 = idf(docFreq=236, maxDocs=44218)
               0.021516185 = queryNorm
             0.5149977 = fieldWeight in 1211, product of:
               2.6457512 = tf(freq=7.0), with freq of:
                 7.0 = termFreq=7.0
               6.228827 = idf(docFreq=236, maxDocs=44218)
               0.03125 = fieldNorm(doc=1211)
         0.03466305 = weight(abstract_txt:document in 1211) [ClassicSimilarity], result of:
           0.03466305 = score(doc=1211,freq=1.0), product of:
             0.25840178 = queryWeight, product of:
               2.7977505 = boost
               4.2926083 = idf(docFreq=1642, maxDocs=44218)
               0.021516185 = queryNorm
             0.13414401 = fieldWeight in 1211, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.2926083 = idf(docFreq=1642, maxDocs=44218)
               0.03125 = fieldNorm(doc=1211)
         0.04614827 = weight(abstract_txt:information in 1211) [ClassicSimilarity], result of:
           0.04614827 = score(doc=1211,freq=17.0), product of:
             0.14794347 = queryWeight, product of:
               2.8401768 = boost
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.021516185 = queryNorm
             0.3119318 = fieldWeight in 1211, product of:
               4.1231055 = tf(freq=17.0), with freq of:
                 17.0 = termFreq=17.0
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.03125 = fieldNorm(doc=1211)
         0.2019833 = weight(abstract_txt:space in 1211) [ClassicSimilarity], result of:
           0.2019833 = score(doc=1211,freq=6.0), product of:
             0.48933312 = queryWeight, product of:
               4.2174907 = boost
               5.3924384 = idf(docFreq=546, maxDocs=44218)
               0.021516185 = queryNorm
             0.4127726 = fieldWeight in 1211, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               5.3924384 = idf(docFreq=546, maxDocs=44218)
               0.03125 = fieldNorm(doc=1211)
       0.4 = coord(10/25)
   

2. Höfferer, M.: Heuristic search in information retrieval (1994) 0.22

   0.22037981 = sum of:
     0.22037981 = product of:
       0.78707075 = sum of:
         0.07333987 = weight(abstract_txt:representation in 1664) [ClassicSimilarity], result of:
           0.07333987 = score(doc=1664,freq=1.0), product of:
             0.1361191 = queryWeight, product of:
               1.2842535 = boost
               4.926098 = idf(docFreq=871, maxDocs=44218)
               0.021516185 = queryNorm
             0.53879195 = fieldWeight in 1664, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.926098 = idf(docFreq=871, maxDocs=44218)
               0.109375 = fieldNorm(doc=1664)
         0.12107039 = weight(abstract_txt:user's in 1664) [ClassicSimilarity], result of:
           0.12107039 = score(doc=1664,freq=1.0), product of:
             0.19013011 = queryWeight, product of:
               1.5178074 = boost
               5.8219566 = idf(docFreq=355, maxDocs=44218)
               0.021516185 = queryNorm
             0.6367765 = fieldWeight in 1664, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.8219566 = idf(docFreq=355, maxDocs=44218)
               0.109375 = fieldNorm(doc=1664)
         0.05854886 = weight(abstract_txt:classification in 1664) [ClassicSimilarity], result of:
           0.05854886 = score(doc=1664,freq=1.0), product of:
             0.13409163 = queryWeight, product of:
               1.561125 = boost
               3.9920752 = idf(docFreq=2218, maxDocs=44218)
               0.021516185 = queryNorm
             0.43663323 = fieldWeight in 1664, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.9920752 = idf(docFreq=2218, maxDocs=44218)
               0.109375 = fieldNorm(doc=1664)
         0.068782695 = weight(abstract_txt:knowledge in 1664) [ClassicSimilarity], result of:
           0.068782695 = score(doc=1664,freq=1.0), product of:
             0.17700753 = queryWeight, product of:
               2.3155656 = boost
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.021516185 = queryNorm
             0.38858628 = fieldWeight in 1664, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.109375 = fieldNorm(doc=1664)
         0.12132068 = weight(abstract_txt:document in 1664) [ClassicSimilarity], result of:
           0.12132068 = score(doc=1664,freq=1.0), product of:
             0.25840178 = queryWeight, product of:
               2.7977505 = boost
               4.2926083 = idf(docFreq=1642, maxDocs=44218)
               0.021516185 = queryNorm
             0.46950403 = fieldWeight in 1664, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.2926083 = idf(docFreq=1642, maxDocs=44218)
               0.109375 = fieldNorm(doc=1664)
         0.055400543 = weight(abstract_txt:information in 1664) [ClassicSimilarity], result of:
           0.055400543 = score(doc=1664,freq=2.0), product of:
             0.14794347 = queryWeight, product of:
               2.8401768 = boost
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.021516185 = queryNorm
             0.37447104 = fieldWeight in 1664, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.109375 = fieldNorm(doc=1664)
         0.2886077 = weight(abstract_txt:space in 1664) [ClassicSimilarity], result of:
           0.2886077 = score(doc=1664,freq=1.0), product of:
             0.48933312 = queryWeight, product of:
               4.2174907 = boost
               5.3924384 = idf(docFreq=546, maxDocs=44218)
               0.021516185 = queryNorm
             0.589798 = fieldWeight in 1664, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.3924384 = idf(docFreq=546, maxDocs=44218)
               0.109375 = fieldNorm(doc=1664)
       0.28 = coord(7/25)
   

3. Xiong, C.: Knowledge based text representations for information retrieval (2016) 0.18

   0.18449904 = sum of:
     0.18449904 = product of:
       0.5124973 = sum of:
         0.023553614 = weight(abstract_txt:model in 5820) [ClassicSimilarity], result of:
           0.023553614 = score(doc=5820,freq=2.0), product of:
             0.089133 = queryWeight, product of:
               1.0392271 = boost
               3.986234 = idf(docFreq=2231, maxDocs=44218)
               0.021516185 = queryNorm
             0.26425245 = fieldWeight in 5820, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.986234 = idf(docFreq=2231, maxDocs=44218)
               0.046875 = fieldNorm(doc=5820)
         0.017387804 = weight(abstract_txt:terms in 5820) [ClassicSimilarity], result of:
           0.017387804 = score(doc=5820,freq=1.0), product of:
             0.091729 = queryWeight, product of:
               1.0542523 = boost
               4.0438666 = idf(docFreq=2106, maxDocs=44218)
               0.021516185 = queryNorm
             0.18955624 = fieldWeight in 5820, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.0438666 = idf(docFreq=2106, maxDocs=44218)
               0.046875 = fieldNorm(doc=5820)
         0.013840199 = weight(abstract_txt:which in 5820) [ClassicSimilarity], result of:
           0.013840199 = score(doc=5820,freq=2.0), product of:
             0.07158007 = queryWeight, product of:
               1.1405988 = boost
               2.9167147 = idf(docFreq=6503, maxDocs=44218)
               0.021516185 = queryNorm
             0.1933527 = fieldWeight in 5820, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               2.9167147 = idf(docFreq=6503, maxDocs=44218)
               0.046875 = fieldNorm(doc=5820)
         0.031431373 = weight(abstract_txt:representation in 5820) [ClassicSimilarity], result of:
           0.031431373 = score(doc=5820,freq=1.0), product of:
             0.1361191 = queryWeight, product of:
               1.2842535 = boost
               4.926098 = idf(docFreq=871, maxDocs=44218)
               0.021516185 = queryNorm
             0.23091084 = fieldWeight in 5820, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.926098 = idf(docFreq=871, maxDocs=44218)
               0.046875 = fieldNorm(doc=5820)
         0.014951736 = weight(abstract_txt:used in 5820) [ClassicSimilarity], result of:
           0.014951736 = score(doc=5820,freq=1.0), product of:
             0.09495146 = queryWeight, product of:
               1.3136742 = boost
               3.3592992 = idf(docFreq=4177, maxDocs=44218)
               0.021516185 = queryNorm
             0.15746716 = fieldWeight in 5820, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.3592992 = idf(docFreq=4177, maxDocs=44218)
               0.046875 = fieldNorm(doc=5820)
         0.06591548 = weight(abstract_txt:knowledge in 5820) [ClassicSimilarity], result of:
           0.06591548 = score(doc=5820,freq=5.0), product of:
             0.17700753 = queryWeight, product of:
               2.3155656 = boost
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.021516185 = queryNorm
             0.372388 = fieldWeight in 5820, product of:
               2.236068 = tf(freq=5.0), with freq of:
                 5.0 = termFreq=5.0
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.046875 = fieldNorm(doc=5820)
         0.09005725 = weight(abstract_txt:document in 5820) [ClassicSimilarity], result of:
           0.09005725 = score(doc=5820,freq=3.0), product of:
             0.25840178 = queryWeight, product of:
               2.7977505 = boost
               4.2926083 = idf(docFreq=1642, maxDocs=44218)
               0.021516185 = queryNorm
             0.34851635 = fieldWeight in 5820, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               4.2926083 = idf(docFreq=1642, maxDocs=44218)
               0.046875 = fieldNorm(doc=5820)
         0.041124236 = weight(abstract_txt:information in 5820) [ClassicSimilarity], result of:
           0.041124236 = score(doc=5820,freq=6.0), product of:
             0.14794347 = queryWeight, product of:
               2.8401768 = boost
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.021516185 = queryNorm
             0.27797264 = fieldWeight in 5820, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.046875 = fieldNorm(doc=5820)
         0.21423563 = weight(abstract_txt:space in 5820) [ClassicSimilarity], result of:
           0.21423563 = score(doc=5820,freq=3.0), product of:
             0.48933312 = queryWeight, product of:
               4.2174907 = boost
               5.3924384 = idf(docFreq=546, maxDocs=44218)
               0.021516185 = queryNorm
             0.43781143 = fieldWeight in 5820, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               5.3924384 = idf(docFreq=546, maxDocs=44218)
               0.046875 = fieldNorm(doc=5820)
       0.36 = coord(9/25)
   

4. Catarci, T.; Spaccapietra, S.: Visual information querying (2002) 0.18

   0.18340355 = sum of:
     0.18340355 = product of:
       0.5094543 = sum of:
         0.01159187 = weight(abstract_txt:terms in 4268) [ClassicSimilarity], result of:
           0.01159187 = score(doc=4268,freq=1.0), product of:
             0.091729 = queryWeight, product of:
               1.0542523 = boost
               4.0438666 = idf(docFreq=2106, maxDocs=44218)
               0.021516185 = queryNorm
             0.12637083 = fieldWeight in 4268, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.0438666 = idf(docFreq=2106, maxDocs=44218)
               0.03125 = fieldNorm(doc=4268)
         0.013877025 = weight(abstract_txt:form in 4268) [ClassicSimilarity], result of:
           0.013877025 = score(doc=4268,freq=1.0), product of:
             0.10341937 = queryWeight, product of:
               1.1194177 = boost
               4.293826 = idf(docFreq=1640, maxDocs=44218)
               0.021516185 = queryNorm
             0.13418207 = fieldWeight in 4268, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.293826 = idf(docFreq=1640, maxDocs=44218)
               0.03125 = fieldNorm(doc=4268)
         0.0065243323 = weight(abstract_txt:which in 4268) [ClassicSimilarity], result of:
           0.0065243323 = score(doc=4268,freq=1.0), product of:
             0.07158007 = queryWeight, product of:
               1.1405988 = boost
               2.9167147 = idf(docFreq=6503, maxDocs=44218)
               0.021516185 = queryNorm
             0.09114733 = fieldWeight in 4268, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.9167147 = idf(docFreq=6503, maxDocs=44218)
               0.03125 = fieldNorm(doc=4268)
         0.029633783 = weight(abstract_txt:representation in 4268) [ClassicSimilarity], result of:
           0.029633783 = score(doc=4268,freq=2.0), product of:
             0.1361191 = queryWeight, product of:
               1.2842535 = boost
               4.926098 = idf(docFreq=871, maxDocs=44218)
               0.021516185 = queryNorm
             0.21770482 = fieldWeight in 4268, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.926098 = idf(docFreq=871, maxDocs=44218)
               0.03125 = fieldNorm(doc=4268)
         0.029906766 = weight(abstract_txt:relations in 4268) [ClassicSimilarity], result of:
           0.029906766 = score(doc=4268,freq=1.0), product of:
             0.17255092 = queryWeight, product of:
               1.4459386 = boost
               5.5462847 = idf(docFreq=468, maxDocs=44218)
               0.021516185 = queryNorm
             0.1733214 = fieldWeight in 4268, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.5462847 = idf(docFreq=468, maxDocs=44218)
               0.03125 = fieldNorm(doc=4268)
         0.03459154 = weight(abstract_txt:user's in 4268) [ClassicSimilarity], result of:
           0.03459154 = score(doc=4268,freq=1.0), product of:
             0.19013011 = queryWeight, product of:
               1.5178074 = boost
               5.8219566 = idf(docFreq=355, maxDocs=44218)
               0.021516185 = queryNorm
             0.18193614 = fieldWeight in 4268, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.8219566 = idf(docFreq=355, maxDocs=44218)
               0.03125 = fieldNorm(doc=4268)
         0.2107509 = weight(abstract_txt:visualization in 4268) [ClassicSimilarity], result of:
           0.2107509 = score(doc=4268,freq=11.0), product of:
             0.32645008 = queryWeight, product of:
               2.4358203 = boost
               6.228827 = idf(docFreq=236, maxDocs=44218)
               0.021516185 = queryNorm
             0.6455838 = fieldWeight in 4268, product of:
               3.3166249 = tf(freq=11.0), with freq of:
                 11.0 = termFreq=11.0
               6.228827 = idf(docFreq=236, maxDocs=44218)
               0.03125 = fieldNorm(doc=4268)
         0.055963 = weight(abstract_txt:information in 4268) [ClassicSimilarity], result of:
           0.055963 = score(doc=4268,freq=25.0), product of:
             0.14794347 = queryWeight, product of:
               2.8401768 = boost
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.021516185 = queryNorm
             0.37827286 = fieldWeight in 4268, product of:
               5.0 = tf(freq=25.0), with freq of:
                 25.0 = termFreq=25.0
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.03125 = fieldNorm(doc=4268)
         0.11661511 = weight(abstract_txt:space in 4268) [ClassicSimilarity], result of:
           0.11661511 = score(doc=4268,freq=2.0), product of:
             0.48933312 = queryWeight, product of:
               4.2174907 = boost
               5.3924384 = idf(docFreq=546, maxDocs=44218)
               0.021516185 = queryNorm
             0.23831436 = fieldWeight in 4268, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.3924384 = idf(docFreq=546, maxDocs=44218)
               0.03125 = fieldNorm(doc=4268)
       0.36 = coord(9/25)
   

5. Hofferer, M.: Heuristic search in information retrieval (1994) 0.18

   0.18267436 = sum of:
     0.18267436 = product of:
       0.7611432 = sum of:
         0.083817 = weight(abstract_txt:representation in 1070) [ClassicSimilarity], result of:
           0.083817 = score(doc=1070,freq=1.0), product of:
             0.1361191 = queryWeight, product of:
               1.2842535 = boost
               4.926098 = idf(docFreq=871, maxDocs=44218)
               0.021516185 = queryNorm
             0.61576223 = fieldWeight in 1070, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.926098 = idf(docFreq=871, maxDocs=44218)
               0.125 = fieldNorm(doc=1070)
         0.06691299 = weight(abstract_txt:classification in 1070) [ClassicSimilarity], result of:
           0.06691299 = score(doc=1070,freq=1.0), product of:
             0.13409163 = queryWeight, product of:
               1.561125 = boost
               3.9920752 = idf(docFreq=2218, maxDocs=44218)
               0.021516185 = queryNorm
             0.4990094 = fieldWeight in 1070, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.9920752 = idf(docFreq=2218, maxDocs=44218)
               0.125 = fieldNorm(doc=1070)
         0.078608796 = weight(abstract_txt:knowledge in 1070) [ClassicSimilarity], result of:
           0.078608796 = score(doc=1070,freq=1.0), product of:
             0.17700753 = queryWeight, product of:
               2.3155656 = boost
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.021516185 = queryNorm
             0.4440986 = fieldWeight in 1070, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.5527887 = idf(docFreq=3442, maxDocs=44218)
               0.125 = fieldNorm(doc=1070)
         0.1386522 = weight(abstract_txt:document in 1070) [ClassicSimilarity], result of:
           0.1386522 = score(doc=1070,freq=1.0), product of:
             0.25840178 = queryWeight, product of:
               2.7977505 = boost
               4.2926083 = idf(docFreq=1642, maxDocs=44218)
               0.021516185 = queryNorm
             0.53657603 = fieldWeight in 1070, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.2926083 = idf(docFreq=1642, maxDocs=44218)
               0.125 = fieldNorm(doc=1070)
         0.06331491 = weight(abstract_txt:information in 1070) [ClassicSimilarity], result of:
           0.06331491 = score(doc=1070,freq=2.0), product of:
             0.14794347 = queryWeight, product of:
               2.8401768 = boost
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.021516185 = queryNorm
             0.4279669 = fieldWeight in 1070, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               2.4209464 = idf(docFreq=10677, maxDocs=44218)
               0.125 = fieldNorm(doc=1070)
         0.32983735 = weight(abstract_txt:space in 1070) [ClassicSimilarity], result of:
           0.32983735 = score(doc=1070,freq=1.0), product of:
             0.48933312 = queryWeight, product of:
               4.2174907 = boost
               5.3924384 = idf(docFreq=546, maxDocs=44218)
               0.021516185 = queryNorm
             0.6740548 = fieldWeight in 1070, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.3924384 = idf(docFreq=546, maxDocs=44218)
               0.125 = fieldNorm(doc=1070)
       0.24 = coord(6/25)