Document (#24562)

Author

Wang, P.
Berry, M.W.
Yang, Y.

Title

Mining longitudinal Web queries : trends and patterns

Source

Journal of the American Society for Information Science and technology. 54(2003) no.8, S.743-758

Year

2003

Abstract

This project analyzed 541,920 user queries submitted to and executed in an academic Website during a four-year period (May 1997 to May 2001) using a relational database. The purpose of the study is three-fold: (1) to understand Web users' query behavior; (2) to identify problems encountered by these Web users; (3) to develop appropriate techniques for optimization of query analysis and mining. The linguistic analyses focus an query structures, lexicon, and word associations using statistical measures such as Zipf distribution and mutual information. A data model with finest granularity is used for data storage and iterative analyses. Patterns and trends of querying behavior are identified and compared with previous studies.

Theme

Benutzerstudien
Suchmaschinen
Suchtaktik

Similar documents (author)

1. Wang, F.L.; Yang, C.C.: ¬The impact analysis of language differences on an automatic multilingual text summarization system (2006) 2.02

   2.0159907 = sum of:
     2.0159907 = product of:
       3.0239859 = sum of:
         1.3034985 = weight(author_txt:wang in 5049) [ClassicSimilarity], result of:
           1.3034985 = score(doc=5049,freq=1.0), product of:
             0.39734215 = queryWeight, product of:
               6.5610886 = idf(docFreq=169, maxDocs=44218)
               0.0605604 = queryNorm
             3.2805443 = fieldWeight in 5049, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.5610886 = idf(docFreq=169, maxDocs=44218)
               0.5 = fieldNorm(doc=5049)
         1.7204872 = weight(author_txt:yang in 5049) [ClassicSimilarity], result of:
           1.7204872 = score(doc=5049,freq=1.0), product of:
             0.47810715 = queryWeight, product of:
               1.0969335 = boost
               7.1970778 = idf(docFreq=89, maxDocs=44218)
               0.0605604 = queryNorm
             3.5985389 = fieldWeight in 5049, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.1970778 = idf(docFreq=89, maxDocs=44218)
               0.5 = fieldNorm(doc=5049)
       0.6666667 = coord(2/3)
   

2. Wang, F.L.; Yang, C.C.: Mining Web data for Chinese segmentation (2007) 2.02

   2.0159907 = sum of:
     2.0159907 = product of:
       3.0239859 = sum of:
         1.3034985 = weight(author_txt:wang in 604) [ClassicSimilarity], result of:
           1.3034985 = score(doc=604,freq=1.0), product of:
             0.39734215 = queryWeight, product of:
               6.5610886 = idf(docFreq=169, maxDocs=44218)
               0.0605604 = queryNorm
             3.2805443 = fieldWeight in 604, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.5610886 = idf(docFreq=169, maxDocs=44218)
               0.5 = fieldNorm(doc=604)
         1.7204872 = weight(author_txt:yang in 604) [ClassicSimilarity], result of:
           1.7204872 = score(doc=604,freq=1.0), product of:
             0.47810715 = queryWeight, product of:
               1.0969335 = boost
               7.1970778 = idf(docFreq=89, maxDocs=44218)
               0.0605604 = queryNorm
             3.5985389 = fieldWeight in 604, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.1970778 = idf(docFreq=89, maxDocs=44218)
               0.5 = fieldNorm(doc=604)
       0.6666667 = coord(2/3)
   

3. Yang, C.C.; Wang, F.L.: Hierarchical summarization of large documents (2008) 2.02

   2.0159907 = sum of:
     2.0159907 = product of:
       3.0239859 = sum of:
         1.3034985 = weight(author_txt:wang in 1719) [ClassicSimilarity], result of:
           1.3034985 = score(doc=1719,freq=1.0), product of:
             0.39734215 = queryWeight, product of:
               6.5610886 = idf(docFreq=169, maxDocs=44218)
               0.0605604 = queryNorm
             3.2805443 = fieldWeight in 1719, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.5610886 = idf(docFreq=169, maxDocs=44218)
               0.5 = fieldNorm(doc=1719)
         1.7204872 = weight(author_txt:yang in 1719) [ClassicSimilarity], result of:
           1.7204872 = score(doc=1719,freq=1.0), product of:
             0.47810715 = queryWeight, product of:
               1.0969335 = boost
               7.1970778 = idf(docFreq=89, maxDocs=44218)
               0.0605604 = queryNorm
             3.5985389 = fieldWeight in 1719, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.1970778 = idf(docFreq=89, maxDocs=44218)
               0.5 = fieldNorm(doc=1719)
       0.6666667 = coord(2/3)
   

4. Wang, Y.; Tai, Y.; Yang, Y.: Determination of semantic types of tags in social tagging systems (2018) 1.51

   1.5119928 = sum of:
     1.5119928 = product of:
       2.2679892 = sum of:
         0.9776239 = weight(author_txt:wang in 4648) [ClassicSimilarity], result of:
           0.9776239 = score(doc=4648,freq=1.0), product of:
             0.39734215 = queryWeight, product of:
               6.5610886 = idf(docFreq=169, maxDocs=44218)
               0.0605604 = queryNorm
             2.4604082 = fieldWeight in 4648, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.5610886 = idf(docFreq=169, maxDocs=44218)
               0.375 = fieldNorm(doc=4648)
         1.2903653 = weight(author_txt:yang in 4648) [ClassicSimilarity], result of:
           1.2903653 = score(doc=4648,freq=1.0), product of:
             0.47810715 = queryWeight, product of:
               1.0969335 = boost
               7.1970778 = idf(docFreq=89, maxDocs=44218)
               0.0605604 = queryNorm
             2.698904 = fieldWeight in 4648, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.1970778 = idf(docFreq=89, maxDocs=44218)
               0.375 = fieldNorm(doc=4648)
       0.6666667 = coord(2/3)
   

5. Wang, F.; Yang, J.; Wu, Y.: Non-synchronism in theoretical research of information science (2021) 1.51

   1.5119928 = sum of:
     1.5119928 = product of:
       2.2679892 = sum of:
         0.9776239 = weight(author_txt:wang in 602) [ClassicSimilarity], result of:
           0.9776239 = score(doc=602,freq=1.0), product of:
             0.39734215 = queryWeight, product of:
               6.5610886 = idf(docFreq=169, maxDocs=44218)
               0.0605604 = queryNorm
             2.4604082 = fieldWeight in 602, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.5610886 = idf(docFreq=169, maxDocs=44218)
               0.375 = fieldNorm(doc=602)
         1.2903653 = weight(author_txt:yang in 602) [ClassicSimilarity], result of:
           1.2903653 = score(doc=602,freq=1.0), product of:
             0.47810715 = queryWeight, product of:
               1.0969335 = boost
               7.1970778 = idf(docFreq=89, maxDocs=44218)
               0.0605604 = queryNorm
             2.698904 = fieldWeight in 602, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.1970778 = idf(docFreq=89, maxDocs=44218)
               0.375 = fieldNorm(doc=602)
       0.6666667 = coord(2/3)
   

Similar documents (content)

1. Mat-Hassan, M.; Levene, M.: Associating search and navigation behavior through log analysis (2005) 0.17

   0.17213103 = sum of:
     0.17213103 = product of:
       0.61475366 = sum of:
         0.016722335 = weight(abstract_txt:data in 3681) [ClassicSimilarity], result of:
           0.016722335 = score(doc=3681,freq=1.0), product of:
             0.08019468 = queryWeight, product of:
               1.0412062 = boost
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.023085404 = queryNorm
             0.20852174 = fieldWeight in 3681, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.0625 = fieldNorm(doc=3681)
         0.07740655 = weight(abstract_txt:submitted in 3681) [ClassicSimilarity], result of:
           0.07740655 = score(doc=3681,freq=1.0), product of:
             0.17678934 = queryWeight, product of:
               1.0931431 = boost
               7.0055394 = idf(docFreq=108, maxDocs=44218)
               0.023085404 = queryNorm
             0.4378462 = fieldWeight in 3681, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.0055394 = idf(docFreq=108, maxDocs=44218)
               0.0625 = fieldNorm(doc=3681)
         0.054194544 = weight(abstract_txt:users in 3681) [ClassicSimilarity], result of:
           0.054194544 = score(doc=3681,freq=7.0), product of:
             0.09180902 = queryWeight, product of:
               1.114055 = boost
               3.569778 = idf(docFreq=3384, maxDocs=44218)
               0.023085404 = queryNorm
             0.5902965 = fieldWeight in 3681, product of:
               2.6457512 = tf(freq=7.0), with freq of:
                 7.0 = termFreq=7.0
               3.569778 = idf(docFreq=3384, maxDocs=44218)
               0.0625 = fieldNorm(doc=3681)
         0.084798835 = weight(abstract_txt:queries in 3681) [ClassicSimilarity], result of:
           0.084798835 = score(doc=3681,freq=2.0), product of:
             0.18787293 = queryWeight, product of:
               1.5936615 = boost
               5.106586 = idf(docFreq=727, maxDocs=44218)
               0.023085404 = queryNorm
             0.4513627 = fieldWeight in 3681, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.106586 = idf(docFreq=727, maxDocs=44218)
               0.0625 = fieldNorm(doc=3681)
         0.11024465 = weight(abstract_txt:behavior in 3681) [ClassicSimilarity], result of:
           0.11024465 = score(doc=3681,freq=3.0), product of:
             0.19549945 = queryWeight, product of:
               1.6256863 = boost
               5.2092032 = idf(docFreq=656, maxDocs=44218)
               0.023085404 = queryNorm
             0.5639128 = fieldWeight in 3681, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               5.2092032 = idf(docFreq=656, maxDocs=44218)
               0.0625 = fieldNorm(doc=3681)
         0.093655884 = weight(abstract_txt:patterns in 3681) [ClassicSimilarity], result of:
           0.093655884 = score(doc=3681,freq=2.0), product of:
             0.20073712 = queryWeight, product of:
               1.6473194 = boost
               5.2785225 = idf(docFreq=612, maxDocs=44218)
               0.023085404 = queryNorm
             0.4665599 = fieldWeight in 3681, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.2785225 = idf(docFreq=612, maxDocs=44218)
               0.0625 = fieldNorm(doc=3681)
         0.17773087 = weight(abstract_txt:query in 3681) [ClassicSimilarity], result of:
           0.17773087 = score(doc=3681,freq=6.0), product of:
             0.24421342 = queryWeight, product of:
               2.2253296 = boost
               4.7537646 = idf(docFreq=1035, maxDocs=44218)
               0.023085404 = queryNorm
             0.72776866 = fieldWeight in 3681, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               4.7537646 = idf(docFreq=1035, maxDocs=44218)
               0.0625 = fieldNorm(doc=3681)
       0.28 = coord(7/25)
   

2. Sahib, N.G.; Tombros, A.; Stockman, T.: ¬A comparative analysis of the information-seeking behavior of visually impaired and sighted searchers (2012) 0.16

   0.16182227 = sum of:
     0.16182227 = product of:
       0.5779367 = sum of:
         0.059257947 = weight(abstract_txt:encountered in 4989) [ClassicSimilarity], result of:
           0.059257947 = score(doc=4989,freq=1.0), product of:
             0.1479456 = queryWeight, product of:
               6.4086204 = idf(docFreq=197, maxDocs=44218)
               0.023085404 = queryNorm
             0.40053877 = fieldWeight in 4989, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.4086204 = idf(docFreq=197, maxDocs=44218)
               0.0625 = fieldNorm(doc=4989)
         0.01870187 = weight(abstract_txt:using in 4989) [ClassicSimilarity], result of:
           0.01870187 = score(doc=4989,freq=1.0), product of:
             0.086404756 = queryWeight, product of:
               1.0807688 = boost
               3.4631186 = idf(docFreq=3765, maxDocs=44218)
               0.023085404 = queryNorm
             0.21644491 = fieldWeight in 4989, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.4631186 = idf(docFreq=3765, maxDocs=44218)
               0.0625 = fieldNorm(doc=4989)
         0.07740655 = weight(abstract_txt:submitted in 4989) [ClassicSimilarity], result of:
           0.07740655 = score(doc=4989,freq=1.0), product of:
             0.17678934 = queryWeight, product of:
               1.0931431 = boost
               7.0055394 = idf(docFreq=108, maxDocs=44218)
               0.023085404 = queryNorm
             0.4378462 = fieldWeight in 4989, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.0055394 = idf(docFreq=108, maxDocs=44218)
               0.0625 = fieldNorm(doc=4989)
         0.028968204 = weight(abstract_txt:users in 4989) [ClassicSimilarity], result of:
           0.028968204 = score(doc=4989,freq=2.0), product of:
             0.09180902 = queryWeight, product of:
               1.114055 = boost
               3.569778 = idf(docFreq=3384, maxDocs=44218)
               0.023085404 = queryNorm
             0.31552678 = fieldWeight in 4989, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.569778 = idf(docFreq=3384, maxDocs=44218)
               0.0625 = fieldNorm(doc=4989)
         0.05996183 = weight(abstract_txt:queries in 4989) [ClassicSimilarity], result of:
           0.05996183 = score(doc=4989,freq=1.0), product of:
             0.18787293 = queryWeight, product of:
               1.5936615 = boost
               5.106586 = idf(docFreq=727, maxDocs=44218)
               0.023085404 = queryNorm
             0.31916162 = fieldWeight in 4989, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.106586 = idf(docFreq=727, maxDocs=44218)
               0.0625 = fieldNorm(doc=4989)
         0.15590948 = weight(abstract_txt:behavior in 4989) [ClassicSimilarity], result of:
           0.15590948 = score(doc=4989,freq=6.0), product of:
             0.19549945 = queryWeight, product of:
               1.6256863 = boost
               5.2092032 = idf(docFreq=656, maxDocs=44218)
               0.023085404 = queryNorm
             0.79749316 = fieldWeight in 4989, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               5.2092032 = idf(docFreq=656, maxDocs=44218)
               0.0625 = fieldNorm(doc=4989)
         0.17773087 = weight(abstract_txt:query in 4989) [ClassicSimilarity], result of:
           0.17773087 = score(doc=4989,freq=6.0), product of:
             0.24421342 = queryWeight, product of:
               2.2253296 = boost
               4.7537646 = idf(docFreq=1035, maxDocs=44218)
               0.023085404 = queryNorm
             0.72776866 = fieldWeight in 4989, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               4.7537646 = idf(docFreq=1035, maxDocs=44218)
               0.0625 = fieldNorm(doc=4989)
       0.28 = coord(7/25)
   

3. Jansen, B.J.; Spink, A.: ¬An analysis of Web searching by European Allthe Web.com users (2005) 0.15

   0.15301715 = sum of:
     0.15301715 = product of:
       0.54648983 = sum of:
         0.023648953 = weight(abstract_txt:data in 1015) [ClassicSimilarity], result of:
           0.023648953 = score(doc=1015,freq=2.0), product of:
             0.08019468 = queryWeight, product of:
               1.0412062 = boost
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.023085404 = queryNorm
             0.29489428 = fieldWeight in 1015, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.0625 = fieldNorm(doc=1015)
         0.109469384 = weight(abstract_txt:submitted in 1015) [ClassicSimilarity], result of:
           0.109469384 = score(doc=1015,freq=2.0), product of:
             0.17678934 = queryWeight, product of:
               1.0931431 = boost
               7.0055394 = idf(docFreq=108, maxDocs=44218)
               0.023085404 = queryNorm
             0.61920804 = fieldWeight in 1015, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               7.0055394 = idf(docFreq=108, maxDocs=44218)
               0.0625 = fieldNorm(doc=1015)
         0.03547866 = weight(abstract_txt:users in 1015) [ClassicSimilarity], result of:
           0.03547866 = score(doc=1015,freq=3.0), product of:
             0.09180902 = queryWeight, product of:
               1.114055 = boost
               3.569778 = idf(docFreq=3384, maxDocs=44218)
               0.023085404 = queryNorm
             0.3864398 = fieldWeight in 1015, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.569778 = idf(docFreq=3384, maxDocs=44218)
               0.0625 = fieldNorm(doc=1015)
         0.08998608 = weight(abstract_txt:longitudinal in 1015) [ClassicSimilarity], result of:
           0.08998608 = score(doc=1015,freq=1.0), product of:
             0.19545849 = queryWeight, product of:
               1.1494133 = boost
               7.3661537 = idf(docFreq=75, maxDocs=44218)
               0.023085404 = queryNorm
             0.4603846 = fieldWeight in 1015, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               7.3661537 = idf(docFreq=75, maxDocs=44218)
               0.0625 = fieldNorm(doc=1015)
         0.10385693 = weight(abstract_txt:queries in 1015) [ClassicSimilarity], result of:
           0.10385693 = score(doc=1015,freq=3.0), product of:
             0.18787293 = queryWeight, product of:
               1.5936615 = boost
               5.106586 = idf(docFreq=727, maxDocs=44218)
               0.023085404 = queryNorm
             0.5528041 = fieldWeight in 1015, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               5.106586 = idf(docFreq=727, maxDocs=44218)
               0.0625 = fieldNorm(doc=1015)
         0.111491516 = weight(abstract_txt:trends in 1015) [ClassicSimilarity], result of:
           0.111491516 = score(doc=1015,freq=2.0), product of:
             0.22547524 = queryWeight, product of:
               1.7458761 = boost
               5.5943284 = idf(docFreq=446, maxDocs=44218)
               0.023085404 = queryNorm
             0.49447343 = fieldWeight in 1015, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.5943284 = idf(docFreq=446, maxDocs=44218)
               0.0625 = fieldNorm(doc=1015)
         0.07255832 = weight(abstract_txt:query in 1015) [ClassicSimilarity], result of:
           0.07255832 = score(doc=1015,freq=1.0), product of:
             0.24421342 = queryWeight, product of:
               2.2253296 = boost
               4.7537646 = idf(docFreq=1035, maxDocs=44218)
               0.023085404 = queryNorm
             0.2971103 = fieldWeight in 1015, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.7537646 = idf(docFreq=1035, maxDocs=44218)
               0.0625 = fieldNorm(doc=1015)
       0.28 = coord(7/25)
   

4. Ortiz-Cordova, A.; Yang, Y.; Jansen, B.J.: External to internal search : associating searching on search engines with searching on sites (2015) 0.15

   0.14604814 = sum of:
     0.14604814 = product of:
       0.6085339 = sum of:
         0.060115654 = weight(abstract_txt:website in 2675) [ClassicSimilarity], result of:
           0.060115654 = score(doc=2675,freq=1.0), product of:
             0.14936976 = queryWeight, product of:
               1.0048016 = boost
               6.439392 = idf(docFreq=191, maxDocs=44218)
               0.023085404 = queryNorm
             0.402462 = fieldWeight in 2675, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.439392 = idf(docFreq=191, maxDocs=44218)
               0.0625 = fieldNorm(doc=2675)
         0.109469384 = weight(abstract_txt:submitted in 2675) [ClassicSimilarity], result of:
           0.109469384 = score(doc=2675,freq=2.0), product of:
             0.17678934 = queryWeight, product of:
               1.0931431 = boost
               7.0055394 = idf(docFreq=108, maxDocs=44218)
               0.023085404 = queryNorm
             0.61920804 = fieldWeight in 2675, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               7.0055394 = idf(docFreq=108, maxDocs=44218)
               0.0625 = fieldNorm(doc=2675)
         0.020483613 = weight(abstract_txt:users in 2675) [ClassicSimilarity], result of:
           0.020483613 = score(doc=2675,freq=1.0), product of:
             0.09180902 = queryWeight, product of:
               1.114055 = boost
               3.569778 = idf(docFreq=3384, maxDocs=44218)
               0.023085404 = queryNorm
             0.22311112 = fieldWeight in 2675, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.569778 = idf(docFreq=3384, maxDocs=44218)
               0.0625 = fieldNorm(doc=2675)
         0.1586441 = weight(abstract_txt:queries in 2675) [ClassicSimilarity], result of:
           0.1586441 = score(doc=2675,freq=7.0), product of:
             0.18787293 = queryWeight, product of:
               1.5936615 = boost
               5.106586 = idf(docFreq=727, maxDocs=44218)
               0.023085404 = queryNorm
             0.8444223 = fieldWeight in 2675, product of:
               2.6457512 = tf(freq=7.0), with freq of:
                 7.0 = termFreq=7.0
               5.106586 = idf(docFreq=727, maxDocs=44218)
               0.0625 = fieldNorm(doc=2675)
         0.114704564 = weight(abstract_txt:patterns in 2675) [ClassicSimilarity], result of:
           0.114704564 = score(doc=2675,freq=3.0), product of:
             0.20073712 = queryWeight, product of:
               1.6473194 = boost
               5.2785225 = idf(docFreq=612, maxDocs=44218)
               0.023085404 = queryNorm
             0.5714168 = fieldWeight in 2675, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               5.2785225 = idf(docFreq=612, maxDocs=44218)
               0.0625 = fieldNorm(doc=2675)
         0.14511664 = weight(abstract_txt:query in 2675) [ClassicSimilarity], result of:
           0.14511664 = score(doc=2675,freq=4.0), product of:
             0.24421342 = queryWeight, product of:
               2.2253296 = boost
               4.7537646 = idf(docFreq=1035, maxDocs=44218)
               0.023085404 = queryNorm
             0.5942206 = fieldWeight in 2675, product of:
               2.0 = tf(freq=4.0), with freq of:
                 4.0 = termFreq=4.0
               4.7537646 = idf(docFreq=1035, maxDocs=44218)
               0.0625 = fieldNorm(doc=2675)
       0.24 = coord(6/25)
   

5. Hollink, V.; Tsikrika, T.; Vries, A.P. de: Semantic search log analysis : a method and a study on professional image search (2011) 0.14

   0.1418694 = sum of:
     0.1418694 = product of:
       0.50667644 = sum of:
         0.016722335 = weight(abstract_txt:data in 4362) [ClassicSimilarity], result of:
           0.016722335 = score(doc=4362,freq=1.0), product of:
             0.08019468 = queryWeight, product of:
               1.0412062 = boost
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.023085404 = queryNorm
             0.20852174 = fieldWeight in 4362, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               3.3363478 = idf(docFreq=4274, maxDocs=44218)
               0.0625 = fieldNorm(doc=4362)
         0.026448438 = weight(abstract_txt:using in 4362) [ClassicSimilarity], result of:
           0.026448438 = score(doc=4362,freq=2.0), product of:
             0.086404756 = queryWeight, product of:
               1.0807688 = boost
               3.4631186 = idf(docFreq=3765, maxDocs=44218)
               0.023085404 = queryNorm
             0.30609933 = fieldWeight in 4362, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               3.4631186 = idf(docFreq=3765, maxDocs=44218)
               0.0625 = fieldNorm(doc=4362)
         0.03547866 = weight(abstract_txt:users in 4362) [ClassicSimilarity], result of:
           0.03547866 = score(doc=4362,freq=3.0), product of:
             0.09180902 = queryWeight, product of:
               1.114055 = boost
               3.569778 = idf(docFreq=3384, maxDocs=44218)
               0.023085404 = queryNorm
             0.3864398 = fieldWeight in 4362, product of:
               1.7320508 = tf(freq=3.0), with freq of:
                 3.0 = termFreq=3.0
               3.569778 = idf(docFreq=3384, maxDocs=44218)
               0.0625 = fieldNorm(doc=4362)
         0.14687589 = weight(abstract_txt:queries in 4362) [ClassicSimilarity], result of:
           0.14687589 = score(doc=4362,freq=6.0), product of:
             0.18787293 = queryWeight, product of:
               1.5936615 = boost
               5.106586 = idf(docFreq=727, maxDocs=44218)
               0.023085404 = queryNorm
             0.78178316 = fieldWeight in 4362, product of:
               2.4494898 = tf(freq=6.0), with freq of:
                 6.0 = termFreq=6.0
               5.106586 = idf(docFreq=727, maxDocs=44218)
               0.0625 = fieldNorm(doc=4362)
         0.09001437 = weight(abstract_txt:behavior in 4362) [ClassicSimilarity], result of:
           0.09001437 = score(doc=4362,freq=2.0), product of:
             0.19549945 = queryWeight, product of:
               1.6256863 = boost
               5.2092032 = idf(docFreq=656, maxDocs=44218)
               0.023085404 = queryNorm
             0.46043286 = fieldWeight in 4362, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.2092032 = idf(docFreq=656, maxDocs=44218)
               0.0625 = fieldNorm(doc=4362)
         0.11857841 = weight(abstract_txt:analyses in 4362) [ClassicSimilarity], result of:
           0.11857841 = score(doc=4362,freq=2.0), product of:
             0.23493157 = queryWeight, product of:
               1.7821107 = boost
               5.7104354 = idf(docFreq=397, maxDocs=44218)
               0.023085404 = queryNorm
             0.50473595 = fieldWeight in 4362, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.7104354 = idf(docFreq=397, maxDocs=44218)
               0.0625 = fieldNorm(doc=4362)
         0.07255832 = weight(abstract_txt:query in 4362) [ClassicSimilarity], result of:
           0.07255832 = score(doc=4362,freq=1.0), product of:
             0.24421342 = queryWeight, product of:
               2.2253296 = boost
               4.7537646 = idf(docFreq=1035, maxDocs=44218)
               0.023085404 = queryNorm
             0.2971103 = fieldWeight in 4362, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.7537646 = idf(docFreq=1035, maxDocs=44218)
               0.0625 = fieldNorm(doc=4362)
       0.28 = coord(7/25)