Document (#35251)

Author
Ménard, E.
Title
Image retrieval : a comparative study on the influence of indexing vocabularies
Source
Knowledge organization. 36(2009) no.4, S.200-213
Year
2009
Abstract
This paper reports on a research project that compared two different approaches for the indexing of ordinary images representing common objects: traditional indexing with controlled vocabulary and free indexing with uncontrolled vocabulary. We also compared image retrieval within two contexts: a monolingual context where the language of the query is the same as the indexing language and, secondly, a multilingual context where the language of the query is different from the indexing language. As a means of comparison in evaluating the performance of each indexing form, a simulation of the retrieval process involving 30 images was performed with 60 participants. A questionnaire was also submitted to participants in order to gather information with regard to the retrieval process and performance. The results of the retrieval simulation confirm that the retrieval is more effective and more satisfactory for the searcher when the images are indexed with the approach combining the controlled and uncontrolled vocabularies. The results also indicate that the indexing approach with controlled vocabulary is more efficient (queries needed to retrieve an image) than the uncontrolled vocabulary indexing approach. However, no significant differences in terms of temporal efficiency (time required to retrieve an image) was observed. Finally, the comparison of the two linguistic contexts reveal that the retrieval is more effective and more efficient (queries needed to retrieve an image) in the monolingual context rather than the multilingual context. Furthermore, image searchers are more satisfied when the retrieval is done in a monolingual context rather than a multilingual context.
Content
Vgl. unter: http://www.ergon-verlag.de/isko_ko/downloads/ko3620094c.pdf.
Theme
Bilder
Retrievalstudien

Similar documents (author)

  1. Ménard, E.: Indexing and retrieving images in a multilingual world (2008) 5.71 
    5.7103243 = sum of:
  5.7103243 = weight(author_txt:ménard in 3239) [ClassicSimilarity], result of:
    5.7103243 = fieldWeight in 3239, product of:
      1.0 = tf(freq=1.0), with freq of:
        1.0 = termFreq=1.0
      9.1365185 = idf(docFreq=12, maxDocs=44421)
      0.625 = fieldNorm(doc=3239)
  2. Ménard, E.: Ordinary image retrieval in a multilingual context : a comparison of two indexing vocabularies (2010) 5.71 
    5.7103243 = sum of:
  5.7103243 = weight(author_txt:ménard in 933) [ClassicSimilarity], result of:
    5.7103243 = fieldWeight in 933, product of:
      1.0 = tf(freq=1.0), with freq of:
        1.0 = termFreq=1.0
      9.1365185 = idf(docFreq=12, maxDocs=44421)
      0.625 = fieldNorm(doc=933)
  3. Arsenault, C.; Ménard, E.: Searching titles with initial articles in library catalogs : a case study and search behavior analysis (2007) 4.57 
    4.5682592 = sum of:
  4.5682592 = weight(author_txt:ménard in 3264) [ClassicSimilarity], result of:
    4.5682592 = fieldWeight in 3264, product of:
      1.0 = tf(freq=1.0), with freq of:
        1.0 = termFreq=1.0
      9.1365185 = idf(docFreq=12, maxDocs=44421)
      0.5 = fieldNorm(doc=3264)
  4. Ménard, E.; Dorey, J.: TIIARA: a new bilingual taxonomy for image indexing (2014) 4.57 
    4.5682592 = sum of:
  4.5682592 = weight(author_txt:ménard in 2374) [ClassicSimilarity], result of:
    4.5682592 = fieldWeight in 2374, product of:
      1.0 = tf(freq=1.0), with freq of:
        1.0 = termFreq=1.0
      9.1365185 = idf(docFreq=12, maxDocs=44421)
      0.5 = fieldNorm(doc=2374)
  5. Beaudoin, J.; Ménard, E.: Objects of human desire : the organization of pornographic videos on free Websites (2015) 4.57 
    4.5682592 = sum of:
  4.5682592 = weight(author_txt:ménard in 3107) [ClassicSimilarity], result of:
    4.5682592 = fieldWeight in 3107, product of:
      1.0 = tf(freq=1.0), with freq of:
        1.0 = termFreq=1.0
      9.1365185 = idf(docFreq=12, maxDocs=44421)
      0.5 = fieldNorm(doc=3107)

Similar documents (content)

  1. Ménard, E.: Ordinary image retrieval in a multilingual context : a comparison of two indexing vocabularies (2010) 1.29 
    1.2856355 = sum of:
  1.2856355 = product of:
    1.7856047 = sum of:
      0.031978574 = weight(abstract_txt:participants in 933) [ClassicSimilarity], result of:
        0.031978574 = score(doc=933,freq=1.0), product of:
          0.10921602 = queryWeight, product of:
            1.0494906 = boost
            5.3540783 = idf(docFreq=570, maxDocs=44421)
            0.019436724 = queryNorm
          0.29280114 = fieldWeight in 933, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.3540783 = idf(docFreq=570, maxDocs=44421)
            0.0546875 = fieldNorm(doc=933)
      0.023143258 = weight(abstract_txt:approach in 933) [ClassicSimilarity], result of:
        0.023143258 = score(doc=933,freq=2.0), product of:
          0.07998656 = queryWeight, product of:
            1.0999919 = boost
            3.741144 = idf(docFreq=2864, maxDocs=44421)
            0.019436724 = queryNorm
          0.28933933 = fieldWeight in 933, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            3.741144 = idf(docFreq=2864, maxDocs=44421)
            0.0546875 = fieldNorm(doc=933)
      0.03946674 = weight(abstract_txt:contexts in 933) [ClassicSimilarity], result of:
        0.03946674 = score(doc=933,freq=1.0), product of:
          0.12566116 = queryWeight, product of:
            1.1257343 = boost
            5.743043 = idf(docFreq=386, maxDocs=44421)
            0.019436724 = queryNorm
          0.31407267 = fieldWeight in 933, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.743043 = idf(docFreq=386, maxDocs=44421)
            0.0546875 = fieldNorm(doc=933)
      0.06096627 = weight(abstract_txt:vocabularies in 933) [ClassicSimilarity], result of:
        0.06096627 = score(doc=933,freq=2.0), product of:
          0.13327949 = queryWeight, product of:
            1.1593566 = boost
            5.9145703 = idf(docFreq=325, maxDocs=44421)
            0.019436724 = queryNorm
          0.45743173 = fieldWeight in 933, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            5.9145703 = idf(docFreq=325, maxDocs=44421)
            0.0546875 = fieldNorm(doc=933)
      0.11161853 = weight(abstract_txt:simulation in 933) [ClassicSimilarity], result of:
        0.11161853 = score(doc=933,freq=2.0), product of:
          0.19946244 = queryWeight, product of:
            1.418293 = boost
            7.2355595 = idf(docFreq=86, maxDocs=44421)
            0.019436724 = queryNorm
          0.5595967 = fieldWeight in 933, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            7.2355595 = idf(docFreq=86, maxDocs=44421)
            0.0546875 = fieldNorm(doc=933)
      0.016838118 = weight(abstract_txt:with in 933) [ClassicSimilarity], result of:
        0.016838118 = score(doc=933,freq=3.0), product of:
          0.071215734 = queryWeight, product of:
            1.4678578 = boost
            2.4961398 = idf(docFreq=9949, maxDocs=44421)
            0.019436724 = queryNorm
          0.23643818 = fieldWeight in 933, product of:
            1.7320508 = tf(freq=3.0), with freq of:
              3.0 = termFreq=3.0
            2.4961398 = idf(docFreq=9949, maxDocs=44421)
            0.0546875 = fieldNorm(doc=933)
      0.09999713 = weight(abstract_txt:images in 933) [ClassicSimilarity], result of:
        0.09999713 = score(doc=933,freq=4.0), product of:
          0.16841562 = queryWeight, product of:
            1.5961444 = boost
            5.428591 = idf(docFreq=529, maxDocs=44421)
            0.019436724 = queryNorm
          0.59375215 = fieldWeight in 933, product of:
            2.0 = tf(freq=4.0), with freq of:
              4.0 = termFreq=4.0
            5.428591 = idf(docFreq=529, maxDocs=44421)
            0.0546875 = fieldNorm(doc=933)
      0.07160732 = weight(abstract_txt:controlled in 933) [ClassicSimilarity], result of:
        0.07160732 = score(doc=933,freq=2.0), product of:
          0.1698396 = queryWeight, product of:
            1.6028781 = boost
            5.4514923 = idf(docFreq=517, maxDocs=44421)
            0.019436724 = queryNorm
          0.42161733 = fieldWeight in 933, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            5.4514923 = idf(docFreq=517, maxDocs=44421)
            0.0546875 = fieldNorm(doc=933)
      0.060475804 = weight(abstract_txt:language in 933) [ClassicSimilarity], result of:
        0.060475804 = score(doc=933,freq=4.0), product of:
          0.13256373 = queryWeight, product of:
            1.6351693 = boost
            4.1709876 = idf(docFreq=1863, maxDocs=44421)
            0.019436724 = queryNorm
          0.45620176 = fieldWeight in 933, 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=933)
      0.078103006 = weight(abstract_txt:multilingual in 933) [ClassicSimilarity], result of:
        0.078103006 = score(doc=933,freq=1.0), product of:
          0.22673707 = queryWeight, product of:
            1.8520055 = boost
            6.2987905 = idf(docFreq=221, maxDocs=44421)
            0.019436724 = queryNorm
          0.3444651 = fieldWeight in 933, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            6.2987905 = idf(docFreq=221, maxDocs=44421)
            0.0546875 = fieldNorm(doc=933)
      0.024485996 = weight(abstract_txt:more in 933) [ClassicSimilarity], result of:
        0.024485996 = score(doc=933,freq=1.0), product of:
          0.13183555 = queryWeight, product of:
            1.9971572 = boost
            3.3962307 = idf(docFreq=4044, maxDocs=44421)
            0.019436724 = queryNorm
          0.18573137 = fieldWeight in 933, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            3.3962307 = idf(docFreq=4044, maxDocs=44421)
            0.0546875 = fieldNorm(doc=933)
      0.09080582 = weight(abstract_txt:vocabulary in 933) [ClassicSimilarity], result of:
        0.09080582 = score(doc=933,freq=2.0), product of:
          0.21900603 = queryWeight, product of:
            2.1017373 = boost
            5.3611083 = idf(docFreq=566, maxDocs=44421)
            0.019436724 = queryNorm
          0.41462705 = fieldWeight in 933, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            5.3611083 = idf(docFreq=566, maxDocs=44421)
            0.0546875 = fieldNorm(doc=933)
      0.1623024 = weight(abstract_txt:monolingual in 933) [ClassicSimilarity], result of:
        0.1623024 = score(doc=933,freq=1.0), product of:
          0.36922744 = queryWeight, product of:
            2.3633497 = boost
            8.037906 = idf(docFreq=38, maxDocs=44421)
            0.019436724 = queryNorm
          0.43957296 = fieldWeight in 933, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            8.037906 = idf(docFreq=38, maxDocs=44421)
            0.0546875 = fieldNorm(doc=933)
      0.269772 = weight(abstract_txt:uncontrolled in 933) [ClassicSimilarity], result of:
        0.269772 = score(doc=933,freq=2.0), product of:
          0.4112115 = queryWeight, product of:
            2.4940987 = boost
            8.482592 = idf(docFreq=24, maxDocs=44421)
            0.019436724 = queryNorm
          0.656042 = fieldWeight in 933, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            8.482592 = idf(docFreq=24, maxDocs=44421)
            0.0546875 = fieldNorm(doc=933)
      0.07191935 = weight(abstract_txt:context in 933) [ClassicSimilarity], result of:
        0.07191935 = score(doc=933,freq=2.0), product of:
          0.21460566 = queryWeight, product of:
            2.5481007 = boost
            4.333128 = idf(docFreq=1584, maxDocs=44421)
            0.019436724 = queryNorm
          0.33512327 = fieldWeight in 933, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            4.333128 = idf(docFreq=1584, maxDocs=44421)
            0.0546875 = fieldNorm(doc=933)
      0.07830269 = weight(abstract_txt:retrieval in 933) [ClassicSimilarity], result of:
        0.07830269 = score(doc=933,freq=5.0), product of:
          0.18418801 = queryWeight, product of:
            2.725813 = boost
            3.4765 = idf(docFreq=3732, maxDocs=44421)
            0.019436724 = queryNorm
          0.42512372 = fieldWeight in 933, product of:
            2.236068 = tf(freq=5.0), with freq of:
              5.0 = termFreq=5.0
            3.4765 = idf(docFreq=3732, maxDocs=44421)
            0.0546875 = fieldNorm(doc=933)
      0.23780137 = weight(abstract_txt:image in 933) [ClassicSimilarity], result of:
        0.23780137 = score(doc=933,freq=6.0), product of:
          0.33025277 = queryWeight, product of:
            3.1609616 = boost
            5.375318 = idf(docFreq=558, maxDocs=44421)
            0.019436724 = queryNorm
          0.7200587 = fieldWeight in 933, product of:
            2.4494898 = tf(freq=6.0), with freq of:
              6.0 = termFreq=6.0
            5.375318 = idf(docFreq=558, maxDocs=44421)
            0.0546875 = fieldNorm(doc=933)
      0.25602025 = weight(abstract_txt:indexing in 933) [ClassicSimilarity], result of:
        0.25602025 = score(doc=933,freq=11.0), product of:
          0.3244664 = queryWeight, product of:
            3.8373067 = boost
            4.3503094 = idf(docFreq=1557, maxDocs=44421)
            0.019436724 = queryNorm
          0.7890501 = fieldWeight in 933, product of:
            3.3166249 = tf(freq=11.0), with freq of:
              11.0 = termFreq=11.0
            4.3503094 = idf(docFreq=1557, maxDocs=44421)
            0.0546875 = fieldNorm(doc=933)
    0.72 = coord(18/25)
  2. Menard, E.: Study on the influence of vocabularies used for image indexing in a multilingual retrieval environment : reflections on scribbles (2007) 0.72 
    0.72124076 = sum of:
  0.72124076 = product of:
    1.5025849 = sum of:
      0.045104843 = weight(abstract_txt:contexts in 2089) [ClassicSimilarity], result of:
        0.045104843 = score(doc=2089,freq=1.0), product of:
          0.12566116 = queryWeight, product of:
            1.1257343 = boost
            5.743043 = idf(docFreq=386, maxDocs=44421)
            0.019436724 = queryNorm
          0.35894018 = fieldWeight in 2089, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.743043 = idf(docFreq=386, maxDocs=44421)
            0.0625 = fieldNorm(doc=2089)
      0.049268182 = weight(abstract_txt:vocabularies in 2089) [ClassicSimilarity], result of:
        0.049268182 = score(doc=2089,freq=1.0), product of:
          0.13327949 = queryWeight, product of:
            1.1593566 = boost
            5.9145703 = idf(docFreq=325, maxDocs=44421)
            0.019436724 = queryNorm
          0.36966065 = fieldWeight in 2089, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.9145703 = idf(docFreq=325, maxDocs=44421)
            0.0625 = fieldNorm(doc=2089)
      0.057867456 = weight(abstract_txt:controlled in 2089) [ClassicSimilarity], result of:
        0.057867456 = score(doc=2089,freq=1.0), product of:
          0.1698396 = queryWeight, product of:
            1.6028781 = boost
            5.4514923 = idf(docFreq=517, maxDocs=44421)
            0.019436724 = queryNorm
          0.34071827 = fieldWeight in 2089, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.4514923 = idf(docFreq=517, maxDocs=44421)
            0.0625 = fieldNorm(doc=2089)
      0.06911521 = weight(abstract_txt:language in 2089) [ClassicSimilarity], result of:
        0.06911521 = score(doc=2089,freq=4.0), product of:
          0.13256373 = queryWeight, product of:
            1.6351693 = boost
            4.1709876 = idf(docFreq=1863, maxDocs=44421)
            0.019436724 = queryNorm
          0.52137345 = fieldWeight in 2089, product of:
            2.0 = tf(freq=4.0), with freq of:
              4.0 = termFreq=4.0
            4.1709876 = idf(docFreq=1863, maxDocs=44421)
            0.0625 = fieldNorm(doc=2089)
      0.15460387 = weight(abstract_txt:multilingual in 2089) [ClassicSimilarity], result of:
        0.15460387 = score(doc=2089,freq=3.0), product of:
          0.22673707 = queryWeight, product of:
            1.8520055 = boost
            6.2987905 = idf(docFreq=221, maxDocs=44421)
            0.019436724 = queryNorm
          0.6818641 = fieldWeight in 2089, product of:
            1.7320508 = tf(freq=3.0), with freq of:
              3.0 = termFreq=3.0
            6.2987905 = idf(docFreq=221, maxDocs=44421)
            0.0625 = fieldNorm(doc=2089)
      0.07338219 = weight(abstract_txt:vocabulary in 2089) [ClassicSimilarity], result of:
        0.07338219 = score(doc=2089,freq=1.0), product of:
          0.21900603 = queryWeight, product of:
            2.1017373 = boost
            5.3611083 = idf(docFreq=566, maxDocs=44421)
            0.019436724 = queryNorm
          0.33506927 = fieldWeight in 2089, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.3611083 = idf(docFreq=566, maxDocs=44421)
            0.0625 = fieldNorm(doc=2089)
      0.18548846 = weight(abstract_txt:monolingual in 2089) [ClassicSimilarity], result of:
        0.18548846 = score(doc=2089,freq=1.0), product of:
          0.36922744 = queryWeight, product of:
            2.3633497 = boost
            8.037906 = idf(docFreq=38, maxDocs=44421)
            0.019436724 = queryNorm
          0.5023691 = fieldWeight in 2089, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            8.037906 = idf(docFreq=38, maxDocs=44421)
            0.0625 = fieldNorm(doc=2089)
      0.2180087 = weight(abstract_txt:uncontrolled in 2089) [ClassicSimilarity], result of:
        0.2180087 = score(doc=2089,freq=1.0), product of:
          0.4112115 = queryWeight, product of:
            2.4940987 = boost
            8.482592 = idf(docFreq=24, maxDocs=44421)
            0.019436724 = queryNorm
          0.530162 = fieldWeight in 2089, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            8.482592 = idf(docFreq=24, maxDocs=44421)
            0.0625 = fieldNorm(doc=2089)
      0.11623922 = weight(abstract_txt:context in 2089) [ClassicSimilarity], result of:
        0.11623922 = score(doc=2089,freq=4.0), product of:
          0.21460566 = queryWeight, product of:
            2.5481007 = boost
            4.333128 = idf(docFreq=1584, maxDocs=44421)
            0.019436724 = queryNorm
          0.541641 = fieldWeight in 2089, product of:
            2.0 = tf(freq=4.0), with freq of:
              4.0 = termFreq=4.0
            4.333128 = idf(docFreq=1584, maxDocs=44421)
            0.0625 = fieldNorm(doc=2089)
      0.06931771 = weight(abstract_txt:retrieval in 2089) [ClassicSimilarity], result of:
        0.06931771 = score(doc=2089,freq=3.0), product of:
          0.18418801 = queryWeight, product of:
            2.725813 = boost
            3.4765 = idf(docFreq=3732, maxDocs=44421)
            0.019436724 = queryNorm
          0.37634215 = fieldWeight in 2089, product of:
            1.7320508 = tf(freq=3.0), with freq of:
              3.0 = termFreq=3.0
            3.4765 = idf(docFreq=3732, maxDocs=44421)
            0.0625 = fieldNorm(doc=2089)
      0.24809366 = weight(abstract_txt:image in 2089) [ClassicSimilarity], result of:
        0.24809366 = score(doc=2089,freq=5.0), product of:
          0.33025277 = queryWeight, product of:
            3.1609616 = boost
            5.375318 = idf(docFreq=558, maxDocs=44421)
            0.019436724 = queryNorm
          0.75122356 = fieldWeight in 2089, product of:
            2.236068 = tf(freq=5.0), with freq of:
              5.0 = termFreq=5.0
            5.375318 = idf(docFreq=558, maxDocs=44421)
            0.0625 = fieldNorm(doc=2089)
      0.2160954 = weight(abstract_txt:indexing in 2089) [ClassicSimilarity], result of:
        0.2160954 = score(doc=2089,freq=6.0), product of:
          0.3244664 = queryWeight, product of:
            3.8373067 = boost
            4.3503094 = idf(docFreq=1557, maxDocs=44421)
            0.019436724 = queryNorm
          0.6660024 = fieldWeight in 2089, product of:
            2.4494898 = tf(freq=6.0), with freq of:
              6.0 = termFreq=6.0
            4.3503094 = idf(docFreq=1557, maxDocs=44421)
            0.0625 = fieldNorm(doc=2089)
    0.48 = coord(12/25)
  3. Chen, H.-l.; Rasmussen, E.M.: Intellectual access to images (1999) 0.36 
    0.362252 = sum of:
  0.362252 = product of:
    0.90563 = sum of:
      0.03161662 = weight(abstract_txt:queries in 965) [ClassicSimilarity], result of:
        0.03161662 = score(doc=965,freq=1.0), product of:
          0.09915834 = queryWeight, product of:
            5.1015973 = idf(docFreq=734, maxDocs=44421)
            0.019436724 = queryNorm
          0.31884983 = fieldWeight in 965, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.1015973 = idf(docFreq=734, maxDocs=44421)
            0.0625 = fieldNorm(doc=965)
      0.011110277 = weight(abstract_txt:with in 965) [ClassicSimilarity], result of:
        0.011110277 = score(doc=965,freq=1.0), product of:
          0.071215734 = queryWeight, product of:
            1.4678578 = boost
            2.4961398 = idf(docFreq=9949, maxDocs=44421)
            0.019436724 = queryNorm
          0.15600874 = fieldWeight in 965, 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=965)
      0.098971486 = weight(abstract_txt:images in 965) [ClassicSimilarity], result of:
        0.098971486 = score(doc=965,freq=3.0), product of:
          0.16841562 = queryWeight, product of:
            1.5961444 = boost
            5.428591 = idf(docFreq=529, maxDocs=44421)
            0.019436724 = queryNorm
          0.58766216 = fieldWeight in 965, product of:
            1.7320508 = tf(freq=3.0), with freq of:
              3.0 = termFreq=3.0
            5.428591 = idf(docFreq=529, maxDocs=44421)
            0.0625 = fieldNorm(doc=965)
      0.057867456 = weight(abstract_txt:controlled in 965) [ClassicSimilarity], result of:
        0.057867456 = score(doc=965,freq=1.0), product of:
          0.1698396 = queryWeight, product of:
            1.6028781 = boost
            5.4514923 = idf(docFreq=517, maxDocs=44421)
            0.019436724 = queryNorm
          0.34071827 = fieldWeight in 965, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.4514923 = idf(docFreq=517, maxDocs=44421)
            0.0625 = fieldNorm(doc=965)
      0.034557603 = weight(abstract_txt:language in 965) [ClassicSimilarity], result of:
        0.034557603 = score(doc=965,freq=1.0), product of:
          0.13256373 = queryWeight, product of:
            1.6351693 = boost
            4.1709876 = idf(docFreq=1863, maxDocs=44421)
            0.019436724 = queryNorm
          0.26068673 = fieldWeight in 965, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            4.1709876 = idf(docFreq=1863, maxDocs=44421)
            0.0625 = fieldNorm(doc=965)
      0.027983997 = weight(abstract_txt:more in 965) [ClassicSimilarity], result of:
        0.027983997 = score(doc=965,freq=1.0), product of:
          0.13183555 = queryWeight, product of:
            1.9971572 = boost
            3.3962307 = idf(docFreq=4044, maxDocs=44421)
            0.019436724 = queryNorm
          0.21226442 = fieldWeight in 965, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            3.3962307 = idf(docFreq=4044, maxDocs=44421)
            0.0625 = fieldNorm(doc=965)
      0.07338219 = weight(abstract_txt:vocabulary in 965) [ClassicSimilarity], result of:
        0.07338219 = score(doc=965,freq=1.0), product of:
          0.21900603 = queryWeight, product of:
            2.1017373 = boost
            5.3611083 = idf(docFreq=566, maxDocs=44421)
            0.019436724 = queryNorm
          0.33506927 = fieldWeight in 965, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.3611083 = idf(docFreq=566, maxDocs=44421)
            0.0625 = fieldNorm(doc=965)
      0.0400206 = weight(abstract_txt:retrieval in 965) [ClassicSimilarity], result of:
        0.0400206 = score(doc=965,freq=1.0), product of:
          0.18418801 = queryWeight, product of:
            2.725813 = boost
            3.4765 = idf(docFreq=3732, maxDocs=44421)
            0.019436724 = queryNorm
          0.21728125 = fieldWeight in 965, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            3.4765 = idf(docFreq=3732, maxDocs=44421)
            0.0625 = fieldNorm(doc=965)
      0.33285254 = weight(abstract_txt:image in 965) [ClassicSimilarity], result of:
        0.33285254 = score(doc=965,freq=9.0), product of:
          0.33025277 = queryWeight, product of:
            3.1609616 = boost
            5.375318 = idf(docFreq=558, maxDocs=44421)
            0.019436724 = queryNorm
          1.0078721 = fieldWeight in 965, product of:
            3.0 = tf(freq=9.0), with freq of:
              9.0 = termFreq=9.0
            5.375318 = idf(docFreq=558, maxDocs=44421)
            0.0625 = fieldNorm(doc=965)
      0.19726722 = weight(abstract_txt:indexing in 965) [ClassicSimilarity], result of:
        0.19726722 = score(doc=965,freq=5.0), product of:
          0.3244664 = queryWeight, product of:
            3.8373067 = boost
            4.3503094 = idf(docFreq=1557, maxDocs=44421)
            0.019436724 = queryNorm
          0.60797423 = fieldWeight in 965, product of:
            2.236068 = tf(freq=5.0), with freq of:
              5.0 = termFreq=5.0
            4.3503094 = idf(docFreq=1557, maxDocs=44421)
            0.0625 = fieldNorm(doc=965)
    0.4 = coord(10/25)
  4. Ménard, E.; Khashman, N.; Kochkina, S.; Torres-Moreno, J.-M.; Velazquez-Morales, P.; Zhou, F.; Jourlin, P.; Rawat, P.; Peinl, P.; Linhares Pontes, E.; Brunetti., I.: ¬A second life for TIIARA : from bilingual to multilingual! (2016) 0.30 
    0.2991325 = sum of:
  0.2991325 = product of:
    0.83092356 = sum of:
      0.049268182 = weight(abstract_txt:vocabularies in 3834) [ClassicSimilarity], result of:
        0.049268182 = score(doc=3834,freq=1.0), product of:
          0.13327949 = queryWeight, product of:
            1.1593566 = boost
            5.9145703 = idf(docFreq=325, maxDocs=44421)
            0.019436724 = queryNorm
          0.36966065 = fieldWeight in 3834, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.9145703 = idf(docFreq=325, maxDocs=44421)
            0.0625 = fieldNorm(doc=3834)
      0.05714122 = weight(abstract_txt:images in 3834) [ClassicSimilarity], result of:
        0.05714122 = score(doc=3834,freq=1.0), product of:
          0.16841562 = queryWeight, product of:
            1.5961444 = boost
            5.428591 = idf(docFreq=529, maxDocs=44421)
            0.019436724 = queryNorm
          0.33928692 = fieldWeight in 3834, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.428591 = idf(docFreq=529, maxDocs=44421)
            0.0625 = fieldNorm(doc=3834)
      0.100229375 = weight(abstract_txt:controlled in 3834) [ClassicSimilarity], result of:
        0.100229375 = score(doc=3834,freq=3.0), product of:
          0.1698396 = queryWeight, product of:
            1.6028781 = boost
            5.4514923 = idf(docFreq=517, maxDocs=44421)
            0.019436724 = queryNorm
          0.59014136 = fieldWeight in 3834, product of:
            1.7320508 = tf(freq=3.0), with freq of:
              3.0 = termFreq=3.0
            5.4514923 = idf(docFreq=517, maxDocs=44421)
            0.0625 = fieldNorm(doc=3834)
      0.08926058 = weight(abstract_txt:multilingual in 3834) [ClassicSimilarity], result of:
        0.08926058 = score(doc=3834,freq=1.0), product of:
          0.22673707 = queryWeight, product of:
            1.8520055 = boost
            6.2987905 = idf(docFreq=221, maxDocs=44421)
            0.019436724 = queryNorm
          0.3936744 = fieldWeight in 3834, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            6.2987905 = idf(docFreq=221, maxDocs=44421)
            0.0625 = fieldNorm(doc=3834)
      0.027983997 = weight(abstract_txt:more in 3834) [ClassicSimilarity], result of:
        0.027983997 = score(doc=3834,freq=1.0), product of:
          0.13183555 = queryWeight, product of:
            1.9971572 = boost
            3.3962307 = idf(docFreq=4044, maxDocs=44421)
            0.019436724 = queryNorm
          0.21226442 = fieldWeight in 3834, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            3.3962307 = idf(docFreq=4044, maxDocs=44421)
            0.0625 = fieldNorm(doc=3834)
      0.10377809 = weight(abstract_txt:vocabulary in 3834) [ClassicSimilarity], result of:
        0.10377809 = score(doc=3834,freq=2.0), product of:
          0.21900603 = queryWeight, product of:
            2.1017373 = boost
            5.3611083 = idf(docFreq=566, maxDocs=44421)
            0.019436724 = queryNorm
          0.4738595 = fieldWeight in 3834, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            5.3611083 = idf(docFreq=566, maxDocs=44421)
            0.0625 = fieldNorm(doc=3834)
      0.056597676 = weight(abstract_txt:retrieval in 3834) [ClassicSimilarity], result of:
        0.056597676 = score(doc=3834,freq=2.0), product of:
          0.18418801 = queryWeight, product of:
            2.725813 = boost
            3.4765 = idf(docFreq=3732, maxDocs=44421)
            0.019436724 = queryNorm
          0.3072821 = fieldWeight in 3834, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            3.4765 = idf(docFreq=3732, maxDocs=44421)
            0.0625 = fieldNorm(doc=3834)
      0.2219017 = weight(abstract_txt:image in 3834) [ClassicSimilarity], result of:
        0.2219017 = score(doc=3834,freq=4.0), product of:
          0.33025277 = queryWeight, product of:
            3.1609616 = boost
            5.375318 = idf(docFreq=558, maxDocs=44421)
            0.019436724 = queryNorm
          0.67191476 = fieldWeight in 3834, product of:
            2.0 = tf(freq=4.0), with freq of:
              4.0 = termFreq=4.0
            5.375318 = idf(docFreq=558, maxDocs=44421)
            0.0625 = fieldNorm(doc=3834)
      0.124762736 = weight(abstract_txt:indexing in 3834) [ClassicSimilarity], result of:
        0.124762736 = score(doc=3834,freq=2.0), product of:
          0.3244664 = queryWeight, product of:
            3.8373067 = boost
            4.3503094 = idf(docFreq=1557, maxDocs=44421)
            0.019436724 = queryNorm
          0.38451666 = fieldWeight in 3834, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            4.3503094 = idf(docFreq=1557, maxDocs=44421)
            0.0625 = fieldNorm(doc=3834)
    0.36 = coord(9/25)
  5. Yoon, J.W.; Chung, E.K.: Understanding image needs in daily life by analyzing questions in a social Q&A site (2011) 0.28 
    0.28062323 = sum of:
  0.28062323 = product of:
    0.77950895 = sum of:
      0.03161662 = weight(abstract_txt:queries in 922) [ClassicSimilarity], result of:
        0.03161662 = score(doc=922,freq=1.0), product of:
          0.09915834 = queryWeight, product of:
            5.1015973 = idf(docFreq=734, maxDocs=44421)
            0.019436724 = queryNorm
          0.31884983 = fieldWeight in 922, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            5.1015973 = idf(docFreq=734, maxDocs=44421)
            0.0625 = fieldNorm(doc=922)
      0.018702576 = weight(abstract_txt:approach in 922) [ClassicSimilarity], result of:
        0.018702576 = score(doc=922,freq=1.0), product of:
          0.07998656 = queryWeight, product of:
            1.0999919 = boost
            3.741144 = idf(docFreq=2864, maxDocs=44421)
            0.019436724 = queryNorm
          0.2338215 = fieldWeight in 922, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            3.741144 = idf(docFreq=2864, maxDocs=44421)
            0.0625 = fieldNorm(doc=922)
      0.011110277 = weight(abstract_txt:with in 922) [ClassicSimilarity], result of:
        0.011110277 = score(doc=922,freq=1.0), product of:
          0.071215734 = queryWeight, product of:
            1.4678578 = boost
            2.4961398 = idf(docFreq=9949, maxDocs=44421)
            0.019436724 = queryNorm
          0.15600874 = fieldWeight in 922, 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=922)
      0.080809884 = weight(abstract_txt:images in 922) [ClassicSimilarity], result of:
        0.080809884 = score(doc=922,freq=2.0), product of:
          0.16841562 = queryWeight, product of:
            1.5961444 = boost
            5.428591 = idf(docFreq=529, maxDocs=44421)
            0.019436724 = queryNorm
          0.47982416 = fieldWeight in 922, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            5.428591 = idf(docFreq=529, maxDocs=44421)
            0.0625 = fieldNorm(doc=922)
      0.048871834 = weight(abstract_txt:language in 922) [ClassicSimilarity], result of:
        0.048871834 = score(doc=922,freq=2.0), product of:
          0.13256373 = queryWeight, product of:
            1.6351693 = boost
            4.1709876 = idf(docFreq=1863, maxDocs=44421)
            0.019436724 = queryNorm
          0.3686667 = fieldWeight in 922, 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=922)
      0.05811961 = weight(abstract_txt:context in 922) [ClassicSimilarity], result of:
        0.05811961 = score(doc=922,freq=1.0), product of:
          0.21460566 = queryWeight, product of:
            2.5481007 = boost
            4.333128 = idf(docFreq=1584, maxDocs=44421)
            0.019436724 = queryNorm
          0.2708205 = fieldWeight in 922, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            4.333128 = idf(docFreq=1584, maxDocs=44421)
            0.0625 = fieldNorm(doc=922)
      0.0400206 = weight(abstract_txt:retrieval in 922) [ClassicSimilarity], result of:
        0.0400206 = score(doc=922,freq=1.0), product of:
          0.18418801 = queryWeight, product of:
            2.725813 = boost
            3.4765 = idf(docFreq=3732, maxDocs=44421)
            0.019436724 = queryNorm
          0.21728125 = fieldWeight in 922, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            3.4765 = idf(docFreq=3732, maxDocs=44421)
            0.0625 = fieldNorm(doc=922)
      0.3138164 = weight(abstract_txt:image in 922) [ClassicSimilarity], result of:
        0.3138164 = score(doc=922,freq=8.0), product of:
          0.33025277 = queryWeight, product of:
            3.1609616 = boost
            5.375318 = idf(docFreq=558, maxDocs=44421)
            0.019436724 = queryNorm
          0.95023096 = fieldWeight in 922, product of:
            2.828427 = tf(freq=8.0), with freq of:
              8.0 = termFreq=8.0
            5.375318 = idf(docFreq=558, maxDocs=44421)
            0.0625 = fieldNorm(doc=922)
      0.17644116 = weight(abstract_txt:indexing in 922) [ClassicSimilarity], result of:
        0.17644116 = score(doc=922,freq=4.0), product of:
          0.3244664 = queryWeight, product of:
            3.8373067 = boost
            4.3503094 = idf(docFreq=1557, maxDocs=44421)
            0.019436724 = queryNorm
          0.5437887 = fieldWeight in 922, product of:
            2.0 = tf(freq=4.0), with freq of:
              4.0 = termFreq=4.0
            4.3503094 = idf(docFreq=1557, maxDocs=44421)
            0.0625 = fieldNorm(doc=922)
    0.36 = coord(9/25)