Document (#30945)

Author
Yee, K.-P.
Swearingen, K.
Li, K.
Hearst, M.
Title
Faceted metadata for image search and browsing
Source
http://bailando.sims.berkeley.edu/papers/flamenco-chi03.pdf
Abstract
There are currently two dominant interface types for searching and browsing large image collections: keywordbased search, and searching by overall similarity to sample images. We present an alternative based on enabling users to navigate along conceptual dimensions that describe the images. The interface makes use of hierarchical faceted metadata and dynamically generated query previews. A usability study, in which 32 art history students explored a collection of 35,000 fine arts images, compares this approach to a standard image search interface. Despite the unfamiliarity and power of the interface (attributes that often lead to rejection of new search interfaces), the study results show that 90% of the participants preferred the metadata approach overall, 97% said that it helped them learn more about the collection, 75% found it more flexible, and 72% found it easier to use than a standard baseline system. These results indicate that a category-based approach is a successful way to provide access to image collections.
Content
Vgl. auch: http://flamenco.berkeley.edu/.
Theme
Bilder
Benutzerstudien
Object
Flamenco

Similar documents (content)

  1. Huang, H.; Jörgensen, C.: Characterizing user tagging and Co-occurring metadata in general and specialized metadata collections (2013) 0.33
    0.33060133 = sum of:
      0.33060133 = product of:
        0.918337 = sum of:
          0.039278433 = weight(abstract_txt:collection in 1046) [ClassicSimilarity], result of:
            0.039278433 = score(doc=1046,freq=1.0), product of:
              0.13519518 = queryWeight, product of:
                1.3348471 = boost
                4.648501 = idf(docFreq=1150, maxDocs=44218)
                0.02178797 = queryNorm
              0.2905313 = fieldWeight in 1046, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.648501 = idf(docFreq=1150, maxDocs=44218)
                0.0625 = fieldNorm(doc=1046)
          0.040438514 = weight(abstract_txt:collections in 1046) [ClassicSimilarity], result of:
            0.040438514 = score(doc=1046,freq=1.0), product of:
              0.13784422 = queryWeight, product of:
                1.3478613 = boost
                4.693822 = idf(docFreq=1099, maxDocs=44218)
                0.02178797 = queryNorm
              0.29336387 = fieldWeight in 1046, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.693822 = idf(docFreq=1099, maxDocs=44218)
                0.0625 = fieldNorm(doc=1046)
          0.04125543 = weight(abstract_txt:standard in 1046) [ClassicSimilarity], result of:
            0.04125543 = score(doc=1046,freq=1.0), product of:
              0.13969445 = queryWeight, product of:
                1.3568771 = boost
                4.725219 = idf(docFreq=1065, maxDocs=44218)
                0.02178797 = queryNorm
              0.29532617 = fieldWeight in 1046, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.725219 = idf(docFreq=1065, maxDocs=44218)
                0.0625 = fieldNorm(doc=1046)
          0.06429093 = weight(abstract_txt:overall in 1046) [ClassicSimilarity], result of:
            0.06429093 = score(doc=1046,freq=1.0), product of:
              0.18776944 = queryWeight, product of:
                1.5731256 = boost
                5.478287 = idf(docFreq=501, maxDocs=44218)
                0.02178797 = queryNorm
              0.34239295 = fieldWeight in 1046, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.478287 = idf(docFreq=501, maxDocs=44218)
                0.0625 = fieldNorm(doc=1046)
          0.06789463 = weight(abstract_txt:browsing in 1046) [ClassicSimilarity], result of:
            0.06789463 = score(doc=1046,freq=1.0), product of:
              0.19472216 = queryWeight, product of:
                1.6019856 = boost
                5.57879 = idf(docFreq=453, maxDocs=44218)
                0.02178797 = queryNorm
              0.3486744 = fieldWeight in 1046, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.57879 = idf(docFreq=453, maxDocs=44218)
                0.0625 = fieldNorm(doc=1046)
          0.018391911 = weight(abstract_txt:that in 1046) [ClassicSimilarity], result of:
            0.018391911 = score(doc=1046,freq=2.0), product of:
              0.08781722 = queryWeight, product of:
                1.7010252 = boost
                2.3694751 = idf(docFreq=11241, maxDocs=44218)
                0.02178797 = queryNorm
              0.20943399 = fieldWeight in 1046, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.3694751 = idf(docFreq=11241, maxDocs=44218)
                0.0625 = fieldNorm(doc=1046)
          0.19294962 = weight(abstract_txt:metadata in 1046) [ClassicSimilarity], result of:
            0.19294962 = score(doc=1046,freq=8.0), product of:
              0.22360842 = queryWeight, product of:
                2.1025224 = boost
                4.881247 = idf(docFreq=911, maxDocs=44218)
                0.02178797 = queryNorm
              0.8628907 = fieldWeight in 1046, product of:
                2.828427 = tf(freq=8.0), with freq of:
                  8.0 = termFreq=8.0
                4.881247 = idf(docFreq=911, maxDocs=44218)
                0.0625 = fieldNorm(doc=1046)
          0.13264503 = weight(abstract_txt:images in 1046) [ClassicSimilarity], result of:
            0.13264503 = score(doc=1046,freq=2.0), product of:
              0.2764858 = queryWeight, product of:
                2.3379378 = boost
                5.427791 = idf(docFreq=527, maxDocs=44218)
                0.02178797 = queryNorm
              0.4797535 = fieldWeight in 1046, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.427791 = idf(docFreq=527, maxDocs=44218)
                0.0625 = fieldNorm(doc=1046)
          0.32119253 = weight(abstract_txt:image in 1046) [ClassicSimilarity], result of:
            0.32119253 = score(doc=1046,freq=7.0), product of:
              0.36142045 = queryWeight, product of:
                3.0865426 = boost
                5.374322 = idf(docFreq=556, maxDocs=44218)
                0.02178797 = queryNorm
              0.88869494 = fieldWeight in 1046, product of:
                2.6457512 = tf(freq=7.0), with freq of:
                  7.0 = termFreq=7.0
                5.374322 = idf(docFreq=556, maxDocs=44218)
                0.0625 = fieldNorm(doc=1046)
        0.36 = coord(9/25)
    
  2. Yoon, J.W.; O'Connor, B.: Engineering an image-browsing environment : re-purposing existing denotative descriptors (2010) 0.29
    0.28668627 = sum of:
      0.28668627 = product of:
        0.7963507 = sum of:
          0.014449994 = weight(abstract_txt:results in 4150) [ClassicSimilarity], result of:
            0.014449994 = score(doc=4150,freq=1.0), product of:
              0.07587491 = queryWeight, product of:
                3.482422 = idf(docFreq=3693, maxDocs=44218)
                0.02178797 = queryNorm
              0.19044496 = fieldWeight in 4150, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.482422 = idf(docFreq=3693, maxDocs=44218)
                0.0546875 = fieldNorm(doc=4150)
          0.026914911 = weight(abstract_txt:searching in 4150) [ClassicSimilarity], result of:
            0.026914911 = score(doc=4150,freq=1.0), product of:
              0.11486341 = queryWeight, product of:
                1.2303871 = boost
                4.284727 = idf(docFreq=1655, maxDocs=44218)
                0.02178797 = queryNorm
              0.23432101 = fieldWeight in 4150, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.284727 = idf(docFreq=1655, maxDocs=44218)
                0.0546875 = fieldNorm(doc=4150)
          0.050040107 = weight(abstract_txt:collections in 4150) [ClassicSimilarity], result of:
            0.050040107 = score(doc=4150,freq=2.0), product of:
              0.13784422 = queryWeight, product of:
                1.3478613 = boost
                4.693822 = idf(docFreq=1099, maxDocs=44218)
                0.02178797 = queryNorm
              0.36301926 = fieldWeight in 4150, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.693822 = idf(docFreq=1099, maxDocs=44218)
                0.0546875 = fieldNorm(doc=4150)
          0.13283987 = weight(abstract_txt:browsing in 4150) [ClassicSimilarity], result of:
            0.13283987 = score(doc=4150,freq=5.0), product of:
              0.19472216 = queryWeight, product of:
                1.6019856 = boost
                5.57879 = idf(docFreq=453, maxDocs=44218)
                0.02178797 = queryNorm
              0.68220216 = fieldWeight in 4150, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                5.57879 = idf(docFreq=453, maxDocs=44218)
                0.0546875 = fieldNorm(doc=4150)
          0.026963996 = weight(abstract_txt:approach in 4150) [ClassicSimilarity], result of:
            0.026963996 = score(doc=4150,freq=1.0), product of:
              0.13164559 = queryWeight, product of:
                1.6132426 = boost
                3.745328 = idf(docFreq=2839, maxDocs=44218)
                0.02178797 = queryNorm
              0.20482263 = fieldWeight in 4150, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.745328 = idf(docFreq=2839, maxDocs=44218)
                0.0546875 = fieldNorm(doc=4150)
          0.019709723 = weight(abstract_txt:that in 4150) [ClassicSimilarity], result of:
            0.019709723 = score(doc=4150,freq=3.0), product of:
              0.08781722 = queryWeight, product of:
                1.7010252 = boost
                2.3694751 = idf(docFreq=11241, maxDocs=44218)
                0.02178797 = queryNorm
              0.22444029 = fieldWeight in 4150, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                2.3694751 = idf(docFreq=11241, maxDocs=44218)
                0.0546875 = fieldNorm(doc=4150)
          0.047371615 = weight(abstract_txt:search in 4150) [ClassicSimilarity], result of:
            0.047371615 = score(doc=4150,freq=2.0), product of:
              0.1674423 = queryWeight, product of:
                2.1008668 = boost
                3.6580524 = idf(docFreq=3098, maxDocs=44218)
                0.02178797 = queryNorm
              0.28291306 = fieldWeight in 4150, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.6580524 = idf(docFreq=3098, maxDocs=44218)
                0.0546875 = fieldNorm(doc=4150)
          0.14214928 = weight(abstract_txt:images in 4150) [ClassicSimilarity], result of:
            0.14214928 = score(doc=4150,freq=3.0), product of:
              0.2764858 = queryWeight, product of:
                2.3379378 = boost
                5.427791 = idf(docFreq=527, maxDocs=44218)
                0.02178797 = queryNorm
              0.5141287 = fieldWeight in 4150, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.427791 = idf(docFreq=527, maxDocs=44218)
                0.0546875 = fieldNorm(doc=4150)
          0.33591118 = weight(abstract_txt:image in 4150) [ClassicSimilarity], result of:
            0.33591118 = score(doc=4150,freq=10.0), product of:
              0.36142045 = queryWeight, product of:
                3.0865426 = boost
                5.374322 = idf(docFreq=556, maxDocs=44218)
                0.02178797 = queryNorm
              0.9294194 = fieldWeight in 4150, product of:
                3.1622777 = tf(freq=10.0), with freq of:
                  10.0 = termFreq=10.0
                5.374322 = idf(docFreq=556, maxDocs=44218)
                0.0546875 = fieldNorm(doc=4150)
        0.36 = coord(9/25)
    
  3. Jansen, B.J.: Searching for digital images on the web (2008) 0.27
    0.2698441 = sum of:
      0.2698441 = product of:
        0.8432629 = sum of:
          0.016514279 = weight(abstract_txt:results in 1730) [ClassicSimilarity], result of:
            0.016514279 = score(doc=1730,freq=1.0), product of:
              0.07587491 = queryWeight, product of:
                3.482422 = idf(docFreq=3693, maxDocs=44218)
                0.02178797 = queryNorm
              0.21765138 = fieldWeight in 1730, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.482422 = idf(docFreq=3693, maxDocs=44218)
                0.0625 = fieldNorm(doc=1730)
          0.061519794 = weight(abstract_txt:searching in 1730) [ClassicSimilarity], result of:
            0.061519794 = score(doc=1730,freq=4.0), product of:
              0.11486341 = queryWeight, product of:
                1.2303871 = boost
                4.284727 = idf(docFreq=1655, maxDocs=44218)
                0.02178797 = queryNorm
              0.5355909 = fieldWeight in 1730, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                4.284727 = idf(docFreq=1655, maxDocs=44218)
                0.0625 = fieldNorm(doc=1730)
          0.057188693 = weight(abstract_txt:collections in 1730) [ClassicSimilarity], result of:
            0.057188693 = score(doc=1730,freq=2.0), product of:
              0.13784422 = queryWeight, product of:
                1.3478613 = boost
                4.693822 = idf(docFreq=1099, maxDocs=44218)
                0.02178797 = queryNorm
              0.41487914 = fieldWeight in 1730, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.693822 = idf(docFreq=1099, maxDocs=44218)
                0.0625 = fieldNorm(doc=1730)
          0.030815994 = weight(abstract_txt:approach in 1730) [ClassicSimilarity], result of:
            0.030815994 = score(doc=1730,freq=1.0), product of:
              0.13164559 = queryWeight, product of:
                1.6132426 = boost
                3.745328 = idf(docFreq=2839, maxDocs=44218)
                0.02178797 = queryNorm
              0.234083 = fieldWeight in 1730, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.745328 = idf(docFreq=2839, maxDocs=44218)
                0.0625 = fieldNorm(doc=1730)
          0.02601009 = weight(abstract_txt:that in 1730) [ClassicSimilarity], result of:
            0.02601009 = score(doc=1730,freq=4.0), product of:
              0.08781722 = queryWeight, product of:
                1.7010252 = boost
                2.3694751 = idf(docFreq=11241, maxDocs=44218)
                0.02178797 = queryNorm
              0.2961844 = fieldWeight in 1730, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                2.3694751 = idf(docFreq=11241, maxDocs=44218)
                0.0625 = fieldNorm(doc=1730)
          0.06821799 = weight(abstract_txt:metadata in 1730) [ClassicSimilarity], result of:
            0.06821799 = score(doc=1730,freq=1.0), product of:
              0.22360842 = queryWeight, product of:
                2.1025224 = boost
                4.881247 = idf(docFreq=911, maxDocs=44218)
                0.02178797 = queryNorm
              0.30507794 = fieldWeight in 1730, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.881247 = idf(docFreq=911, maxDocs=44218)
                0.0625 = fieldNorm(doc=1730)
          0.16245632 = weight(abstract_txt:images in 1730) [ClassicSimilarity], result of:
            0.16245632 = score(doc=1730,freq=3.0), product of:
              0.2764858 = queryWeight, product of:
                2.3379378 = boost
                5.427791 = idf(docFreq=527, maxDocs=44218)
                0.02178797 = queryNorm
              0.5875756 = fieldWeight in 1730, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.427791 = idf(docFreq=527, maxDocs=44218)
                0.0625 = fieldNorm(doc=1730)
          0.42053974 = weight(abstract_txt:image in 1730) [ClassicSimilarity], result of:
            0.42053974 = score(doc=1730,freq=12.0), product of:
              0.36142045 = queryWeight, product of:
                3.0865426 = boost
                5.374322 = idf(docFreq=556, maxDocs=44218)
                0.02178797 = queryNorm
              1.1635748 = fieldWeight in 1730, product of:
                3.4641016 = tf(freq=12.0), with freq of:
                  12.0 = termFreq=12.0
                5.374322 = idf(docFreq=556, maxDocs=44218)
                0.0625 = fieldNorm(doc=1730)
        0.32 = coord(8/25)
    
  4. Yoon, J.W.; Chung, E.K.: Understanding image needs in daily life by analyzing questions in a social Q&A site (2011) 0.25
    0.24922428 = sum of:
      0.24922428 = product of:
        0.7788259 = sum of:
          0.035095222 = weight(abstract_txt:found in 4922) [ClassicSimilarity], result of:
            0.035095222 = score(doc=4922,freq=1.0), product of:
              0.1254172 = queryWeight, product of:
                1.2856699 = boost
                4.4772453 = idf(docFreq=1365, maxDocs=44218)
                0.02178797 = queryNorm
              0.27982783 = fieldWeight in 4922, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.4772453 = idf(docFreq=1365, maxDocs=44218)
                0.0625 = fieldNorm(doc=4922)
          0.06789463 = weight(abstract_txt:browsing in 4922) [ClassicSimilarity], result of:
            0.06789463 = score(doc=4922,freq=1.0), product of:
              0.19472216 = queryWeight, product of:
                1.6019856 = boost
                5.57879 = idf(docFreq=453, maxDocs=44218)
                0.02178797 = queryNorm
              0.3486744 = fieldWeight in 4922, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.57879 = idf(docFreq=453, maxDocs=44218)
                0.0625 = fieldNorm(doc=4922)
          0.030815994 = weight(abstract_txt:approach in 4922) [ClassicSimilarity], result of:
            0.030815994 = score(doc=4922,freq=1.0), product of:
              0.13164559 = queryWeight, product of:
                1.6132426 = boost
                3.745328 = idf(docFreq=2839, maxDocs=44218)
                0.02178797 = queryNorm
              0.234083 = fieldWeight in 4922, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.745328 = idf(docFreq=2839, maxDocs=44218)
                0.0625 = fieldNorm(doc=4922)
          0.018391911 = weight(abstract_txt:that in 4922) [ClassicSimilarity], result of:
            0.018391911 = score(doc=4922,freq=2.0), product of:
              0.08781722 = queryWeight, product of:
                1.7010252 = boost
                2.3694751 = idf(docFreq=11241, maxDocs=44218)
                0.02178797 = queryNorm
              0.20943399 = fieldWeight in 4922, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.3694751 = idf(docFreq=11241, maxDocs=44218)
                0.0625 = fieldNorm(doc=4922)
          0.05413899 = weight(abstract_txt:search in 4922) [ClassicSimilarity], result of:
            0.05413899 = score(doc=4922,freq=2.0), product of:
              0.1674423 = queryWeight, product of:
                2.1008668 = boost
                3.6580524 = idf(docFreq=3098, maxDocs=44218)
                0.02178797 = queryNorm
              0.3233292 = fieldWeight in 4922, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.6580524 = idf(docFreq=3098, maxDocs=44218)
                0.0625 = fieldNorm(doc=4922)
          0.09647481 = weight(abstract_txt:metadata in 4922) [ClassicSimilarity], result of:
            0.09647481 = score(doc=4922,freq=2.0), product of:
              0.22360842 = queryWeight, product of:
                2.1025224 = boost
                4.881247 = idf(docFreq=911, maxDocs=44218)
                0.02178797 = queryNorm
              0.43144536 = fieldWeight in 4922, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.881247 = idf(docFreq=911, maxDocs=44218)
                0.0625 = fieldNorm(doc=4922)
          0.13264503 = weight(abstract_txt:images in 4922) [ClassicSimilarity], result of:
            0.13264503 = score(doc=4922,freq=2.0), product of:
              0.2764858 = queryWeight, product of:
                2.3379378 = boost
                5.427791 = idf(docFreq=527, maxDocs=44218)
                0.02178797 = queryNorm
              0.4797535 = fieldWeight in 4922, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.427791 = idf(docFreq=527, maxDocs=44218)
                0.0625 = fieldNorm(doc=4922)
          0.34336928 = weight(abstract_txt:image in 4922) [ClassicSimilarity], result of:
            0.34336928 = score(doc=4922,freq=8.0), product of:
              0.36142045 = queryWeight, product of:
                3.0865426 = boost
                5.374322 = idf(docFreq=556, maxDocs=44218)
                0.02178797 = queryNorm
              0.9500549 = fieldWeight in 4922, product of:
                2.828427 = tf(freq=8.0), with freq of:
                  8.0 = termFreq=8.0
                5.374322 = idf(docFreq=556, maxDocs=44218)
                0.0625 = fieldNorm(doc=4922)
        0.32 = coord(8/25)
    
  5. Roszkowski, M.; Lukas, C.: ¬A distributed architecture for resource discovery using metadata (1998) 0.24
    0.23956218 = sum of:
      0.23956218 = product of:
        0.5444595 = sum of:
          0.017516037 = weight(abstract_txt:results in 1256) [ClassicSimilarity], result of:
            0.017516037 = score(doc=1256,freq=2.0), product of:
              0.07587491 = queryWeight, product of:
                3.482422 = idf(docFreq=3693, maxDocs=44218)
                0.02178797 = queryNorm
              0.23085415 = fieldWeight in 1256, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.482422 = idf(docFreq=3693, maxDocs=44218)
                0.046875 = fieldNorm(doc=1256)
          0.023069924 = weight(abstract_txt:searching in 1256) [ClassicSimilarity], result of:
            0.023069924 = score(doc=1256,freq=1.0), product of:
              0.11486341 = queryWeight, product of:
                1.2303871 = boost
                4.284727 = idf(docFreq=1655, maxDocs=44218)
                0.02178797 = queryNorm
              0.20084658 = fieldWeight in 1256, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.284727 = idf(docFreq=1655, maxDocs=44218)
                0.046875 = fieldNorm(doc=1256)
          0.06587194 = weight(abstract_txt:collection in 1256) [ClassicSimilarity], result of:
            0.06587194 = score(doc=1256,freq=5.0), product of:
              0.13519518 = queryWeight, product of:
                1.3348471 = boost
                4.648501 = idf(docFreq=1150, maxDocs=44218)
                0.02178797 = queryNorm
              0.48723584 = fieldWeight in 1256, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                4.648501 = idf(docFreq=1150, maxDocs=44218)
                0.046875 = fieldNorm(doc=1256)
          0.06781745 = weight(abstract_txt:collections in 1256) [ClassicSimilarity], result of:
            0.06781745 = score(doc=1256,freq=5.0), product of:
              0.13784422 = queryWeight, product of:
                1.3478613 = boost
                4.693822 = idf(docFreq=1099, maxDocs=44218)
                0.02178797 = queryNorm
              0.49198616 = fieldWeight in 1256, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                4.693822 = idf(docFreq=1099, maxDocs=44218)
                0.046875 = fieldNorm(doc=1256)
          0.04375799 = weight(abstract_txt:standard in 1256) [ClassicSimilarity], result of:
            0.04375799 = score(doc=1256,freq=2.0), product of:
              0.13969445 = queryWeight, product of:
                1.3568771 = boost
                4.725219 = idf(docFreq=1065, maxDocs=44218)
                0.02178797 = queryNorm
              0.3132407 = fieldWeight in 1256, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.725219 = idf(docFreq=1065, maxDocs=44218)
                0.046875 = fieldNorm(doc=1256)
          0.0482182 = weight(abstract_txt:overall in 1256) [ClassicSimilarity], result of:
            0.0482182 = score(doc=1256,freq=1.0), product of:
              0.18776944 = queryWeight, product of:
                1.5731256 = boost
                5.478287 = idf(docFreq=501, maxDocs=44218)
                0.02178797 = queryNorm
              0.25679472 = fieldWeight in 1256, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.478287 = idf(docFreq=501, maxDocs=44218)
                0.046875 = fieldNorm(doc=1256)
          0.023111995 = weight(abstract_txt:approach in 1256) [ClassicSimilarity], result of:
            0.023111995 = score(doc=1256,freq=1.0), product of:
              0.13164559 = queryWeight, product of:
                1.6132426 = boost
                3.745328 = idf(docFreq=2839, maxDocs=44218)
                0.02178797 = queryNorm
              0.17556225 = fieldWeight in 1256, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.745328 = idf(docFreq=2839, maxDocs=44218)
                0.046875 = fieldNorm(doc=1256)
          0.021810124 = weight(abstract_txt:that in 1256) [ClassicSimilarity], result of:
            0.021810124 = score(doc=1256,freq=5.0), product of:
              0.08781722 = queryWeight, product of:
                1.7010252 = boost
                2.3694751 = idf(docFreq=11241, maxDocs=44218)
                0.02178797 = queryNorm
              0.24835816 = fieldWeight in 1256, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                2.3694751 = idf(docFreq=11241, maxDocs=44218)
                0.046875 = fieldNorm(doc=1256)
          0.04060424 = weight(abstract_txt:search in 1256) [ClassicSimilarity], result of:
            0.04060424 = score(doc=1256,freq=2.0), product of:
              0.1674423 = queryWeight, product of:
                2.1008668 = boost
                3.6580524 = idf(docFreq=3098, maxDocs=44218)
                0.02178797 = queryNorm
              0.24249691 = fieldWeight in 1256, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.6580524 = idf(docFreq=3098, maxDocs=44218)
                0.046875 = fieldNorm(doc=1256)
          0.12532446 = weight(abstract_txt:metadata in 1256) [ClassicSimilarity], result of:
            0.12532446 = score(doc=1256,freq=6.0), product of:
              0.22360842 = queryWeight, product of:
                2.1025224 = boost
                4.881247 = idf(docFreq=911, maxDocs=44218)
                0.02178797 = queryNorm
              0.56046396 = fieldWeight in 1256, product of:
                2.4494898 = tf(freq=6.0), with freq of:
                  6.0 = termFreq=6.0
                4.881247 = idf(docFreq=911, maxDocs=44218)
                0.046875 = fieldNorm(doc=1256)
          0.06735717 = weight(abstract_txt:interface in 1256) [ClassicSimilarity], result of:
            0.06735717 = score(doc=1256,freq=1.0), product of:
              0.2956311 = queryWeight, product of:
                2.7915215 = boost
                4.860628 = idf(docFreq=930, maxDocs=44218)
                0.02178797 = queryNorm
              0.22784194 = fieldWeight in 1256, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.860628 = idf(docFreq=930, maxDocs=44218)
                0.046875 = fieldNorm(doc=1256)
        0.44 = coord(11/25)