Document (#34793)

Author
Schmidt, S.
Stock, W.G.
Title
Collective indexing of emotions in images : a study in emotional information retrieval
Source
Journal of the American Society for Information Science and Technology. 60(2009) no.5, S.863-876
Year
2009
Abstract
Some documents provoke emotions in people viewing them. Will it be possible to describe emotions consistently and use this information in retrieval systems? We tested collective (statistically aggregated) emotion indexing using images as examples. Considering psychological results, basic emotions are anger, disgust, fear, happiness, and sadness. This study follows an approach developed by Lee and Neal (2007) for music emotion retrieval and applies scroll bars for tagging basic emotions and their intensities. A sample comprising 763 persons tagged emotions caused by images (retrieved from www.Flickr.com) applying scroll bars and (linguistic) tags. Using SPSS, we performed descriptive statistics and correlation analysis. For more than half of the images, the test persons have clear emotion favorites. There are prototypical images for given emotions. The document-specific consistency of tagging using a scroll bar is, for some images, very high. Most of the (most commonly used) linguistic tags are on the basic level (in the sense of Rosch's basic level theory). The distributions of the linguistic tags in our examples follow an inverse power-law. Hence, it seems possible to apply collective image emotion tagging to image information systems and to present a new search option for basic emotions. This article is one of the first steps in the research area of emotional information retrieval (EmIR).
Form
Bilder

Similar documents (author)

  1. Stock, M.; Stock, W.G.: Klassifikation und terminologische Kontrolle : Yahoo!, Open Directory und Oingo im Vergleich (2000) 1.78 
    1.7823539 = sum of:
  1.7823539 = product of:
    3.5647078 = sum of:
      3.5647078 = weight(author_txt:stock in 6496) [ClassicSimilarity], result of:
        3.5647078 = score(doc=6496,freq=2.0), product of:
          0.7228564 = queryWeight, product of:
            1.0227925 = boost
            6.9740796 = idf(docFreq=112, maxDocs=44421)
            0.10133923 = queryNorm
          4.931419 = fieldWeight in 6496, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            6.9740796 = idf(docFreq=112, maxDocs=44421)
            0.5 = fieldNorm(doc=6496)
    0.5 = coord(1/2)
  2. Stock, M.; Stock, W.G.: Internet-Suchwerkzeuge im Vergleich (III) : Informationslinguistik und -statistik: AltaVista, FAST und Northern Light (2001) 1.78 
    1.7823539 = sum of:
  1.7823539 = product of:
    3.5647078 = sum of:
      3.5647078 = weight(author_txt:stock in 6578) [ClassicSimilarity], result of:
        3.5647078 = score(doc=6578,freq=2.0), product of:
          0.7228564 = queryWeight, product of:
            1.0227925 = boost
            6.9740796 = idf(docFreq=112, maxDocs=44421)
            0.10133923 = queryNorm
          4.931419 = fieldWeight in 6578, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            6.9740796 = idf(docFreq=112, maxDocs=44421)
            0.5 = fieldNorm(doc=6578)
    0.5 = coord(1/2)
  3. Stock, M.; Stock, W.G.: Internet-Suchwerkzeuge im Vergleich (IV) : Relevance Ranking nach "Popularität" von Webseiten: Google (2001) 1.78 
    1.7823539 = sum of:
  1.7823539 = product of:
    3.5647078 = sum of:
      3.5647078 = weight(author_txt:stock in 6771) [ClassicSimilarity], result of:
        3.5647078 = score(doc=6771,freq=2.0), product of:
          0.7228564 = queryWeight, product of:
            1.0227925 = boost
            6.9740796 = idf(docFreq=112, maxDocs=44421)
            0.10133923 = queryNorm
          4.931419 = fieldWeight in 6771, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            6.9740796 = idf(docFreq=112, maxDocs=44421)
            0.5 = fieldNorm(doc=6771)
    0.5 = coord(1/2)
  4. Stock, M.; Stock, W.G.: Internet-Suchwerkzeuge im Vergleich : Teil 1: Retrievaltests mit Known Item searches (2000) 1.78 
    1.7823539 = sum of:
  1.7823539 = product of:
    3.5647078 = sum of:
      3.5647078 = weight(author_txt:stock in 6772) [ClassicSimilarity], result of:
        3.5647078 = score(doc=6772,freq=2.0), product of:
          0.7228564 = queryWeight, product of:
            1.0227925 = boost
            6.9740796 = idf(docFreq=112, maxDocs=44421)
            0.10133923 = queryNorm
          4.931419 = fieldWeight in 6772, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            6.9740796 = idf(docFreq=112, maxDocs=44421)
            0.5 = fieldNorm(doc=6772)
    0.5 = coord(1/2)
  5. Stock, M.; Stock, W.G.: Medizininformationen : Literaturnachweise, Volltexte und klinische Entscheidungen aus einer Hand (2004) 1.78 
    1.7823539 = sum of:
  1.7823539 = product of:
    3.5647078 = sum of:
      3.5647078 = weight(author_txt:stock in 4288) [ClassicSimilarity], result of:
        3.5647078 = score(doc=4288,freq=2.0), product of:
          0.7228564 = queryWeight, product of:
            1.0227925 = boost
            6.9740796 = idf(docFreq=112, maxDocs=44421)
            0.10133923 = queryNorm
          4.931419 = fieldWeight in 4288, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            6.9740796 = idf(docFreq=112, maxDocs=44421)
            0.5 = fieldNorm(doc=4288)
    0.5 = coord(1/2)

Similar documents (content)

  1. Knautz, K.; Stock, W.G.: Collective indexing of emotions in videos (2011) 0.97 
    0.96937346 = sum of:
  0.96937346 = product of:
    1.731024 = sum of:
      0.05328265 = weight(abstract_txt:fear in 1295) [ClassicSimilarity], result of:
        0.05328265 = score(doc=1295,freq=1.0), product of:
          0.09847843 = queryWeight, product of:
            1.0979618 = boost
            8.656945 = idf(docFreq=20, maxDocs=44421)
            0.010360703 = queryNorm
          0.5410591 = fieldWeight in 1295, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            8.656945 = idf(docFreq=20, maxDocs=44421)
            0.0625 = fieldNorm(doc=1295)
      0.019124812 = weight(abstract_txt:indexing in 1295) [ClassicSimilarity], result of:
        0.019124812 = score(doc=1295,freq=2.0), product of:
          0.04973728 = queryWeight, product of:
            1.1035008 = boost
            4.3503094 = idf(docFreq=1557, maxDocs=44421)
            0.010360703 = queryNorm
          0.38451666 = fieldWeight in 1295, 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=1295)
      0.01623039 = weight(abstract_txt:possible in 1295) [ClassicSimilarity], result of:
        0.01623039 = score(doc=1295,freq=1.0), product of:
          0.056171134 = queryWeight, product of:
            1.1727036 = boost
            4.623126 = idf(docFreq=1185, maxDocs=44421)
            0.010360703 = queryNorm
          0.28894538 = fieldWeight in 1295, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            4.623126 = idf(docFreq=1185, maxDocs=44421)
            0.0625 = fieldNorm(doc=1295)
      0.004649489 = weight(abstract_txt:information in 1295) [ClassicSimilarity], result of:
        0.004649489 = score(doc=1295,freq=1.0), product of:
          0.03075441 = queryWeight, product of:
            1.2271576 = boost
            2.4188995 = idf(docFreq=10748, maxDocs=44421)
            0.010360703 = queryNorm
          0.15118122 = fieldWeight in 1295, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            2.4188995 = idf(docFreq=10748, maxDocs=44421)
            0.0625 = fieldNorm(doc=1295)
      0.07992347 = weight(abstract_txt:happiness in 1295) [ClassicSimilarity], result of:
        0.07992347 = score(doc=1295,freq=1.0), product of:
          0.12904271 = queryWeight, product of:
            1.2568499 = boost
            9.909708 = idf(docFreq=5, maxDocs=44421)
            0.010360703 = queryNorm
          0.61935675 = fieldWeight in 1295, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            9.909708 = idf(docFreq=5, maxDocs=44421)
            0.0625 = fieldNorm(doc=1295)
      0.054685052 = weight(abstract_txt:persons in 1295) [ClassicSimilarity], result of:
        0.054685052 = score(doc=1295,freq=1.0), product of:
          0.12624271 = queryWeight, product of:
            1.7580645 = boost
            6.930783 = idf(docFreq=117, maxDocs=44421)
            0.010360703 = queryNorm
          0.43317392 = fieldWeight in 1295, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            6.930783 = idf(docFreq=117, maxDocs=44421)
            0.0625 = fieldNorm(doc=1295)
      0.019520614 = weight(abstract_txt:retrieval in 1295) [ClassicSimilarity], result of:
        0.019520614 = score(doc=1295,freq=2.0), product of:
          0.06352669 = queryWeight, product of:
            1.7637001 = boost
            3.4765 = idf(docFreq=3732, maxDocs=44421)
            0.010360703 = queryNorm
          0.3072821 = fieldWeight in 1295, 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=1295)
      0.09156039 = weight(abstract_txt:emotional in 1295) [ClassicSimilarity], result of:
        0.09156039 = score(doc=1295,freq=2.0), product of:
          0.14128271 = queryWeight, product of:
            1.8598424 = boost
            7.33202 = idf(docFreq=78, maxDocs=44421)
            0.010360703 = queryNorm
          0.6480651 = fieldWeight in 1295, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            7.33202 = idf(docFreq=78, maxDocs=44421)
            0.0625 = fieldNorm(doc=1295)
      0.061704654 = weight(abstract_txt:tagging in 1295) [ClassicSimilarity], result of:
        0.061704654 = score(doc=1295,freq=1.0), product of:
          0.15662807 = queryWeight, product of:
            2.3983474 = boost
            6.3033047 = idf(docFreq=220, maxDocs=44421)
            0.010360703 = queryNorm
          0.39395654 = fieldWeight in 1295, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            6.3033047 = idf(docFreq=220, maxDocs=44421)
            0.0625 = fieldNorm(doc=1295)
      0.062242635 = weight(abstract_txt:tags in 1295) [ClassicSimilarity], result of:
        0.062242635 = score(doc=1295,freq=1.0), product of:
          0.15753715 = queryWeight, product of:
            2.4052973 = boost
            6.3215704 = idf(docFreq=216, maxDocs=44421)
            0.010360703 = queryNorm
          0.39509815 = fieldWeight in 1295, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            6.3215704 = idf(docFreq=216, maxDocs=44421)
            0.0625 = fieldNorm(doc=1295)
      0.08027918 = weight(abstract_txt:collective in 1295) [ClassicSimilarity], result of:
        0.08027918 = score(doc=1295,freq=1.0), product of:
          0.18666358 = queryWeight, product of:
            2.6182258 = boost
            6.881186 = idf(docFreq=123, maxDocs=44421)
            0.010360703 = queryNorm
          0.43007413 = fieldWeight in 1295, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            6.881186 = idf(docFreq=123, maxDocs=44421)
            0.0625 = fieldNorm(doc=1295)
      0.050498083 = weight(abstract_txt:basic in 1295) [ClassicSimilarity], result of:
        0.050498083 = score(doc=1295,freq=1.0), product of:
          0.16247648 = queryWeight, product of:
            3.1535296 = boost
            4.972839 = idf(docFreq=835, maxDocs=44421)
            0.010360703 = queryNorm
          0.31080243 = fieldWeight in 1295, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            4.972839 = idf(docFreq=835, maxDocs=44421)
            0.0625 = fieldNorm(doc=1295)
      0.17225991 = weight(abstract_txt:emotion in 1295) [ClassicSimilarity], result of:
        0.17225991 = score(doc=1295,freq=1.0), product of:
          0.34179056 = queryWeight, product of:
            4.090974 = boost
            8.063882 = idf(docFreq=37, maxDocs=44421)
            0.010360703 = queryNorm
          0.5039926 = fieldWeight in 1295, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            8.063882 = idf(docFreq=37, maxDocs=44421)
            0.0625 = fieldNorm(doc=1295)
      0.9650626 = weight(abstract_txt:emotions in 1295) [ClassicSimilarity], result of:
        0.9650626 = score(doc=1295,freq=8.0), product of:
          0.6791842 = queryWeight, product of:
            8.155591 = boost
            8.037906 = idf(docFreq=38, maxDocs=44421)
            0.010360703 = queryNorm
          1.4209144 = fieldWeight in 1295, product of:
            2.828427 = tf(freq=8.0), with freq of:
              8.0 = termFreq=8.0
            8.037906 = idf(docFreq=38, maxDocs=44421)
            0.0625 = fieldNorm(doc=1295)
    0.56 = coord(14/25)
  2. Yoon, J.W.: Utilizing quantitative users' reactions to represent affective meanings of an image (2010) 0.26 
    0.26496795 = sum of:
  0.26496795 = product of:
    0.9463141 = sum of:
      0.013523284 = weight(abstract_txt:indexing in 571) [ClassicSimilarity], result of:
        0.013523284 = score(doc=571,freq=1.0), product of:
          0.04973728 = queryWeight, product of:
            1.1035008 = boost
            4.3503094 = idf(docFreq=1557, maxDocs=44421)
            0.010360703 = queryNorm
          0.27189434 = fieldWeight in 571, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            4.3503094 = idf(docFreq=1557, maxDocs=44421)
            0.0625 = fieldNorm(doc=571)
      0.07215713 = weight(abstract_txt:image in 571) [ClassicSimilarity], result of:
        0.07215713 = score(doc=571,freq=8.0), product of:
          0.075936414 = queryWeight, product of:
            1.3635049 = boost
            5.375318 = idf(docFreq=558, maxDocs=44421)
            0.010360703 = queryNorm
          0.95023096 = fieldWeight in 571, 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=571)
      0.023907771 = weight(abstract_txt:retrieval in 571) [ClassicSimilarity], result of:
        0.023907771 = score(doc=571,freq=3.0), product of:
          0.06352669 = queryWeight, product of:
            1.7637001 = boost
            3.4765 = idf(docFreq=3732, maxDocs=44421)
            0.010360703 = queryNorm
          0.37634215 = fieldWeight in 571, 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=571)
      0.17129381 = weight(abstract_txt:emotional in 571) [ClassicSimilarity], result of:
        0.17129381 = score(doc=571,freq=7.0), product of:
          0.14128271 = queryWeight, product of:
            1.8598424 = boost
            7.33202 = idf(docFreq=78, maxDocs=44421)
            0.010360703 = queryNorm
          1.2124188 = fieldWeight in 571, product of:
            2.6457512 = tf(freq=7.0), with freq of:
              7.0 = termFreq=7.0
            7.33202 = idf(docFreq=78, maxDocs=44421)
            0.0625 = fieldNorm(doc=571)
      0.071415074 = weight(abstract_txt:basic in 571) [ClassicSimilarity], result of:
        0.071415074 = score(doc=571,freq=2.0), product of:
          0.16247648 = queryWeight, product of:
            3.1535296 = boost
            4.972839 = idf(docFreq=835, maxDocs=44421)
            0.010360703 = queryNorm
          0.439541 = fieldWeight in 571, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            4.972839 = idf(docFreq=835, maxDocs=44421)
            0.0625 = fieldNorm(doc=571)
      0.11148573 = weight(abstract_txt:images in 571) [ClassicSimilarity], result of:
        0.11148573 = score(doc=571,freq=2.0), product of:
          0.23234706 = queryWeight, product of:
            4.131054 = boost
            5.428591 = idf(docFreq=529, maxDocs=44421)
            0.010360703 = queryNorm
          0.47982416 = fieldWeight in 571, 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=571)
      0.4825313 = weight(abstract_txt:emotions in 571) [ClassicSimilarity], result of:
        0.4825313 = score(doc=571,freq=2.0), product of:
          0.6791842 = queryWeight, product of:
            8.155591 = boost
            8.037906 = idf(docFreq=38, maxDocs=44421)
            0.010360703 = queryNorm
          0.7104572 = fieldWeight in 571, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            8.037906 = idf(docFreq=38, maxDocs=44421)
            0.0625 = fieldNorm(doc=571)
    0.28 = coord(7/25)
  3. Savolainen, R.: ¬The role of emotions in online information seeking and sharing : a case study of consumer awareness (2015) 0.21 
    0.21001296 = sum of:
  0.21001296 = product of:
    1.0500648 = sum of:
      0.008805869 = weight(abstract_txt:most in 3319) [ClassicSimilarity], result of:
        0.008805869 = score(doc=3319,freq=1.0), product of:
          0.04084479 = queryWeight, product of:
            3.94228 = idf(docFreq=2342, maxDocs=44421)
            0.010360703 = queryNorm
          0.21559344 = fieldWeight in 3319, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            3.94228 = idf(docFreq=2342, maxDocs=44421)
            0.0546875 = fieldNorm(doc=3319)
      0.008136606 = weight(abstract_txt:information in 3319) [ClassicSimilarity], result of:
        0.008136606 = score(doc=3319,freq=4.0), product of:
          0.03075441 = queryWeight, product of:
            1.2271576 = boost
            2.4188995 = idf(docFreq=10748, maxDocs=44421)
            0.010360703 = queryNorm
          0.26456714 = fieldWeight in 3319, product of:
            2.0 = tf(freq=4.0), with freq of:
              4.0 = termFreq=4.0
            2.4188995 = idf(docFreq=10748, maxDocs=44421)
            0.0546875 = fieldNorm(doc=3319)
      0.008905751 = weight(abstract_txt:using in 3319) [ClassicSimilarity], result of:
        0.008905751 = score(doc=3319,freq=1.0), product of:
          0.047108505 = queryWeight, product of:
            1.3153064 = boost
            3.4568708 = idf(docFreq=3806, maxDocs=44421)
            0.010360703 = queryNorm
          0.18904762 = fieldWeight in 3319, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            3.4568708 = idf(docFreq=3806, maxDocs=44421)
            0.0546875 = fieldNorm(doc=3319)
      0.08011534 = weight(abstract_txt:emotional in 3319) [ClassicSimilarity], result of:
        0.08011534 = score(doc=3319,freq=2.0), product of:
          0.14128271 = queryWeight, product of:
            1.8598424 = boost
            7.33202 = idf(docFreq=78, maxDocs=44421)
            0.010360703 = queryNorm
          0.56705695 = fieldWeight in 3319, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            7.33202 = idf(docFreq=78, maxDocs=44421)
            0.0546875 = fieldNorm(doc=3319)
      0.9441013 = weight(abstract_txt:emotions in 3319) [ClassicSimilarity], result of:
        0.9441013 = score(doc=3319,freq=10.0), product of:
          0.6791842 = queryWeight, product of:
            8.155591 = boost
            8.037906 = idf(docFreq=38, maxDocs=44421)
            0.010360703 = queryNorm
          1.3900518 = fieldWeight in 3319, product of:
            3.1622777 = tf(freq=10.0), with freq of:
              10.0 = termFreq=10.0
            8.037906 = idf(docFreq=38, maxDocs=44421)
            0.0546875 = fieldNorm(doc=3319)
    0.2 = coord(5/25)
  4. Ruthven, I.; Buchanan, S.; Jardine, C.: Isolated, overwhelmed, and worried : young first-time mothers asking for information and support online (2018) 0.20 
    0.19684593 = sum of:
  0.19684593 = product of:
    1.2302871 = sum of:
      0.008219213 = weight(abstract_txt:information in 455) [ClassicSimilarity], result of:
        0.008219213 = score(doc=455,freq=2.0), product of:
          0.03075441 = queryWeight, product of:
            1.2271576 = boost
            2.4188995 = idf(docFreq=10748, maxDocs=44421)
            0.010360703 = queryNorm
          0.26725316 = fieldWeight in 455, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            2.4188995 = idf(docFreq=10748, maxDocs=44421)
            0.078125 = fieldNorm(doc=455)
      0.012722501 = weight(abstract_txt:using in 455) [ClassicSimilarity], result of:
        0.012722501 = score(doc=455,freq=1.0), product of:
          0.047108505 = queryWeight, product of:
            1.3153064 = boost
            3.4568708 = idf(docFreq=3806, maxDocs=44421)
            0.010360703 = queryNorm
          0.27006802 = fieldWeight in 455, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            3.4568708 = idf(docFreq=3806, maxDocs=44421)
            0.078125 = fieldNorm(doc=455)
      0.08092872 = weight(abstract_txt:emotional in 455) [ClassicSimilarity], result of:
        0.08092872 = score(doc=455,freq=1.0), product of:
          0.14128271 = queryWeight, product of:
            1.8598424 = boost
            7.33202 = idf(docFreq=78, maxDocs=44421)
            0.010360703 = queryNorm
          0.57281405 = fieldWeight in 455, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            7.33202 = idf(docFreq=78, maxDocs=44421)
            0.078125 = fieldNorm(doc=455)
      1.1284167 = weight(abstract_txt:emotions in 455) [ClassicSimilarity], result of:
        1.1284167 = score(doc=455,freq=7.0), product of:
          0.6791842 = queryWeight, product of:
            8.155591 = boost
            8.037906 = idf(docFreq=38, maxDocs=44421)
            0.010360703 = queryNorm
          1.6614295 = fieldWeight in 455, product of:
            2.6457512 = tf(freq=7.0), with freq of:
              7.0 = termFreq=7.0
            8.037906 = idf(docFreq=38, maxDocs=44421)
            0.078125 = fieldNorm(doc=455)
    0.16 = coord(4/25)
  5. Lopatovska, I.: Toward a model of emotions and mood in the online information search process (2014) 0.19 
    0.19401866 = sum of:
  0.19401866 = product of:
    1.2126167 = sum of:
      0.0065753707 = weight(abstract_txt:information in 2348) [ClassicSimilarity], result of:
        0.0065753707 = score(doc=2348,freq=2.0), product of:
          0.03075441 = queryWeight, product of:
            1.2271576 = boost
            2.4188995 = idf(docFreq=10748, maxDocs=44421)
            0.010360703 = queryNorm
          0.21380253 = fieldWeight in 2348, product of:
            1.4142135 = tf(freq=2.0), with freq of:
              2.0 = termFreq=2.0
            2.4188995 = idf(docFreq=10748, maxDocs=44421)
            0.0625 = fieldNorm(doc=2348)
      0.010178001 = weight(abstract_txt:using in 2348) [ClassicSimilarity], result of:
        0.010178001 = score(doc=2348,freq=1.0), product of:
          0.047108505 = queryWeight, product of:
            1.3153064 = boost
            3.4568708 = idf(docFreq=3806, maxDocs=44421)
            0.010360703 = queryNorm
          0.21605442 = fieldWeight in 2348, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            3.4568708 = idf(docFreq=3806, maxDocs=44421)
            0.0625 = fieldNorm(doc=2348)
      0.17225991 = weight(abstract_txt:emotion in 2348) [ClassicSimilarity], result of:
        0.17225991 = score(doc=2348,freq=1.0), product of:
          0.34179056 = queryWeight, product of:
            4.090974 = boost
            8.063882 = idf(docFreq=37, maxDocs=44421)
            0.010360703 = queryNorm
          0.5039926 = fieldWeight in 2348, product of:
            1.0 = tf(freq=1.0), with freq of:
              1.0 = termFreq=1.0
            8.063882 = idf(docFreq=37, maxDocs=44421)
            0.0625 = fieldNorm(doc=2348)
      1.0236034 = weight(abstract_txt:emotions in 2348) [ClassicSimilarity], result of:
        1.0236034 = score(doc=2348,freq=9.0), product of:
          0.6791842 = queryWeight, product of:
            8.155591 = boost
            8.037906 = idf(docFreq=38, maxDocs=44421)
            0.010360703 = queryNorm
          1.5071073 = fieldWeight in 2348, product of:
            3.0 = tf(freq=9.0), with freq of:
              9.0 = termFreq=9.0
            8.037906 = idf(docFreq=38, maxDocs=44421)
            0.0625 = fieldNorm(doc=2348)
    0.16 = coord(4/25)