Document (#42674)

Author
Zhang, J.
Chen, Y.
Zhao, Y.
Wolfram, D.
Ma, F.
Title
Public health and social media : a study of Zika virus-related posts on Yahoo! Answers
Source
Journal of the Association for Information Science and Technology. 71(2020) no.3, S.282-299
Year
2020
Abstract
This study investigates the content of questions and responses about the Zika virus on Yahoo! Answers as a recent example of how public concerns regarding an international health issue are reflected in social media. We investigate the contents of posts about the Zika virus on Yahoo! Answers, identify and reveal subject patterns about the Zika virus, and analyze the temporal changes of the revealed subject topics over 4 defined periods of the Zika virus outbreak. Multidimensional scaling analysis, temporal analysis, and inferential statistical analysis approaches were used in the study. A resulting 2-layer Zika virus schema, and term connections and relationships are presented. The results indicate that consumers' concerns changed over the 4 defined periods. Consumers paid more attention to the basic information about the Zika virus, and the prevention and protection from the Zika virus at the beginning of the outbreak of the Zika virus. During the later periods, consumers became more interested in the role that the government and health organizations played in the public health emergency.
Content
Vgl.: https://asistdl.onlinelibrary.wiley.com/doi/10.1002/asi.24245.
Field
Medizin
Object
Yahoo

Similar documents (author)

  1. Zhang, J.; Wolfram, D.: Visualization of term discrimination analysis (2001) 1.93
    1.925051 = sum of:
      1.925051 = product of:
        3.850102 = sum of:
          1.3368728 = weight(author_txt:zhang in 211) [ClassicSimilarity], result of:
            1.3368728 = score(doc=211,freq=1.0), product of:
              0.40701604 = queryWeight, product of:
                1.06472 = boost
                6.5691404 = idf(docFreq=162, maxDocs=42740)
                0.05819257 = queryNorm
              3.2845702 = fieldWeight in 211, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.5691404 = idf(docFreq=162, maxDocs=42740)
                0.5 = fieldNorm(doc=211)
          2.5132291 = weight(author_txt:wolfram in 211) [ClassicSimilarity], result of:
            2.5132291 = score(doc=211,freq=1.0), product of:
              0.6199731 = queryWeight, product of:
                1.3140627 = boost
                8.107542 = idf(docFreq=34, maxDocs=42740)
                0.05819257 = queryNorm
              4.053771 = fieldWeight in 211, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.107542 = idf(docFreq=34, maxDocs=42740)
                0.5 = fieldNorm(doc=211)
        0.5 = coord(2/4)
    
  2. Wolfram, D.; Zhang, J.: ¬An investigation of the influence of indexing exhaustivity and term distributions on a document space (2002) 1.93
    1.925051 = sum of:
      1.925051 = product of:
        3.850102 = sum of:
          1.3368728 = weight(author_txt:zhang in 239) [ClassicSimilarity], result of:
            1.3368728 = score(doc=239,freq=1.0), product of:
              0.40701604 = queryWeight, product of:
                1.06472 = boost
                6.5691404 = idf(docFreq=162, maxDocs=42740)
                0.05819257 = queryNorm
              3.2845702 = fieldWeight in 239, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.5691404 = idf(docFreq=162, maxDocs=42740)
                0.5 = fieldNorm(doc=239)
          2.5132291 = weight(author_txt:wolfram in 239) [ClassicSimilarity], result of:
            2.5132291 = score(doc=239,freq=1.0), product of:
              0.6199731 = queryWeight, product of:
                1.3140627 = boost
                8.107542 = idf(docFreq=34, maxDocs=42740)
                0.05819257 = queryNorm
              4.053771 = fieldWeight in 239, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.107542 = idf(docFreq=34, maxDocs=42740)
                0.5 = fieldNorm(doc=239)
        0.5 = coord(2/4)
    
  3. Wolfram, D.; Zhang, J.: ¬The influence of indexing practices and weighting algorithms on document spaces (2008) 1.93
    1.925051 = sum of:
      1.925051 = product of:
        3.850102 = sum of:
          1.3368728 = weight(author_txt:zhang in 3964) [ClassicSimilarity], result of:
            1.3368728 = score(doc=3964,freq=1.0), product of:
              0.40701604 = queryWeight, product of:
                1.06472 = boost
                6.5691404 = idf(docFreq=162, maxDocs=42740)
                0.05819257 = queryNorm
              3.2845702 = fieldWeight in 3964, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.5691404 = idf(docFreq=162, maxDocs=42740)
                0.5 = fieldNorm(doc=3964)
          2.5132291 = weight(author_txt:wolfram in 3964) [ClassicSimilarity], result of:
            2.5132291 = score(doc=3964,freq=1.0), product of:
              0.6199731 = queryWeight, product of:
                1.3140627 = boost
                8.107542 = idf(docFreq=34, maxDocs=42740)
                0.05819257 = queryNorm
              4.053771 = fieldWeight in 3964, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.107542 = idf(docFreq=34, maxDocs=42740)
                0.5 = fieldNorm(doc=3964)
        0.5 = coord(2/4)
    
  4. Zhang, J.; Zhao, Y.: ¬A user term visualization analysis based on a social question and answer log (2013) 1.77
    1.7663934 = sum of:
      1.7663934 = product of:
        3.5327868 = sum of:
          1.3368728 = weight(author_txt:zhang in 4716) [ClassicSimilarity], result of:
            1.3368728 = score(doc=4716,freq=1.0), product of:
              0.40701604 = queryWeight, product of:
                1.06472 = boost
                6.5691404 = idf(docFreq=162, maxDocs=42740)
                0.05819257 = queryNorm
              3.2845702 = fieldWeight in 4716, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.5691404 = idf(docFreq=162, maxDocs=42740)
                0.5 = fieldNorm(doc=4716)
          2.195914 = weight(author_txt:zhao in 4716) [ClassicSimilarity], result of:
            2.195914 = score(doc=4716,freq=1.0), product of:
              0.5666241 = queryWeight, product of:
                1.2562532 = boost
                7.7508674 = idf(docFreq=49, maxDocs=42740)
                0.05819257 = queryNorm
              3.8754337 = fieldWeight in 4716, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.7508674 = idf(docFreq=49, maxDocs=42740)
                0.5 = fieldNorm(doc=4716)
        0.5 = coord(2/4)
    
  5. Wolfram, D.; Wang, P.; Zhang, J.: Identifying Web search session patterns using cluster analysis : a comparison of three search environments (2009) 1.44
    1.4437882 = sum of:
      1.4437882 = product of:
        2.8875763 = sum of:
          1.0026546 = weight(author_txt:zhang in 4797) [ClassicSimilarity], result of:
            1.0026546 = score(doc=4797,freq=1.0), product of:
              0.40701604 = queryWeight, product of:
                1.06472 = boost
                6.5691404 = idf(docFreq=162, maxDocs=42740)
                0.05819257 = queryNorm
              2.4634275 = fieldWeight in 4797, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.5691404 = idf(docFreq=162, maxDocs=42740)
                0.375 = fieldNorm(doc=4797)
          1.8849218 = weight(author_txt:wolfram in 4797) [ClassicSimilarity], result of:
            1.8849218 = score(doc=4797,freq=1.0), product of:
              0.6199731 = queryWeight, product of:
                1.3140627 = boost
                8.107542 = idf(docFreq=34, maxDocs=42740)
                0.05819257 = queryNorm
              3.0403283 = fieldWeight in 4797, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.107542 = idf(docFreq=34, maxDocs=42740)
                0.375 = fieldNorm(doc=4797)
        0.5 = coord(2/4)
    

Similar documents (content)

  1. Ku, Y.; Chiu, C.; Zhang, Y.; Chen, H.; Su, H.: Text mining self-disclosing health information for public health service (2014) 0.21
    0.21179682 = sum of:
      0.21179682 = product of:
        0.7564172 = sum of:
          0.01622151 = weight(abstract_txt:social in 3263) [ClassicSimilarity], result of:
            0.01622151 = score(doc=3263,freq=2.0), product of:
              0.042809676 = queryWeight, product of:
                1.1776098 = boost
                4.2870083 = idf(docFreq=1596, maxDocs=42740)
                0.008479812 = queryNorm
              0.37892157 = fieldWeight in 3263, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.2870083 = idf(docFreq=1596, maxDocs=42740)
                0.0625 = fieldNorm(doc=3263)
          0.053488024 = weight(abstract_txt:prevention in 3263) [ClassicSimilarity], result of:
            0.053488024 = score(doc=3263,freq=1.0), product of:
              0.09483867 = queryWeight, product of:
                1.2393905 = boost
                9.023833 = idf(docFreq=13, maxDocs=42740)
                0.008479812 = queryNorm
              0.5639896 = fieldWeight in 3263, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                9.023833 = idf(docFreq=13, maxDocs=42740)
                0.0625 = fieldNorm(doc=3263)
          0.027995799 = weight(abstract_txt:media in 3263) [ClassicSimilarity], result of:
            0.027995799 = score(doc=3263,freq=2.0), product of:
              0.061594654 = queryWeight, product of:
                1.4125439 = boost
                5.1422696 = idf(docFreq=678, maxDocs=42740)
                0.008479812 = queryNorm
              0.4545167 = fieldWeight in 3263, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                5.1422696 = idf(docFreq=678, maxDocs=42740)
                0.0625 = fieldNorm(doc=3263)
          0.015815452 = weight(abstract_txt:study in 3263) [ClassicSimilarity], result of:
            0.015815452 = score(doc=3263,freq=3.0), product of:
              0.042092253 = queryWeight, product of:
                1.4301354 = boost
                3.4708736 = idf(docFreq=3611, maxDocs=42740)
                0.008479812 = queryNorm
              0.37573308 = fieldWeight in 3263, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                3.4708736 = idf(docFreq=3611, maxDocs=42740)
                0.0625 = fieldNorm(doc=3263)
          0.03046604 = weight(abstract_txt:public in 3263) [ClassicSimilarity], result of:
            0.03046604 = score(doc=3263,freq=2.0), product of:
              0.07459714 = queryWeight, product of:
                1.9038694 = boost
                4.6206045 = idf(docFreq=1143, maxDocs=42740)
                0.008479812 = queryNorm
              0.4084076 = fieldWeight in 3263, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.6206045 = idf(docFreq=1143, maxDocs=42740)
                0.0625 = fieldNorm(doc=3263)
          0.11908027 = weight(abstract_txt:health in 3263) [ClassicSimilarity], result of:
            0.11908027 = score(doc=3263,freq=4.0), product of:
              0.16169912 = queryWeight, product of:
                3.2366762 = boost
                5.8914495 = idf(docFreq=320, maxDocs=42740)
                0.008479812 = queryNorm
              0.7364312 = fieldWeight in 3263, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                5.8914495 = idf(docFreq=320, maxDocs=42740)
                0.0625 = fieldNorm(doc=3263)
          0.49335012 = weight(abstract_txt:virus in 3263) [ClassicSimilarity], result of:
            0.49335012 = score(doc=3263,freq=1.0), product of:
              0.86762506 = queryWeight, product of:
                11.24612 = boost
                9.097941 = idf(docFreq=12, maxDocs=42740)
                0.008479812 = queryNorm
              0.56862134 = fieldWeight in 3263, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                9.097941 = idf(docFreq=12, maxDocs=42740)
                0.0625 = fieldNorm(doc=3263)
        0.28 = coord(7/25)
    
  2. Swanson, D.R.; Smalheiser, N.R.; Bookstein, A.: Information discovery from complementary literatures : categorizing viruses as potential weapons (2001) 0.13
    0.12813397 = sum of:
      0.12813397 = product of:
        1.0677831 = sum of:
          0.021542743 = weight(abstract_txt:public in 514) [ClassicSimilarity], result of:
            0.021542743 = score(doc=514,freq=1.0), product of:
              0.07459714 = queryWeight, product of:
                1.9038694 = boost
                4.6206045 = idf(docFreq=1143, maxDocs=42740)
                0.008479812 = queryNorm
              0.28878778 = fieldWeight in 514, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.6206045 = idf(docFreq=1143, maxDocs=42740)
                0.0625 = fieldNorm(doc=514)
          0.059540134 = weight(abstract_txt:health in 514) [ClassicSimilarity], result of:
            0.059540134 = score(doc=514,freq=1.0), product of:
              0.16169912 = queryWeight, product of:
                3.2366762 = boost
                5.8914495 = idf(docFreq=320, maxDocs=42740)
                0.008479812 = queryNorm
              0.3682156 = fieldWeight in 514, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.8914495 = idf(docFreq=320, maxDocs=42740)
                0.0625 = fieldNorm(doc=514)
          0.98670024 = weight(abstract_txt:virus in 514) [ClassicSimilarity], result of:
            0.98670024 = score(doc=514,freq=4.0), product of:
              0.86762506 = queryWeight, product of:
                11.24612 = boost
                9.097941 = idf(docFreq=12, maxDocs=42740)
                0.008479812 = queryNorm
              1.1372427 = fieldWeight in 514, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                9.097941 = idf(docFreq=12, maxDocs=42740)
                0.0625 = fieldNorm(doc=514)
        0.12 = coord(3/25)
    
  3. Zhang, J.; Zhao, Y.: ¬A user term visualization analysis based on a social question and answer log (2013) 0.10
    0.09627121 = sum of:
      0.09627121 = product of:
        0.34382576 = sum of:
          0.029007401 = weight(abstract_txt:scaling in 4716) [ClassicSimilarity], result of:
            0.029007401 = score(doc=4716,freq=1.0), product of:
              0.063069634 = queryWeight, product of:
                1.0107077 = boost
                7.358825 = idf(docFreq=73, maxDocs=42740)
                0.008479812 = queryNorm
              0.45992658 = fieldWeight in 4716, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.358825 = idf(docFreq=73, maxDocs=42740)
                0.0625 = fieldNorm(doc=4716)
          0.01622151 = weight(abstract_txt:social in 4716) [ClassicSimilarity], result of:
            0.01622151 = score(doc=4716,freq=2.0), product of:
              0.042809676 = queryWeight, product of:
                1.1776098 = boost
                4.2870083 = idf(docFreq=1596, maxDocs=42740)
                0.008479812 = queryNorm
              0.37892157 = fieldWeight in 4716, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.2870083 = idf(docFreq=1596, maxDocs=42740)
                0.0625 = fieldNorm(doc=4716)
          0.009131055 = weight(abstract_txt:study in 4716) [ClassicSimilarity], result of:
            0.009131055 = score(doc=4716,freq=1.0), product of:
              0.042092253 = queryWeight, product of:
                1.4301354 = boost
                3.4708736 = idf(docFreq=3611, maxDocs=42740)
                0.008479812 = queryNorm
              0.2169296 = fieldWeight in 4716, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.4708736 = idf(docFreq=3611, maxDocs=42740)
                0.0625 = fieldNorm(doc=4716)
          0.026839804 = weight(abstract_txt:analysis in 4716) [ClassicSimilarity], result of:
            0.026839804 = score(doc=4716,freq=6.0), product of:
              0.0475325 = queryWeight, product of:
                1.5197473 = boost
                3.6883576 = idf(docFreq=2905, maxDocs=42740)
                0.008479812 = queryNorm
              0.56466216 = fieldWeight in 4716, product of:
                2.4494898 = tf(freq=6.0), with freq of:
                  6.0 = termFreq=6.0
                3.6883576 = idf(docFreq=2905, maxDocs=42740)
                0.0625 = fieldNorm(doc=4716)
          0.07676739 = weight(abstract_txt:answers in 4716) [ClassicSimilarity], result of:
            0.07676739 = score(doc=4716,freq=2.0), product of:
              0.13813256 = queryWeight, product of:
                2.5907414 = boost
                6.287612 = idf(docFreq=215, maxDocs=42740)
                0.008479812 = queryNorm
              0.5557516 = fieldWeight in 4716, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.287612 = idf(docFreq=215, maxDocs=42740)
                0.0625 = fieldNorm(doc=4716)
          0.06279062 = weight(abstract_txt:yahoo in 4716) [ClassicSimilarity], result of:
            0.06279062 = score(doc=4716,freq=1.0), product of:
              0.15221286 = queryWeight, product of:
                2.7195792 = boost
                6.6002955 = idf(docFreq=157, maxDocs=42740)
                0.008479812 = queryNorm
              0.41251847 = fieldWeight in 4716, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.6002955 = idf(docFreq=157, maxDocs=42740)
                0.0625 = fieldNorm(doc=4716)
          0.12306797 = weight(abstract_txt:consumers in 4716) [ClassicSimilarity], result of:
            0.12306797 = score(doc=4716,freq=2.0), product of:
              0.1892089 = queryWeight, product of:
                3.032123 = boost
                7.358825 = idf(docFreq=73, maxDocs=42740)
                0.008479812 = queryNorm
              0.6504344 = fieldWeight in 4716, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                7.358825 = idf(docFreq=73, maxDocs=42740)
                0.0625 = fieldNorm(doc=4716)
        0.28 = coord(7/25)
    
  4. Cohan, A.; Young, S.; Yates, A.; Goharian, N.: Triaging content severity in online mental health forums (2017) 0.09
    0.08624863 = sum of:
      0.08624863 = product of:
        0.3080308 = sum of:
          0.019508481 = weight(abstract_txt:over in 5931) [ClassicSimilarity], result of:
            0.019508481 = score(doc=5931,freq=3.0), product of:
              0.04229279 = queryWeight, product of:
                1.1704789 = boost
                4.261049 = idf(docFreq=1638, maxDocs=42740)
                0.008479812 = queryNorm
              0.46127206 = fieldWeight in 5931, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                4.261049 = idf(docFreq=1638, maxDocs=42740)
                0.0625 = fieldNorm(doc=5931)
          0.01147034 = weight(abstract_txt:social in 5931) [ClassicSimilarity], result of:
            0.01147034 = score(doc=5931,freq=1.0), product of:
              0.042809676 = queryWeight, product of:
                1.1776098 = boost
                4.2870083 = idf(docFreq=1596, maxDocs=42740)
                0.008479812 = queryNorm
              0.26793802 = fieldWeight in 5931, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.2870083 = idf(docFreq=1596, maxDocs=42740)
                0.0625 = fieldNorm(doc=5931)
          0.01979602 = weight(abstract_txt:media in 5931) [ClassicSimilarity], result of:
            0.01979602 = score(doc=5931,freq=1.0), product of:
              0.061594654 = queryWeight, product of:
                1.4125439 = boost
                5.1422696 = idf(docFreq=678, maxDocs=42740)
                0.008479812 = queryNorm
              0.32139185 = fieldWeight in 5931, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.1422696 = idf(docFreq=678, maxDocs=42740)
                0.0625 = fieldNorm(doc=5931)
          0.020903176 = weight(abstract_txt:defined in 5931) [ClassicSimilarity], result of:
            0.020903176 = score(doc=5931,freq=1.0), product of:
              0.06387035 = queryWeight, product of:
                1.4384013 = boost
                5.236402 = idf(docFreq=617, maxDocs=42740)
                0.008479812 = queryNorm
              0.32727513 = fieldWeight in 5931, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.236402 = idf(docFreq=617, maxDocs=42740)
                0.0625 = fieldNorm(doc=5931)
          0.010957303 = weight(abstract_txt:analysis in 5931) [ClassicSimilarity], result of:
            0.010957303 = score(doc=5931,freq=1.0), product of:
              0.0475325 = queryWeight, product of:
                1.5197473 = boost
                3.6883576 = idf(docFreq=2905, maxDocs=42740)
                0.008479812 = queryNorm
              0.23052235 = fieldWeight in 5931, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.6883576 = idf(docFreq=2905, maxDocs=42740)
                0.0625 = fieldNorm(doc=5931)
          0.12226896 = weight(abstract_txt:posts in 5931) [ClassicSimilarity], result of:
            0.12226896 = score(doc=5931,freq=3.0), product of:
              0.14376776 = queryWeight, product of:
                2.1580484 = boost
                7.856228 = idf(docFreq=44, maxDocs=42740)
                0.008479812 = queryNorm
              0.8504616 = fieldWeight in 5931, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                7.856228 = idf(docFreq=44, maxDocs=42740)
                0.0625 = fieldNorm(doc=5931)
          0.10312653 = weight(abstract_txt:health in 5931) [ClassicSimilarity], result of:
            0.10312653 = score(doc=5931,freq=3.0), product of:
              0.16169912 = queryWeight, product of:
                3.2366762 = boost
                5.8914495 = idf(docFreq=320, maxDocs=42740)
                0.008479812 = queryNorm
              0.6377681 = fieldWeight in 5931, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                5.8914495 = idf(docFreq=320, maxDocs=42740)
                0.0625 = fieldNorm(doc=5931)
        0.28 = coord(7/25)
    
  5. Zhang, Y.: Toward a layered model of context for health information searching : an analysis of consumer-generated questions (2013) 0.08
    0.08239849 = sum of:
      0.08239849 = product of:
        0.34332705 = sum of:
          0.07056765 = weight(abstract_txt:layer in 2954) [ClassicSimilarity], result of:
            0.07056765 = score(doc=2954,freq=5.0), product of:
              0.066715725 = queryWeight, product of:
                1.039512 = boost
                7.568546 = idf(docFreq=59, maxDocs=42740)
                0.008479812 = queryNorm
              1.0577364 = fieldWeight in 2954, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                7.568546 = idf(docFreq=59, maxDocs=42740)
                0.0625 = fieldNorm(doc=2954)
          0.025648462 = weight(abstract_txt:social in 2954) [ClassicSimilarity], result of:
            0.025648462 = score(doc=2954,freq=5.0), product of:
              0.042809676 = queryWeight, product of:
                1.1776098 = boost
                4.2870083 = idf(docFreq=1596, maxDocs=42740)
                0.008479812 = queryNorm
              0.59912765 = fieldWeight in 2954, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                4.2870083 = idf(docFreq=1596, maxDocs=42740)
                0.0625 = fieldNorm(doc=2954)
          0.010957303 = weight(abstract_txt:analysis in 2954) [ClassicSimilarity], result of:
            0.010957303 = score(doc=2954,freq=1.0), product of:
              0.0475325 = queryWeight, product of:
                1.5197473 = boost
                3.6883576 = idf(docFreq=2905, maxDocs=42740)
                0.008479812 = queryNorm
              0.23052235 = fieldWeight in 2954, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.6883576 = idf(docFreq=2905, maxDocs=42740)
                0.0625 = fieldNorm(doc=2954)
          0.054282743 = weight(abstract_txt:answers in 2954) [ClassicSimilarity], result of:
            0.054282743 = score(doc=2954,freq=1.0), product of:
              0.13813256 = queryWeight, product of:
                2.5907414 = boost
                6.287612 = idf(docFreq=215, maxDocs=42740)
                0.008479812 = queryNorm
              0.39297575 = fieldWeight in 2954, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.287612 = idf(docFreq=215, maxDocs=42740)
                0.0625 = fieldNorm(doc=2954)
          0.06279062 = weight(abstract_txt:yahoo in 2954) [ClassicSimilarity], result of:
            0.06279062 = score(doc=2954,freq=1.0), product of:
              0.15221286 = queryWeight, product of:
                2.7195792 = boost
                6.6002955 = idf(docFreq=157, maxDocs=42740)
                0.008479812 = queryNorm
              0.41251847 = fieldWeight in 2954, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.6002955 = idf(docFreq=157, maxDocs=42740)
                0.0625 = fieldNorm(doc=2954)
          0.11908027 = weight(abstract_txt:health in 2954) [ClassicSimilarity], result of:
            0.11908027 = score(doc=2954,freq=4.0), product of:
              0.16169912 = queryWeight, product of:
                3.2366762 = boost
                5.8914495 = idf(docFreq=320, maxDocs=42740)
                0.008479812 = queryNorm
              0.7364312 = fieldWeight in 2954, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                5.8914495 = idf(docFreq=320, maxDocs=42740)
                0.0625 = fieldNorm(doc=2954)
        0.24 = coord(6/25)