Page 173 - JOURNAL OF LIBRARY SCIENCE IN CHINA 2018 Vol. 42
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172 Journal of Library Science in China, Vol. 8, 2016


            Table 4. Top Weiboed journals (Weiboed over 60 times)
             No.       Journal title  N A   Discipline  No.    Journal title  N A  Discipline
              1          Nature       866  Multidisciplinary  16  Nature Medicine  97  Medical Sciences
              2          arXiv        495  Multidisciplinary  17  JAMA      95  Medical Sciences
              3         Science       421  Multidisciplinary  18  Nature Biotechnology  88  Biology Sciences
              4           Cell        319  Multidisciplinary  19  Science (AAAS) News  87  Multidisciplinary
                                                            Cochrane database of
              5          PNAS         308  Multidisciplinary  20            84  Medical Sciences
                                                             systematic reviews
              6    Nature Communications  205  Multidisciplinary  21  Immunity  82  Medical Sciences
              7        PLoS ONE       165  Multidisciplinary  22  Nature Genetics  77  Genetics
              8        Cell Reports   160  Biology Sciences  23  Nature Methods  75  Multidisciplinary
                    New England Journal
              9                       156  Medical Sciences  24  Cancer Cell  72  Medical Sciences
                       of Medicine
              10         SSRN         152  Social Sciences  25  Scientific Reports  70  Multidisciplinary
              11      Molecular Cell  113  Biology Sciences  26  British Medical Journal  67  Medical Sciences
              12  Journal of Clinical Oncology  112  Medical Sciences  27  Cell Stem Cell  65  Biology Sciences
                    Science Translational
              13                      107  Medical Sciences  28  Cell Metabolism   63  Biology Sciences
                        Medicine
                                                             Journal of Clinical
              14         Neuron       99  Medical Sciences  29              63  Biology Sciences
                                                               Investigation
              15       The Lancet     99  Medical Sciences  30  Psychological Science  62  Psychology


            3  Weibo altmetrics indicator and altmetrics score

            Altmetrics score is developed by Altmetric.com, which integrates all tracked data sources and is a
            comprehensive value of all weighted altmetrics indicators. It is used to reflect the online attention
            or interest of a scientific artefact, and currently the most famous altmetrics service. Although
            calculation process of altmetrics score remains not transparent in that weight of only a small
            portion of altmetrics indicators are given and without detailed weighting process, altmetrics score
            becomes highly recognized as measure of online attention of scientific artefacts. In order to provide
            a better understanding of relative position of altmetrics score, Altmetric.com provides context data
            of altmetrics score by providing percentile data comparing altmetrics score of article A (represented
            as ) with that of other articles in the specific dataset. The compared objects are, altmetrics score
            of articles in the whole database, altmetrics score of articles in the whole database in latest three
            months, altmetrics score of articles in the same journal, and altmetrics score of articles in the same
            journal in latest three months.
              We extracted for each Weiboed scholarly article the altmetrics score and context data, and
            compared them with other non-Weiboed articles in the database. Suppose there are N (here N
                                                                                           w
            equals 10,733) Weiboed scholarly articles, for each article P i  , the altmetrics score is S i . Let  P i
            represent the percentage of articles that have lower altmetrics score than S i  in the whole dataset,
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