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首页> 外文期刊>Journal of the American Society for Information Science and Technology >How Important Is Scientific Software in Bioinformatics Research? A Comparative Study Between International and Chinese Research Communities
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How Important Is Scientific Software in Bioinformatics Research? A Comparative Study Between International and Chinese Research Communities

机译：科学软件在生物信息学研究中有多重要？中外研究社区的比较研究

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摘要

Software programs are among the most important tools in data-driven research. The popularity of well-known packages and corresponding large numbers of citations received bear testimony of the contribution of scientific software to academic research. Yet software is not generally recognized as an academic outcome. In this study, a usage-based model is proposed with varied indicators including citations, mentions, and downloads to measure the importance of scientific software. We performed an investigation on a sample of international bioinformatics research articles, and on a sample from the Chinese community. Our analysis shows that scientists in the field of bioinformatics rely heavily on scientific software: the major differences between the international community and the Chinese example being how scientific packages are mentioned in publications and the time gap between the introduction of a package and its use. Biologists publishing in international journals tend to apply the latest tools earlier; Chinese scientists publishing in Chinese tend to follow later. Further, journals with higher impact factors tend to publish articles applying the latest tools earlier.
机译：软件程序是数据驱动研究中最重要的工具之一。知名软件包的流行以及相应的大量引用证明了科学软件对学术研究的贡献。然而，软件通常不被认为是学术成果。在这项研究中，提出了一种基于使用情况的模型，该模型具有各种指标，包括引文，提及和下载，以衡量科学软件的重要性。我们对国际生物信息学研究文章样本以及华人社区样本进行了调查。我们的分析表明，生物信息学领域的科学家严重依赖科学软件：国际社会和中国实例之间的主要差异是出版物中如何提及科学包装以及包装的引入和使用之间的时间差。在国际期刊上发表的生物学家倾向于较早地使用最新的工具。中国科学家用中文发表的文章往往会在以后发表。此外，影响因子较高的期刊倾向于较早发布使用最新工具的文章。

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    Yang Bo; Rousseau Ronald; Wang Xue; Huang Shuiqing;

  • 作者单位

    Nanjing Agr Univ, Dept Informat Management, Nanjing 210095, Jiangsu, Peoples R China;

    Katholieke Univ Leuven, Fac Onderzoeksctr ECOOM, Naamsestr 61, B-3000 Leuven, Belgium;

    Nanjing Agr Univ, Dept Informat Management, Nanjing 210095, Jiangsu, Peoples R China;

    Nanjing Agr Univ, Dept Informat Management, Nanjing 210095, Jiangsu, Peoples R China;

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