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[目的/意义]非文献资源在科研活动中扮演着越来越重要的角色。科学软件与科学数据作为非文献资源的主要形式,是数据密集型研究不可或缺的重要资源。[方法/过程]通过比较分析中国学者在中外期刊论文中的引用特征,提出一种科学文献与科学软件/数据集引用特征的关联分析方法。[结果/结论]以生物信息学为研究对象,通过对比分析生物信息学研究中新技术应用趋势及应用能力,论证中国学者更倾向于将更优秀的研究成果投向国际期刊的假设,同时也证明科学文献的质量与科学软件/数据集质量之间存在显著的正向相关关系。
[Purpose / Significance] Non-literature resources play an increasingly important role in scientific research activities. As the main form of non-document resources, scientific software and scientific data are important resources indispensable to data-intensive research. [Methods / Processes] By comparing and analyzing the quoted characteristics of Chinese scholars in Chinese and foreign journal articles, this paper proposes a method for the correlation analysis between scientific literature and scientific software / dataset reference features. [Results / Conclusions] Taking bioinformatics as the research object, this paper proves that Chinese scholars prefer to invest more excellent research results in the international journals by contrastively analyzing the application trend and application ability of new technologies in bioinformatics research. At the same time, it also proves There is a significant positive correlation between the quality of scientific literature and the quality of scientific software / data sets.