Application of BI-analytics in the management of a scientific journal

D. Y. Bolshakov
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Abstract

The results of applying the Power BI free software in the management of a scientific journal are presented. It is shown that even the creation of the most basic dashboard allows management solutions aimed at improving the editorial work to be obtained. Data on the manuscript flow for the past several years can be used as input to Power BI to make informed decisions about future trends. All available free forecasting techniques in Power BI are compared in terms of forecast accuracy. The Power BI force-directed graph plugin for establishing connections between reviewers is analysed. On this basis, recommendations to scientific editors concerning the selection of reviewers and the development of a scientific journal are provided. This research is focused on the search for simple solutions that can be applied by the editorial team without acquiring specific knowledge in the field of Data Science.
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bi分析在科学期刊管理中的应用
介绍了Power BI免费软件在某科技期刊管理中的应用效果。它表明,即使是最基本的仪表板的创建也允许旨在改进编辑工作的管理解决方案被获得。过去几年的手稿流数据可以用作Power BI的输入,以便对未来趋势做出明智的决策。Power BI中所有可用的免费预测技术在预测准确性方面进行了比较。分析了Power BI力向图插件在评论者之间建立联系的功能。在此基础上,对科学编辑的审稿人选择和科学期刊的发展提出了建议。这项研究的重点是寻找可以由编辑团队应用的简单解决方案,而无需获得数据科学领域的特定知识。
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