Review文献类型标注对科研评价结果的影响

朱曼曼,沈哲思,陈福佑,杨立英

The Influence of Review's Document Type Marking on the Results of Research Evaluation

Manman Zhu,Zhesi Shen,Fuyou Chen,Liying Yang

表2 Web of Science、Scopus和期刊官网中Review论文标签差异

Review系列期刊 Web of Science Scopus 召回率 准确率 F1-score 召回率 准确率 F1-score Annual Reviews 83.5 99.9 91.0 71.5 99.7 83.3 Cell Trends 73.0 100.0 84.4 73.7 100.0 84.8 WIREs 65.5 99.8 79.1 63.4 99.8 77.5 Elsevier Current Opinion 72.9 99.5 84.2 100.0 100.0 100.0 Wolters Kluwer Current Opinion 99.1 100.0 99.5 98.5 99.1 98.8 Nature Reviews 83.7 99.3 90.8 88.6 92.4 90.5 Taylor & Francis Expert Opinion 86.6 85.9 86.2 98.7 97.0 97.9 Taylor & Francis Expert Review 93.6 93.3 93.4 99.9 99.1 99.5 Taylor & Francis Critical Review 99.8 54.5 70.5 98.7 87.8 92.9