基于Altmetrics的论文影响力三维测度方法研究

Research on Three Dimensional Measuring Method of Papers' Influence Based on Altmetrics

为多角度反映论文影响力,提供论文评价和选择新视角。文章分析了学术论文影响力产生机制,将论文影响力划分为被感知程度、社会影响力和学术影响力三维度;通过指标相关性分析、信度和效度分析筛选各指标,基于因子分析配置指标权重,构建评价单篇论文影响力三维测度方法。实证分析表明可将论文划分为各具特点的五大类:普通类、专业类、明星类、明星-专业类与名作类。

This paper analyzes the influence mechanism of papers in order to reflect the influence from many angles, provide the evaluation and selection of a new perspective, we divided the influence of papers into the perceived degree of influence, social influence and academic influence dimension; through index correlation analysis, reliability and validity analysis to select indexes, the allocation of index weight based on factor analysis, at last, construct a Three-Dimensional Method for evaluating the influence of a single paper. The empirical analysis shows that the paper can be divided into five categories： common, professional, star, star-professional and famous.