引文视角下知识融合与论文社会影响力关系研究

Research on the Relationship between Knowledge Fusion and Papers’Social Impact from the Perspective of Citation

基于引文视角,通过知识融合广度、知识融合速度和跨学科知识融合度三个指标对论文的知识融合程度进行测度,并分析知识融合程度与论文社会影响力的相关关系,探究提高论文知识融合程度能否提升论文的社会影响力。研究发现,论文知识融合广度与论文社会影响力显著正相关,相关性的强弱因学科而异;论文知识融合速度与论文的社会影响力显著正相关,但相关关系较弱;论文的跨学科知识融合度与社会影响力之间的相关性极弱。总体上,知识融合与社会影响力之间存在显著相关性,但相关关系较弱,知识融合程度越广、速度越快,相似学科之间知识融合程度越深越有利于论文的社会传播。

Based on the citation perspective,we measured the knowledge fusion degree of the scientific article through three indicators:knowledge fusion breadth,knowledge fusion speed,and interdisciplinary knowledge fusion degree.Then the association between knowledge fusion and the social impact of scientific articles was analyzed to clarify whether improving the knowledge fusion degree of papers can increase their social impact.It showed that the knowledge fusion breadth has a significantly positive impression on the social impact of papers,and varies from subject to discipline.The knowledge fusion speed has a significantly positive but weak impression on the social impact of papers.There is barely any association between the interdisciplinary knowledge fusion degree and the social impact of papers.In general,there is a significant correlation between knowledge fusion and social impact,but the correlation is weak.The wider the knowledge fusion,the faster the knowledge fusion,and the deeper the knowledge fusion of similar disciplines,it is more conducive to the social impact of a scientific paper.