科技情报研究2025，Vol.7Issue(2)：58-71,14.DOI:10.19809/j.cnki.kjqbyj.2025.02.006
特定领域中学术界与工业界机构合作与学术影响力关系研究
Relationship Between Academic Influence and Institutional Coopera-tion in Specific Fields:Evidence from the Computer Science Domain
摘要
Abstract
[Purpose/significance]In scientific collaboration,institutions are the primary driving units of scientific re-search.Compared to intra-institutional collaboration,inter-institutional collaboration often has the potential to pro-duce high-impact papers.Therefore,studying fine-grained collaboration at the institutional level holds significant im-portance.[Method/process]To explore the relationship between different types of institutional cooperation and academ-ic influence,this paper classifies institutions and defines various types of cooperation.Using network analysis meth-ods,it investigates the relationship between network indicators of different types of institutional cooperation and aca-demic influence.[Result/conclusion]Taking the computer science domain as an example,the analysis of the relation-ship between network indicators of different types of institutional cooperation and academic influence reveals that de-gree centrality and closeness centrality are positively correlated with academic influence,while betweenness centrali-ty is negatively correlated with academic influence.Additionally,there are significant differences in the correlation be-tween different centrality indicators and academic influence across various subfields,differing markedly from the over-all regression results of the computer science field.关键词
科学合作/机构合作网络/合作绩效/学术影响力Key words
scientific cooperation/institutional cooperation network/cooperation performance/academic influence引用本文复制引用
杨裕楷,赵毅,章成志..特定领域中学术界与工业界机构合作与学术影响力关系研究[J].科技情报研究,2025,7(2):58-71,14.基金项目
江苏省社会科学基金重点项目"智能化驱动的学者细粒度画像构建研究"(编号:20TQA001) （编号:20TQA001）
