现代情报2024，Vol.44Issue(6)：119-135,17.DOI:10.3969/j.issn.1008-0821.2024.06.010
基于多代参考文献的单篇论文学科分类方法研究
Research on Single Paper Discipline Classification Method Based on Multigenerational References
摘要
Abstract
[Purpose/Significance]Paper classification is a core issue in scientometrics,holding vital implications for practical research assessment.[Method/Process]This study introduced an innovative approach to classifying individual pa-pers,leveraging multigenerational references.The core idea involved extracting information from the multigenerational refer-ences of the target paper to construct a more comprehensive disciplinary structure,subsequently assigning the target paper in one to three disciplinary categories.To validate the efficacy of this method,the study employed papers indexed in the Web of Science Core Collection between 1999 and 2018 as its research subjects.The investigation compared the disciplinary classifica-tion results of individual papers and explored application scenarios from the perspectives of disciplines and journals.[Result/Conclusion]The findings suggest that incorporating disciplinary classification information from multigenerational references re-duces the entropy of disciplinary classification in the target paper,significantly enhancing the accuracy of disciplinary classifi-cation for individual papers.Through the application of diverse weight-setting rules and strategies for handling multidiscipli-nary science,this method,to a considerable extent,tackles disciplinary classification challenges present in literature from multidisciplinary journals.Furthermore,it offers a practical solution for identifying interdisciplinary papers.关键词
多代参考文献/学科分类/学科结构/引文分析/多学科期刊/跨学科研究Key words
multigenerational references/subject classification/subject structure/citation analysis/multidiscipli-nary journals/interdisciplinary research分类
社会科学引用本文复制引用
黄颖,虞逸飞,孙蓓蓓,张琳..基于多代参考文献的单篇论文学科分类方法研究[J].现代情报,2024,44(6):119-135,17.基金项目
国家自然科学基金面上项目"从测度到理解:跨学科研究的成果分类、合作模式与影响扩散研究"(项目编号:72374160). （项目编号:72374160）
