数字图书馆论坛2025，Vol.21Issue(10)：54-64,11.DOI:10.3772/j.issn.1673-2286.2025.10.006
基于模块化引文网络的国内数字人文领域知识扩散研究
Knowledge Diffusion in the Field of Digital Humanities in China Based on Modularity Citation Networks
摘要
Abstract
With the continuous development of digital humanities research,knowledge diffusion is characterized by interdisciplinary interaction and dynamic evolution,and citation networks serve as an analytical tool for identifying such features.Based on citation data from papers published in China related to digital humanities,this study constructs a citation network using Gephi software and conducts modularity analysis.It measures the knowledge diffusion level of modular subnets through four indicators:net knowledge diffusion volume,relative speed of knowledge diffusion,relative breadth of knowledge diffusion,and relative intensity of knowledge diffusion.It further reveals knowledge flow paths by examining citation relationships between modules.The research identifies five thematic modules in China's digital humanities field,with obvious knowledge flow directions between each module.The overall diffusion process exhibits interdisciplinary,multi-path,and dynamic characteristics,which can reveal the research pattern and evolution path of the digital humanities field.This is of reference value for understanding the disciplinary structure and promoting future development.关键词
数字人文/知识扩散/引文网络/知识流动/模块化分析Key words
Digital Humanities/Knowledge Diffusion/Citation Network/Knowledge Flow/Modularity Analysis分类
社会科学引用本文复制引用
刘桂锋,马明睿,韩牧哲,刘琼..基于模块化引文网络的国内数字人文领域知识扩散研究[J].数字图书馆论坛,2025,21(10):54-64,11.基金项目
本研究得到国家社会科学基金青年项目"出土文献的多模态知识组织与融合研究"(编号:23CTQ038)资助. （编号:23CTQ038）
