空军军医大学学报2026，Vol.47Issue(3)：386-390,5.DOI:10.13276/j.issn.2097-1656.2026.03.012
基于知识图谱对自然语言技术在心理学领域应用的可视化分析
Visual analysis of the application of natural language technology in the field of psychology based on knowledge graph
摘要
Abstract
Objective To summarize the application status and characteristics of natural language processing(NLP)technology in the field of psychology by using knowledge graph analysis.Methods CiteSpace 6.1.R2 software was used for visual analysis,with literature from CNKI and Web of Science(WOS)as research samples,and WOS core library was selected.A total of 257 Chinese articles and 285 English articles were selected through keyword retrieval.Results The total amount of domestic and foreign research literature on the application of NLP in the field of psychology showed an increasing trend year by year.Domestic research institutions showed strong independence,different emphasis on their own research direction,and relatively less cooperation between institutions and authors.In contrast,foreign research institutions have formed a more obvious cooperative network relationship.Conclusion Although domestic and foreign studies show a high similarity in the overall research direction,there are differences in specific concerns.Foreign research focuses more on cutting-edge theory and technological innovation,while domestic research tends to mine and analyze the text data in the field of psychology using NLP technology.关键词
自然语言处理/心理学/知识图谱/CiteSpaceKey words
natural language processing/psychology/knowledge graph/CiteSpace分类
信息技术与安全科学引用本文复制引用
袁治桃,梁淑怡,王庆怡,魏雯雯,王显阳,杨梦圆,倪娜,武圣君..基于知识图谱对自然语言技术在心理学领域应用的可视化分析[J].空军军医大学学报,2026,47(3):386-390,5.基金项目
国家自然科学基金面上项目(72374208) （72374208）
