火力与指挥控制2025，Vol.50Issue(3)：123-129,7.DOI:10.3969/j.issn.1002-0640.2025.03.017
基于BERTopic的关键技术识别方法及其实证研究
BERTopic-based Key Technology Identification Method and Its Empirical Study
郝仁泽 1李建国 1赵鹏蛟1
作者信息
- 1. 北方自动控制技术研究所,太原 030006
- 折叠
摘要
Abstract
Key technology identification is an important part of the scientific and technological decision-making process,and the rapid development of science and technology has led to the increase of uncertainty and complexity of technological development.To ensure the diversity of perspectives and the richness of data,it is necessary to identify key technologies in scientific and technological literatures in different languages and from different sources.In view of the challenges brought about by the diversifica-tion of literature,a key technology recognition method based on BERTopic is proposed.By combining acge_text_embedding with BERTopic,it makes up for the shortcomings of the original model in process-ing Chinese corpus and long texts,and expands the scope of application.Experiments have verified the ef-fectiveness of the method.关键词
BERTopic/主题模型/acge/关键技术识别/科技决策Key words
BERTopic/topic model/acge/key technology identification/technology decision-making分类
军事科技引用本文复制引用
郝仁泽,李建国,赵鹏蛟..基于BERTopic的关键技术识别方法及其实证研究[J].火力与指挥控制,2025,50(3):123-129,7.
