现代信息科技2025，Vol.9Issue(12)：156-160,5.DOI:10.19850/j.cnki.2096-4706.2025.12.030
基于CiteSpace的神经网络模型可视化分析
Visualization Analysis of Neural Network Model Based on CiteSpace
摘要
Abstract
CiteSpace software is used to conduct a visual quantitative analysis of 497 Neural Network model research pappers in the CNKI database from 2015 to 2025.The overall development and trend of domestic neural network model research are systematically investigated.The research results show that the author cooperation network density is low,and a stable core research group has not yet formed.The research institutions are not closely linked,and most authors and research institutions are relatively independent.Research hotspots and trends focus on Neural Network,Deep Learning,prediction model,sentiment classification,Machine Learning,prediction,patent value,and cognitive stratification.The research field of Neural Network model has moved from the stage of technology development to a new era of multi-domain application and interdisciplinary integration.Future research will pay more attention to the interpretability of technology and the realization of social value.关键词
神经网络模型/CiteSpace/可视化分析/计量分析Key words
Neural Network model/CiteSpace/visualization analysis/quantitative analysis分类
信息技术与安全科学引用本文复制引用
吕露..基于CiteSpace的神经网络模型可视化分析[J].现代信息科技,2025,9(12):156-160,5.基金项目
湖北省教育厅科研计划项目(B2020268) （B2020268）
