基于CiteSpace的神经网络模型可视化分析

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中图分类号：TP391.4 文献标识码：A 文章编号：2096-4706（2025）12-0156-05

Visualization Analysis of Neural Network Model Based on CiteSpace

LYU Lu （Wuchang Institute of Technology，Wuhan 430o65，China）

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 overalldevelopment and trend of domestic neural network model researchare systematicall investigated.Theresearchresultsshow that theauthorcooperation networkdensityislow，anda stablecoreresearch grouphas notyetformed.Theresearch institutionsarenotcloselylinked，and most authorsandresearch institutions arerelatively independent.Researchhotspotsand trends focusonNeural Network，DeepLearning，prediction model，sentimntsiaion，aceLangediction，tentale，ndoivetratition.eseachldf Neural Network model has moved from the stageof technology developmenttoanew eraof multi-domain appication and interdisciplinaryintegration.Futureresearchwillpaymoreatentiontotheiterpretabilityoftechnologyandtherealizationof social value.

Keywords： Neural Network model; CiteSpace; visualization analysis; quantitative analysis

0 引言

近年来，随着深度学习技术的快速发展，神经网络模型在自然语言处理、收益预测、药物推荐等多个领域取得了显著的进展。（剩余5675字）