基于CiteSpace的神經(jīng)網(wǎng)絡(luò)模型可視化分析

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中圖分類號(hào)：TP391.4 文獻(xiàn)標(biāo)識(shí)碼：A 文章編號(hào)：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

近年來(lái)，隨著深度學(xué)習(xí)技術(shù)的快速發(fā)展，神經(jīng)網(wǎng)絡(luò)模型在自然語(yǔ)言處理、收益預(yù)測(cè)、藥物推薦等多個(gè)領(lǐng)域取得了顯著的進(jìn)展。（剩余5675字）