认知域作战下的社交媒体虚假新闻检测模型

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中图分类号：E911 文献标志码：A DOI：10.3969/j. issn.1673-3819.2025.05.010

Abstract：Withtherapiddevelopmentand popularizationof information technology，cognitive domainoperations willbean importantformof militaryoccupationandcontrol，striking enemy forcesandparticipating innonwarmilitaryoperations in thefuture.Inorder togaintheinitiativeinthewar，enemyforcesoftenuse mediaplatformstopublishfakenews，attempting to confuse thepublic'svisionandevenmisleadpublicperception，posingathreat tosocialstabilityandsecurityThisarticle proposesasocial mediafakenews detection modelinthecontext ofcognitive domainoperations，which byutilizingthe news itself，user information，andusercomment informationcanbemodeledasaHeterogeneousInformationNetwork（HN），the introductionof hierarchicalaggegationtechnologynables thesimultaneouscaptureof globalandlocalfeaturesofdatabyaggregating HNatbothnodeandclasificationlevels.Thestudyaims todetectfakenews incognitivedomainwarandcurbthe dissemination before it hasanegative impact.

Keywords： cognitive domain;fake news；detection model

随着科技的飞速进步，互联网日益完善，网民规模和互联网普及率均呈现显著的提升。（剩余8871字）