多模态融合下司法非结构化数据证据链优化与验证研究

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中图分类号：TP391.1;D915.13 文献标识码：A 文章编号：1006-8228（2025）11-66-07

Research on Optimization and Verification of Judicial Unstructured Data EvidenceChainsBasedonMultimodalFusion

Lin Yong

（XiamenMeiyaPicoInformationSecurityResearchInstituteCo.，Ltd.，Xiamen，Fujian36loo8，China）

Abstract：Thejudicialdigitalizationprocessisdrivingaprofoundevolutioninevidenceformstowardsmutimodalunstructured datawhichalsopresentsnewchalengesfortheconstructionofevidencechains.Traditionalmethodsfacebotleneckssuchas informationfrgmentationwakcorelatiosndisuientverifiationeliabilitnrocssnghterogeousatalietet images，videosandudioToadrestheseisses，thisstudyexploresevidencechainptizationandverfcationpathwabased onmultimodalfusiontehnologyproposinganitegratedframework（UAOV）thatcompassespsmanticderstandgossmodalaociationmodeling，constraintoptimzationndcomprehensiveverifcationTisframeworkaimstotacklecorecaenges includingmulti-souedatasemanticalignment，dnamicrelationshipmodelingandredibilityuantification.Experimentsonducted onamultimodaldatasetsimulatingrealjudicialscenariosdemonstratethatourapproachoutperformstraditionalsingle-modalityor simpleconcatenationmethodsinkeyetricssuchasevidencehaincompletenesssociationcohesionndreasoningplasibility Itprovidesanewcomputationalreasoningapproachforfactdeterminationincomplexcasesthatismorereliableandexplainable.

Keywords：MultimodalFusion；UnstructuredData；EvidenceChainOptimization;EvidenceChainVerification；JudicialArificial Intelligence;CredibilityAssessment

0引言

在全球数字化转型浪潮的推动下，司法领域正经历深刻变革。（剩余11317字）