大数据视角下知识产权金融风险评估研究

——基于云模型的可视化分析

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中图分类号：F204；F832 文献标识码：A 文章编号：1672-0105（2025）03-0061-08

Research on Intellectual Property Financial Risk Assessment from the Perspective ofBig Data-Visual AnalysisBased on Cloud Mode

KANG Da， WEN Lirong （ZhejiangIndustry&TradeVocational College，Wenzhou 325oo3，China）

Abstract：Intellectualpropertyfinanceorganicallyintegrates intellectualpropertyrights withfinance，providing anewpath for thetransformationofintellectualpropertyights.However，itsoringshallegestotheanagementofintellctalpoprty finance.Inteproessofddressingtesechallnges，thigdatamindsetasdistictadvantagesinientifingintelletalpoprty financialrisks.Byanalyzngthskpointsandcaussofitellectualpropertyfnance，impactidicatorsforintellctualproperty financialrisksweeetablsdandnealuationindexssteforintellctalpropertyanialrsswasonstructed.Tifyte feasibility of the model， a 22×8 data matrix was randomly simulated.The indicators were dimensionally reduced and weighted based ontheinformationcontributionrate，andthenthecloudmodelwasestablishedusingMatlabtoidentifytherisklevelsof the intelectualpropertyfinancialriskindicators，realizingthetransformationofdatafromquantitativetoqualitativeandfurtherto visualization.Fromtheperspectivesofhowbigdatacontributestotheconstructioofanintellctualpropertyfinancialsystem，the formationofitealportypigsndtefullpocsndalloudpetdtrolof this paper puts forward a vision forthe healthy development and risk prevention of intellctual property finance.

Keywords： big data; intellectual property finance; financial risk assessment; cloud model

创新是经济高质量发展的源泉，科技创新是贯彻新发展理念、实现高质量发展的中流砥柱。（剩余9348字）