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SYSTEM AND METHOD FOR MANAGING RISK OF DEBTOR ACCOUT FOR PEER TO PEER FINANCE

机译:用于管理对等金融的债务人账户风险的系统和方法

摘要

A borrower account risk management system for securing the safety of P2P funding is disclosed. The borrower account risk management system includes: a data generation unit that processes borrower data at regular intervals to generate time-series learning data; a learning unit that applies the learning data generated by the data generation unit to a predetermined machine learning model and performs learning on the machine learning model, thereby generating an abnormal cash flow determination model for calculating a borrower default probability; and a risk management unit for calculating the default probability of the borrower at the current time by inputting the time series data generated by the data generation unit into the abnormal cash flow determination model generated by the learning unit.
机译:公开了一种用于确保P2P融资安全的借款人账户风险管理系统。借款人账户风险管理系统包括:数据生成单元,定期处理借款人数据,生成时间序列学习数据;学习单元,其将所述数据生成单元生成的学习数据应用于预定的机器学习模型,并对所述机器学习模型执行学习,从而生成用于计算借款人违约概率的异常现金流确定模型;以及风险管理单元,用于通过将所述数据生成单元生成的时间序列数据输入所述学习单元生成的异常现金流量确定模型来计算借款人在当前时刻的违约概率。

著录项

  • 公开/公告号KR20220032328A

    专利类型

  • 公开/公告日2022-03-15

    原文格式PDF

  • 申请/专利权人 김성호;

    申请/专利号KR1020200113976

  • 发明设计人 김성호;

    申请日2020-09-07

  • 分类号G06Q40/02;G06N20;G06Q40/06;

  • 国家 KR

  • 入库时间 2022-08-25 00:06:49

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