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Predictive Model Development System Applied To Enterprise Risk Management

机译:预测模型开发系统在企业风险管理中的应用

摘要

An automated method, computer readable storage device and system for using artificial intelligence based cognitive learning methods to develop predictive models and then use said models to measure and manage risk for an organization on a continual basis. The elements of value, external factors and segments of value of the organization are analyzed and modeled using predictive models and causal models that are developed by learning from the data associated with said organization. Scenarios of both normal and extreme situations are also developed by learning from the data. The scenarios are then used to drive simulations of the predictive models. The output from these simulations are then used to calculate and display a matrix of risk.
机译:一种自动方法,计算机可读存储设备和系统,用于使用基于人工智能的认知学习方法来开发预测模型,然后使用所述模型连续地测量和管理组织的风险。使用预测模型和因果模型对组织的价值要素,外部因素和价值部分进行分析和建模,这些模型是通过从与所述组织关联的数据中学习而得到的。通过从数据中学习,还可以开发出正常和极端情况的情景。然后将这些场景用于驱动预测模型的仿真。这些模拟的输出然后用于计算和显示风险矩阵。

著录项

  • 公开/公告号US2016171398A1

    专利类型

  • 公开/公告日2016-06-16

    原文格式PDF

  • 申请/专利权人 ASSET RELIANCE INC.;

    申请/专利号US201615048858

  • 发明设计人 JEFFREY SCOTT EDER;

    申请日2016-02-19

  • 分类号G06Q10/06;

  • 国家 US

  • 入库时间 2022-08-21 14:37:57

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