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System and Method for Income Risk Assessment Utilizing Income Fraud and Income Estimation Models

机译:利用收入欺诈和收入估计模型进行收入风险评估的系统和方法

摘要

A method of income validation and evaluation for income risk assessment is disclosed in one embodiment. The method includes receiving a borrower loan request including a plurality of borrower data selected from the group consisting of: an employment type code, a borrower date-of-birth, a borrower zip code and a stated monthly income. The method further includes analyzing the received plurality of borrower data with respect to a stored plurality of borrower data to generate a normalized plurality of borrower data, implementing, if the stated monthly income is non-zero, an income fraud model utilizing at least the normalized plurality of borrower data including the employment type code, the borrower date-of-birth and the borrower zip code to determine an income fraud score based on the normalized plurality of borrower data, implementing an income estimation model utilizing at least the normalized plurality of borrower data and an age-band to determine a predicted income, and determining a risk assessment value as a function of the income fraud model and the income estimation mode.
机译:在一个实施例中公开了一种用于收入风险评估的收入确认和评估方法。该方法包括接收包括多个借款人数据的借款人借款请求,该借款人数据选自:就业类型代码,借款人的出生日期,借款人的邮政编码和规定的月收入。该方法还包括相对于存储的多个借款人数据来分析接收到的多个借款人数据,以生成归一化的多个借款人数据;如果所述月收入不为零,则至少利用归一化的收入实施收入欺诈模型。包括就业类型代码,借款人出生日期和借款人邮政编码的多个借款人数据,以基于归一化的多个借款人数据确定收入欺诈评分,至少利用归一化的多个借款人来实现收入估算模型数据和年龄段,以确定预测收入,并根据收入欺诈模型和收入估算模式确定风险评估值。

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