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FINANCIAL ANALYSIS DEVICE, FINANCIAL ANALYSIS METHOD, AND FINANCIAL ANALYSIS PROGRAM

机译:财务分析装置,财务分析方法和财务分析程序

摘要

To accurately and efficiently detect anomalies contained in accounting data.SOLUTION: A financial analysis device 1 comprises: a first vector generation unit for generating a first vector with elements which are each variable value of each account item in a first period of accounting data; an estimation unit for estimating each variable value of the plurality of account items in the first period on the basis of the plurality of first vectors in the second period including the plurality of first periods; a residual detection unit for detecting a residual between the variable value and an actual variable value; an anomaly candidate identifying unit for extracting a variable value of a specific account item in a specific first period in which a value correlated with the residual exceeds a threshold; a journal limiting unit for generating a second matrix in which second vectors are arranged in the row direction, wherein the second vectors' elements are each variable value of the plurality of account items in each journal within the specific first period; a journal extraction unit for extracting, from the second matrix, journals including the account items of which the values correlated with the residuals exceed a threshold value; an anomaly detection unit for detecting an anomaly included in the extracted journal; and an anomaly journal extraction unit for extracting the journals in which an anomaly is detected.SELECTED DRAWING: Figure 1
机译:解决方案:金融分析装置1包括:第一向量生成单元,用于生成第一向量,该第一向量具有在第一会计期间的每个账户项目的变量值的元素。估计单元,用于基于包括多个第一时段的第二时段中的多个第一矢量,估计第一时段中的多个账户项目的每个变量值;残差检测单元,用于检测所述可变值和实际可变值之间的残差;异常候选者识别单元,其用于在与剩余相关的值超过阈值的特定的第一时段中提取特定账户项目的变量值;日志限制单元,用于生成沿行方向排列有第二向量的第二矩阵,其中,第二向量的元素是特定第一期间内每个日志中的多个账户项目的变量值;日志提取单元,用于从第二矩阵中提取包括与残差相关的值超过阈值的账户项目的日志。异常检测单元,用于检测所提取的日志中包含的异常;图1是异常日志提取单元,用于提取其中检测到异常的日志。

著录项

  • 公开/公告号JP2019067086A

    专利类型

  • 公开/公告日2019-04-25

    原文格式PDF

  • 申请/专利权人 ERNST & YOUNG SHINNIHON LLC;

    申请/专利号JP20170191145

  • 发明设计人 ICHIHARA NAOTO;SHUDO AKINOBU;

    申请日2017-09-29

  • 分类号G06Q40;

  • 国家 JP

  • 入库时间 2022-08-21 12:22:10

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