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Financial analysis apparatus, 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

An anomaly included in accounting data is accurately and efficiently detected. A financial analysis apparatus includes a first vector generation unit that generates a first vector having each variation value of each account item in a first period of accounting data as an element, and a plurality of first periods. An estimation unit that estimates each variation value of a plurality of account items in the first period based on a plurality of first vectors in two periods, and a residual detection unit that detects a residual between the variation value and the actual variation value And an abnormal candidate specifying unit that extracts a fluctuation value of a specific account item in a specific first period in which a value correlated with the residual exceeds a threshold value, and each of a plurality of account items of each journal entry in the specific first period A journal entry limiting unit that generates a second matrix in which second vectors having variable values as elements are arranged in the row direction, and a journal that includes an account item including an account item whose value correlated with the residual exceeds a threshold value from the second matrix. Anomaly detection to detect anomalies contained in the extracted journal and the journal entry If, comprising an abnormal journal extractor for extracting abnormality is detected journal, the. [Selection] Figure 1
机译:会计数据中包含的异常得以准确有效地检测到。财务分析设备包括第一向量生成单元,该第一向量生成单元生成具有第一账户数据的第一向量,该第一向量具有在第一账户数据中的每个账户项目的每个变化值作为元素,以及多个第一时期。估计单元基于两个时段中的多个第一向量来估计第一时段中多个账户项目的每个变动值,以及残差检测单元,其检测变动值与实际变动值之间的残差以及异常候选者指定单元,其提取与剩余相关的值超过阈值的特定第一时段中的特定账户项目的波动值,以及特定第一时段中每个日记账分录的多个账户项目中的每一个进入限制单元,其产生第二矩阵,其中沿着行方向布置具有作为元素的可变值的第二向量,以及日记帐,该日记帐包括账户项目,该账户项目包括与第二矩阵相关的账户项目,该账户项目与残差相关的值超过阈值。 。异常检测以检测包含在提取的日记帐和日记帐分录中的异常。如果包括异常日记帐提取器以提取异常,则检测到日记帐。 [选择]图1

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