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Factor analysis device, factor analysis method and program, and factor analysis system

机译:因子分析装置,因子分析方法和程序以及因子分析系统

摘要

Provide a technology that can clarify the change of the variable of the objective variable. The factor analysis device includes: an acquisition unit that acquires time series data of an objective variable representing an event result from the factor analysis data; time series data of an explanatory variable representing an event factor; A reference value setting unit for setting a plurality of objective variable reference values; and learning the time-series data of the set plurality of objective variable reference values and the acquired explanatory variables; and for each objective variable reference value , An influence calculation unit that generates a relational expression between the objective variable reference value and the explanatory variable, and extracts a coefficient of the explanatory variable and the explanatory variable corresponding to the coefficient from the generated relational expression And an output unit that outputs the extracted coefficient as an influence level, and further outputs an explanatory variable name related to the extracted explanatory variable.
机译:提供一种可以阐明目标变量的变量变化的技术。因子分析装置包括:获取单元,其从因子分析数据中获取表示事件结果的目标变量的时间序列数据;以及代表事件因素的解释变量的时间序列数据;参考值设置单元,用于设置多个目标变量参考值;学习设定的多个目标变量参考值和获取的解释变量的时间序列数据;对于每个目标变量参考值,影响计算单元生成目标变量参考值和解释变量之间的关系表达式,并从所生成的关系表达式中提取解释变量的系数和与该系数相对应的解释变量;输出单元,其输出所提取的系数作为影响度,并进一步输出与所提取的说明变量有关的说明变量名称。

著录项

  • 公开/公告号JPWO2016079972A1

    专利类型

  • 公开/公告日2017-09-14

    原文格式PDF

  • 申请/专利权人 日本電気株式会社;

    申请/专利号JP20160559814

  • 发明设计人 落合 勝博;

    申请日2015-11-16

  • 分类号G05B19/418;G06Q10/04;G06F19;

  • 国家 JP

  • 入库时间 2022-08-21 13:54:46

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