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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

A factor analysis apparatus includes: an acquisition unit that acquires, from factor analysis data, time-series data of an objective variable representing a result of an event and time-series data of an explanatory variable representing a factor of an event; a criterion-value setting unit that sets, based on the time-series data of the objective variable, a plurality of objective-variable criterion values; an influence degree calculation unit that learns the set plurality of objective-variable criterion values and the acquired time-series data of the explanatory variable, generates a relational expression between the objective-variable criterion value and the explanatory variable for each of the objective-variable criterion values, and extracts, from the generated relational expression, a coefficient of the explanatory variable and the explanatory variable corresponding to the coefficient; and an output unit that outputs the extracted coefficient as an influence degree, and outputs an explanatory variable name associated with the extracted explanatory variable.
机译: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序数据和表示事件因子的解释变量的时序数据;以及基准值设定部,根据目标变量的时间序列数据,设定多个目标变量基准值。影响度计算单元,其学习设定的多个客观变量标准值和所获取的解释变量的时间序列数据,针对每个客观变量生成客观变量标准值与解释变量之间的关系式基准值,并从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,并输出与所提取的说明变量相关联的说明变量名称。

著录项

  • 公开/公告号JP6673216B2

    专利类型

  • 公开/公告日2020-03-25

    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;G16Z99;

  • 国家 JP

  • 入库时间 2022-08-21 11:33:01

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