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DATA ANALYSIS DEVICE, DATA ANALYSIS METHOD, AND STORAGE MEDIUM STORING DATA ANALYSIS PROGRAM

机译:数据分析装置,数据分析方法以及存储介质存储数据分析程序

摘要

According to the present invention, information is provided about a specific field that is related to an arbitrarily defined item on which an adviser has focused, and is included in data related to the health condition of an employee including attendance data. This data analysis device is provided with: a data acquiring means 51 that acquires health condition data and attendance data of two or more employees; an attribution data generating means 52 that generates, for each of the employees, attribution data of a predetermined field of the attendance data by using a predetermined temporal resolution, a predetermined time range, and a predetermined aggregation method; a model learning means 53 that learns a model expressed by a polynomial expression using, as an object variable, a specified target field and, as an explanatory variable, each of the fields of the attribution data; a related field extracting means 54 that extracts the field of the attribution data related to the target field on the basis of the learned model; and a summarizing means 55 that summarizes and outputs the attendance data of a specified employee on the basis of information about the extracted field.
机译:根据本发明,提供关于与顾问所关注的任意定义的项目有关的特定领域的信息,并且该信息包括在与员工的健康状况有关的数据中,包括出勤数据。该数据分析装置具备:数据获取单元51,其获取两个以上的雇员的健康状况数据和出勤数据。归因数据生成装置52,通过使用预定的时间分辨率,预定的时间范围和预定的聚集方法,为每个雇员生成出勤数据的预定字段的归因数据;模型学习装置53,其使用指定的目标字段以及属性数据的各个字段作为对象变量,学习由多项式表示的模型。相关字段提取装置54基于学习的模型来提取与目标字段相关的属性数据的字段;汇总装置55,其基于所提取的字段的信息来汇总并输出指定雇员的出勤数据。

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