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STATISTICAL ANALYSIS FUNCTION RECOMMENDATION SYSTEM IN ACCORDANCE WITH TABLE STRUCTURE AND DATA CHARACTERISTICS

机译:具有表结构和数据特征的统计分析功能推荐系统

摘要

The present invention relates to a statistical analysis function recommendation system in accordance with a table structure and data characteristics which uses characteristic information for each column extracted by exploratory data analysis for an inputted table and meta data information for the table to perform learning for each analysis function, and recommends a function having a maximum score by score calculation for each statistical analysis function for the corresponding table as a statistical analysis function. According to the present invention, a statistical analysis expert matches statistical analysis functions suitable for a table, and performs learning for characteristics and a structure of the corresponding table and an analysis function to automatically recommend a statistical analysis function suitable for analysis of an inputted table by characteristic extraction for each column for the corresponding table. Also, if a client and a server system are included to continuously accumulate learning results in a server, a statistical analysis function suitable for analyzing an inputted table can be automatically recommended based on the learning results stored in the server even if the system is installed in any client device to operate.;COPYRIGHT KIPO 2017
机译:统计分析功能推荐系统技术领域本发明涉及根据表结构和数据特性的统计分析功能推荐系统,该系统使用对输入表进行探索性数据分析而提取出的每列的特征信息以及对表使用的元数据信息来对每种分析功能进行学习,并建议针对对应表格的每个统计分析功能,通过分数计算将得分最高的功能作为统计分析功能。根据本发明,统计分析专家将适合于表格的统计分析功能进行匹配,并且通过学习学习对应表格的特征和结构以及分析功能,以自动推荐适于通过分析输入表格进行分析的统计分析功能。对应表的每一列的特征提取。另外,如果包括客户机和服务器系统以在服务器中连续累积学习结果,则即使系统安装在服务器中,也可以基于服务器中存储的学习结果自动推荐适合于分析输入表的统计分析功能。任何可操作的客户端设备。; COPYRIGHT KIPO 2017

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