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SYSTEM AND METHOD FOR RECOMMENDING BUSINESS SCHOOLS BASED ON ASSESSING PROFILES OF APPLICANTS AND BUSINESS SCHOOLS

机译:基于申请人和学校评估文件的商业学校推荐系统和方法

摘要

A system and method for recommending business schools based on an assessment of profiles of applicants and business schools. The method stores datasets pertaining to applicants, business schools, and admissions in a database through a storing module. Then the method reads and transforms the datasets into a structured dataset through a reading module. The method normalizes the datasets to provide a corresponding value to each dataset stored in the database through a data normalization module. The method maps first variables with second variables to compare the profile of the applicant and business school through a variable-mapping module. The method creates multi-label classification model through a multi-label classification module. The method computes a first similarity score between the profiles of the applicants and business schools through a similarity module and second similarity score by utilizing admission transactions data through a transaction-based matrix module.
机译:一种基于对申请者和商学院简介的评估来推荐商学院的系统和方法。该方法通过存储模块将与申请人,商学院和招生有关的数据集存储在数据库中。然后,该方法通过读取模块读取数据集并将其转换为结构化数据集。该方法对数据集进行归一化,以通过数据归一化模块为存储在数据库中的每个数据集提供相应的值。该方法将第一变量与第二变量映射,以通过变量映射模块比较申请人和商学院的概况。该方法通过多标签分类模块创建多标签分类模型。该方法通过相似度模块计算申请人和商学院的个人资料之间的第一相似度得分,并通过基于交易的矩阵模块通过利用录取交易数据来计算第二相似度得分。

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