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AUTOMATED COGNITIVE PSYCHOMETRIC SCORING

机译:自动认知心理学评分

摘要

A computer-implemented method for automated psychometric scoring which includes: collecting applicant data pertaining to an application from an applicant, the data including the applicant's name, age and demographic information; collecting textual information posted by the applicant from social media; automatically obtaining a personality profile of the applicant computed from the textual information; building a consolidated applicant profile by joining the personality profile and the applicant data; inputting the consolidated applicant profile into a machine learning model to compute an approval score with respect to approving or not approving the application; and outputting the approval score from the machine learning model.
机译:一种用于自动心理评分的计算机实现的方法,包括:从申请人那里收集与申请相关的申请人数据,该数据包括申请人的姓名,年龄和人口统计信息;以及从社交媒体收集申请人发布的文字信息;根据文本信息自动获得申请人的个性特征;通过加入个性资料和申请人数据来建立合并的申请人资料;将合并的申请人资料输入机器学习模型中,以计算关于批准或不批准申请的批准分数;并从机器学习模型输出批准分数。

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