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TECHNIQUES TO ENHANCE EMPLOYEE PERFORMANCE USING MACHINE LEARNING

机译:通过机器学习提高员工绩效的技术

摘要

Techniques to enhance employee performance using machine learning are described. In some embodiments, these techniques are directed to rendering recommendations to employee reviews by processing, via an input device, an employee review between a manager and an employee, the employee review comprising employee-related remarks by the manager, using the machine learning model to identify at least one employee-related remark of the employee review to have a negative impact on employee performance, the negative impact being attributed to a reviewer type of the manager or a personality type of the employee, and displaying, on an output device, an annotated employee review wherein the annotated employee review comprises the employee review and data indicating that the at least one employee-related remark is likely to result in the negative impact. Other embodiments are described and claimed.
机译:描述了使用机器学习增强员工绩效的技术。在一些实施例中,这些技术针对于通过经由输入设备处理经理与雇员之间的雇员评论来向雇员评论提供推荐,该雇员评论包括经理使用与雇员有关的评论,并使用机器学习模型来处理。确定至少一个与员工相关的员工评论,对员工绩效产生负面影响,该负面影响归因于经理的审阅者类型或员工的性格类型,并在输出设备上显示带注释的雇员评论,其中带注释的雇员评论包括雇员评论和指示至少一个与雇员有关的评论可能导致负面影响的数据。描述和要求保护其他实施例。

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