发明名称 TASK-BASED BIOMETRIC DIFFERENTIATOR OF STRESS LEVELS TO MAXIMIZE PRODUCTIVITY
摘要 An aspect includes receiving a request to assign a task to a user based on biometric data. Correlated data that correlates characteristics of tasks previously performed by the user with observed productivity and stress levels of the user while performing the tasks is accessed. An optimization model is applied to select a task that maximizes a predicted productivity of the user in performing the task while at the same time minimizes a predicted negative stress level of the user while performing the task. Input to the optimization model includes the correlated data and characteristics of a plurality of potential tasks. The selected task is assigned to the user. The correlated data for the user is updated based on the observed productivity of the user in performing the selected task, the observed stress level of the user while performing the selected tax, and at least one characteristic of the selected task.
申请公布号 US2017046642(A1) 申请公布日期 2017.02.16
申请号 US201514879240 申请日期 2015.10.09
申请人 International Business Machines Corporation 发明人 Bishop Adam T.;Catalfamo Matthew R.;Chakra Al;Viswanath Indrajit
分类号 G06Q10/06 主分类号 G06Q10/06
代理机构 代理人
主权项 1. A method for assigning tasks based on biometric data, the method comprising: receiving, by a processor, a request to assign a new task to a user; accessing, by the processor, correlated data that correlates characteristics of tasks previously performed by the user with observed productivity and stress levels of the user while performing the tasks, each observed stress level either a negative stress level or a positive stress level; applying, by the processor, an optimization model to select, from a plurality of potential tasks, a task that maximizes a predicted productivity of the user in performing the task while at the same time minimizes a predicted negative stress level of the user while performing the task, wherein input to the optimization model includes the correlated data and characteristics of the plurality of potential tasks; assigning the selected task to the user; receiving, by the processor, an observed productivity of the user in performing the selected task and an observed stress level of the user while performing the selected task, the observed stress level obtained from a biometric sensor; updating, by the processor, the correlated data for the user based on the observed productivity of the user in performing the selected task, the observed stress level of the user while performing the selected tax, and at least one characteristic of the selected task.
地址 Armonk NY US