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Managing A Workflow Of Human Intelligence Tasks Based On Task Performance

机译:基于任务绩效管理人工智能任务的工作流

摘要

Described is a technique for managing a workflow of human intelligence tasks based on task performance. When a large batch of tasks is performed continuously by a worker, task performance may decline. To lessen these consequences and improve overall task performance, the techniques described herein may adjust the type of tasks provided during a workflow. These adjustments may include providing a workflow interruption in the form of a different type of task or a break activity. These interruptions may switch between conceptual and perceptual activities in order to refresh the user and aid in alleviating the negative consequences of repetitive tasks such as physical and cognitive fatigue.
机译:描述了一种用于基于任务性能来管理人工智能任务的工作流的技术。当工人连续执行大量任务时,任务性能可能会下降。为了减轻这些后果并改善总体任务性能,本文所述的技术可以调整在工作流期间提供的任务的类型。这些调整可以包括以不同类型的任务或休息活动的形式提供工作流中断。这些中断可能会在概念性活动和感知性活动之间切换,以刷新用户并帮助减轻重复性任务(如身体和认知疲劳)的负面影响。

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