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Cognitive Support: Extending Human Knowledge and Processing Capacities

机译:认知支持:扩展人类知识和处理能力

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The idea of aiding as cognitive support is to offer the user the knowledge he or she is missing. Recently, we developed a design method for aiding that is based on explicit requirements of the human problem solver. This proved to be able to supplement a lack of human knowledge in a statistical analysis task. In this article we extend the aiding concept to time-pressured tasks and we investigate whether aiding can supplement lack of knowledge and capacity under tasks with high mental loading, such as dealing with irregularities in process control. We developed a simulator of the workplace of a railway traffic controller with an aiding function for dealing with irregularities (e.g., a switch getting out of order). Application of the design method proved to be possible for this task. We then conducted an experiment to study effects of the aiding on task performance, mental effort, and learning under low and high task load conditions. Users of the simulator dealt better and faster with irregularities when the computer provided aiding. The higher the task load was, the larger this beneficial effect was. For theory about human-computer interaction, this research points to possible positive effects of aiding on performance and learning as a consequence of reducing cognitive demands.
机译:作为认知支持,辅助的想法是为用户提供他或她所缺少的知识。最近,我们开发了一种基于人类问题解决者的明确要求的辅助设计方法。事实证明,这能够弥补统计分析任务中缺乏人类知识的不足。在本文中,我们将辅助概念扩展到时间压力任务,并研究了辅助是否可以在高脑力负荷的任务中补充知识和能力的缺乏,例如处理过程控制中的违规行为。我们开发了一个铁路交通管制员工作场所的模拟器,具有处理异常情况(例如,道岔故障)的辅助功能。事实证明,设计方法的应用可以完成这项任务。然后,我们进行了一项实验,以研究在低任务负荷和高任务负荷条件下辅助对任务表现、脑力劳动和学习的影响。当计算机提供帮助时,模拟器的用户可以更好、更快地处理违规行为。任务负荷越高,这种有益效果就越大。对于关于人机交互的理论,这项研究指出了由于减少认知需求而对表现和学习可能产生的积极影响。

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