A statistical decision theory of cognitive capacity

认知能力的统计决策理论

• 批准号: DP240101511
• 负责人: Prof Philip Smith
• 金额: $ 28.32万
• 依托单位: The University of Melbourne
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2024
• 资助国家: 澳大利亚
• 起止时间: 2024-01-01 至 2026-12-31
• 项目状态: 未结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP240101511
• 关键词: statistical; decision; theory; cognitive; capacity

This project aims to investigate the limited capacity of the human cognitive system to form representations of the things in the world around us and to make decisions about them in real time. Its goal is to provide an integrated theory of cognitive capacity based on the statistical properties of cognitive representations and the decision processes that act on them. Its expected outcome will be a unified metric for cognitive capacity that will allow us to quantify how cognitive load affects the speed and accuracy of decision making. It will benefit the design and evaluation of high workload real-time decision systems and will contribute to the selection and training of users of such systems.

该项目旨在研究人类认知系统形成对我们周围世界事物的表征并实时做出决策的有限能力。 其目标是基于认知表征的统计特性以及作用于它们的决策过程，提供认知能力的综合理论。其预期结果将是认知能力的统一指标，使我们能够量化认知负荷如何影响决策的速度和准确性。它将有利于高工作量实时决策系统的设计和评估，并将有助于此类系统用户的选择和培训。