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Information processing and intuitive decision-making on the fireground: towards a model of expert intuition

机译:信息处理和直观决策:基于专家直觉的模型

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In addition to other cognitive tasks that need attending to, experienced fireground commanders are also faced with a crucial task of identifying various environmental and informational cues that could affect their performance on the fireground. Although these cues play a crucial role in activating the pattern recognition or intuitive decision-making process, the major challenge remains that they usually emerge from multiple sources, thereby increasing the cognitive load in working memory. Previous studies have shown that attending to multiple informational sources has serious implications for intuitive decision-making as it then becomes more difficult to select the most relevant cues amidst the rapidly evolving conditions. In order to determine how firefighters cope with this difficult task of processing information from multiple sources, 16 experienced fireground commanders were interviewed using a semi-structured critical decision method protocol. Following the insights derived from the knowledge elicitation process, this paper presents and describes an expert intuition model, which we termed the information filtering and intuitive decision-making model. The model attempts to conceptualize how experienced firefighters scan through multiple information sources from which they are then able to select the most relevant cues that eventually aid the development of workable action plans.
机译:除了需要执行的其他认知任务之外,经验丰富的火场指挥官还面临着一项关键任务,即确定可能影响其在火场上的表现的各种环境和信息提示。尽管这些提示在激活模式识别或直观决策过程中起着至关重要的作用,但主要挑战仍然在于它们通常来自多种来源,从而增加了工作记忆中的认知负荷。先前的研究表明,关注多种信息资源对于直观决策具有严重的意义,因为在迅速变化的环境中选择最相关的线索变得更加困难。为了确定消防员如何应对来自多个来源的信息处理这一艰巨的任务,我们使用半结构的关键决策方法协议对16名经验丰富的火场指挥官进行了采访。根据从知识启发过程中得出的见解,本文介绍并描述了一种专家直觉模型,我们将其称为信息过滤和直观决策模型。该模型试图概念化经验丰富的消防员如何扫描多个信息源,然后他们便可以从中选择最相关的线索,最终帮助制定可行的行动计划。

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