A formal model inspired on human decision-making process

2015 IEEE 14th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC) Pub Date : 2015-07-06 DOI:10.1109/ICCI-CC.2015.7259413

José-Antonio Cervantes, Félix F. Ramos, Yingxu Wang

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引用次数: 1

Abstract

This paper shows a formal model of cognitive function of decision-making. The decision-making is only one of several cognitive functions of high level of natural intelligence. Our model has been inspired by human decision-making process. In order to show a comprehensive and coherent model of human decision-making process based on a rigorous formalism, we have adopted a multidisciplinary approach encompassing knowledge in cognitive informatics, neuroscience, and psychology. The model has been divided into conceptual, formal, and computational model. However, in this paper we show the conceptual and part of the formal model. In order to develop a comprehensive and coherent conceptual model of the decision-making process and its relationship with others cognitive processes, we have adopted the layered reference model postulated by Wang. Our conceptual model shows the main brain areas involved in the decision-making process and describes their functions. While our formal model tries to show a rigorous explanation for the cognitive decision-making process.

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一个受人类决策过程启发的正式模型

本文给出了一个决策认知功能的形式化模型。决策只是高水平自然智能的认知功能之一。我们的模型受到了人类决策过程的启发。为了展示基于严格形式主义的人类决策过程的全面和连贯的模型，我们采用了包括认知信息学、神经科学和心理学在内的多学科方法。该模型分为概念模型、形式模型和计算模型。然而，在本文中，我们展示了概念模型和部分形式模型。为了建立一个全面连贯的决策过程及其与其他认知过程关系的概念模型，我们采用了Wang假设的分层参考模型。我们的概念模型显示了参与决策过程的主要大脑区域，并描述了它们的功能。而我们的正式模型试图对认知决策过程给出严格的解释。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

2015 IEEE 14th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC)

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