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A system of emotional agents for decision-support

机译:用于决策支持的情感主体系统

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摘要

To facilitate the study of numerous phenomena, we use computer simulation tools. However, simulation of human behavior is still a challenge for both computer and human sciences. Multi-agent systems have already proved their efficiency to simulate complex interacting systems. In this context, we have worked on the simulation of human groups to study the emergence of behavioral patterns, mixing techniques of artificial intelligence, multi-agent systems and psychological sciences. This paper presents a new model of emotional agent, the Emotion, Feeling, Temperament agent (EFT). Based on BDI architecture, our model integrates the OCC emotional model and the PerformanSe behavioral model. We also present a concrete implementation of our model: the simulation of brain-damaged people's behavior on a production line. Then, we describe the modeling of the interactions of this system with AgentUML. The final goal of our work is to produce simulation data than can be enhanced through a KDD process.
机译:为了促进对多种现象的研究,我们使用计算机仿真工具。但是,模拟人类行为仍然是计算机科学和人类科学所面临的挑战。多主体系统已经证明了其模拟复杂交互系统的效率。在这种情况下,我们一直在模拟人类群体,以研究行为模式的出现,人工智能的混合技术,多智能体系统和心理学。本文提出了一种新的情绪主体模型,即情绪,感觉,气质主体(EFT)。基于BDI架构,我们的模型整合了OCC情感模型和PerformanSe行为模型。我们还提出了模型的具体实现:在生产线上模拟大脑受损的人的行为。然后,我们描述该系统与AgentUML交互的建模。我们工作的最终目标是生成模拟数据,而这些数据可以通过KDD流程加以增强。

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