Crowd_Evacuation_Wargaming_dataset

This dataset constitutes the outcomes of simulations conducted in accordance with the model outlined in the paper titled "Wargame Thinking Reshaping Evacuation Dynamics: A Crowd Evacuation Model with Real-Time Emotional Adaptation." It encompasses four sub-datasets: Group_1_Experiment_Evacuation_Efficiency, Group_2_Experiment_Stampede_Characteristics_Analysis, Group_3_Experiment_Thermal_Impact_Assessment, and Group_4_Experiment_Emotion_Coefficient_Influence. This dataset can be employed to explore evacuation efficiency, investigate stampede characteristics during evacuation procedures, analyze the influence of environmental temperature on the evacuation process, and examine the role of emotions in evacuation scenarios. Data analysis reveals the occurrence of arching phenomena during evacuation, with individuals closer to fallen pedestrians being more prone to panic. Additionally, environmental temperature reduction was found to correlate with a notable increase in fall incidents, while the emotional decay rate demonstrated significant negative correlations with evacuation duration. These findings provide practical insights for refining crowd management strategies and emotional intervention protocols during evacuation procedures.

本数据集基于《博弈思维重塑疏散动态：一种具备实时情绪适配的人群疏散模型》(Wargame Thinking Reshaping Evacuation Dynamics: A Crowd Evacuation Model with Real-Time Emotional Adaptation)一文中所提出的模型开展模拟实验所得结果。该数据集包含四个子数据集，分别为Group_1_Experiment_Evacuation_Efficiency、Group_2_Experiment_Stampede_Characteristics_Analysis、Group_3_Experiment_Thermal_Impact_Assessment以及Group_4_Experiment_Emotion_Coefficient_Influence。本数据集可用于探究人群疏散效率、解析疏散过程中的踩踏特征、评估环境温度对疏散流程的影响，以及研究情绪在疏散场景中的作用机制。数据分析显示，疏散过程中会出现拱状阻塞现象，靠近跌倒行人的个体更易陷入恐慌情绪。此外，研究发现环境温度降低与跌倒事件的显著增多存在相关性，而情绪衰减速率与疏散时长则呈现显著负相关关系。上述研究结果可为优化疏散过程中的人群管理策略与情绪干预方案提供切实可行的实践参考。

搜集汇总

背景与挑战

背景概述

该数据集基于战争游戏思维的人群疏散模型模拟结果，包含四个子数据集，分别用于分析疏散效率、踩踏特征、环境温度影响和情绪系数作用。研究发现疏散中会出现拱形现象，跌倒行人附近个体更易恐慌，环境温度降低会增加跌倒事件，情绪衰减率与疏散时间负相关，为人群管理和情绪干预提供了实践见解。