Multi-Stage Simulation of Residents’ Disaster Risk Perception and Decision-Making Behavior: An Exploratory Study on Large Language Model-Driven Social–Cognitive Agent Framework

Multi-Stage Simulation of Residents’ Disaster Risk Perception and Decision-Making Behavior: An Exploratory Study on Large Language Model-Driven Social–Cognitive Agent Framework

The escalating frequency and complexity of natural disasters highlight the urgent need for deeper insights into how individuals and communities perceive and respond to risk information. Yet, conventional research methods—such as surveys, laboratory experiments, and field observations—often struggle...

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Bibliographic Details
Main Authors: Xinjie Zhao, Hao Wang, Chengxiao Dai, Jiacheng Tang, Kaixin Deng, Zhihua Zhong, Fanying Kong, Shiyun Wang, So Morikawa
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Systems
Subjects:
large language model
social–cognitive agents
behavior simulation
disaster risk information perception
disaster response simulation
AI for social sciences
Online Access:https://www.mdpi.com/2079-8954/13/4/240
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