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Author: Akira Tsurushima

Affiliation: Intelligent Systems Laboratory, SECOM CO., LTD., Mitaka, Tokyo, Japan

Keyword(s): Evacuation Decision Model, Herd Behavior, Functional Field of View, Tunnel Vision.

Abstract: The analysis of evacuation behaviors from the video captured during the Great East Japan Earthquake revealed that the evacuation behaviors of fleeing and dropping down were affected by the distance from the exits. These behaviors were reproduced through simulations by employing the evacuation decision model, which is a model of herd behaviors during evacuations; this showed that these unique evacuation behaviors could be reproduced by simple herd behaviors. However, the results are questionable owing to the oversimplified settings of the simulations, such as the different number and density of agents and the overlooked physical constraints. We conduct simulations with settings that are more representative of those in the video clip. The unique evacuation behavior is also reproduced with our simulation setting but for limited ranges of parameter values. The analysis of the results reveals that the parameters related to the vicinity of an agent are significant; this lead to the hypothe sis that the attention of evacuees is narrowed to 20 degrees with a relatively long range during evacuations. (More)

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Paper citation in several formats:
Tsurushima, A. (2021). Reproducing Evacuation Behaviors of Evacuees during the Great East Japan Earthquake using the Evacuation Decision Model with Realistic Settings. In Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART; ISBN 978-989-758-484-8; ISSN 2184-433X, SciTePress, pages 17-27. DOI: 10.5220/0010167700170027

@conference{icaart21,
author={Akira Tsurushima.},
title={Reproducing Evacuation Behaviors of Evacuees during the Great East Japan Earthquake using the Evacuation Decision Model with Realistic Settings},
booktitle={Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART},
year={2021},
pages={17-27},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010167700170027},
isbn={978-989-758-484-8},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART
TI - Reproducing Evacuation Behaviors of Evacuees during the Great East Japan Earthquake using the Evacuation Decision Model with Realistic Settings
SN - 978-989-758-484-8
IS - 2184-433X
AU - Tsurushima, A.
PY - 2021
SP - 17
EP - 27
DO - 10.5220/0010167700170027
PB - SciTePress

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