A machine learning based study on pedestrian movement dynamics under emergency evacuation

• Main Authors: Wang, Ke, Shi, Xiupeng, Goh, Algena Pei Xuan, Qian, Shunzhi
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Civil engineering; Emergency Evacuation; Movement Dynamics
• Online Access: https://hdl.handle.net/10356/143390
• Institution: Nanyang Technological University

Knowledge of evacuees' movement dynamics is crucial to building safety design and evacuation management. Although it is recognized that stepwise movement is the fundamental element to construct the whole evacuation process, movement pattern and its influencing factors are still not well underst...