Modelling of Crowd Evacuation with Communication Strategy using Social Force Model
Subject Areas : AdvertisingCheah Shiang 1 , Norhaida Hussain 2
1 - Faculty of Computer Science and Information Technology, Universiti Malaysia Sarawak, UNIMAS
2 - Faculty of Computer Science and Information Technology, Universiti Malaysia Sarawak, Kota Samarahan, Sarawak, Malaysia
Keywords:
Abstract :
Aedo, I., Yu, S., Díaz, P., Acuña, P., & Onorati, T. (2012). Personalized Alert Notifications and Evacuation Routes in Indoor Environments. Sensors, 12(6), 7804–7827. doi:10.3390/s120607804
Ahn, J., & Han, R. (2011). RescueMe: An Indoor Mobile Augmented-Reality Evacuation System by Personalized Pedometry. 2011 IEEE Asia-Pacific Services Computing Conference, 70-77, doi: 10.1109/APSCC.2011.26
Atila, U., Ortakci, Y., Ozacar, K., Demiral, E., & Karas, I. (2018). SmartEscape: A Mobile Smart Individual Fire Evacuation System Based on 3D Spatial Model. ISPRS International Journal of Geo-Information, 7(6), 223. doi:10.3390/ijgi7060223
Chen, L.-W., Chung, J.-J., & Liu, J.-X. (2015). GoFAST: A Group-Based Emergency Guiding System with Dedicated Path Planning for Mobile Users Using Smartphones. 2015 IEEE 12th International Conference on Mobile Ad Hoc and Sensor Systems, 467-468. doi:10.1109/mass.2015.35
Du, P., Li, Y., Liu, H., & Zheng, X. (2018). Study of the Indoor Evacuation Based on the Grouping Social Force Model. 2018 9th International Conference on Information Technology in Medicine and Education (ITME), 1018-1026, doi:10.1109/itme.2018.00226
Farina, F., Fontanelli, D., Garulli, A., Giannitrapani, A., & Prattichizzo, D. (2017). Walking Ahead: The Headed Social Force Model. PloS one, 12(1), e0169734. doi.org/10.1371/journal.pone.0169734
Han, Y., Liu, H. (2017). Modified social force model based on information transmission toward crowd evacuation simulation, Physica A 469, 499-509. doi: 10.1016/j.physa.2016.11.014
Helbing, Dirk & Molnar, Peter. (1995). Social Force Model for Pedestrian Dynamics. Physical Review E. 51. doi:10.1103/PhysRevE.51.4282.
Helbing, D., Farkas, I. & Vicsek, T (2000). Simulating dynamical features of escape panic. Nature 407, 487–490. doi:10.1038/35035023
Hao, Y., Xu, Z., Liu, Y., Wang, J., & Fan, J. (2018). A Graphical Simulator for Modeling Complex Crowd Behaviors. 2018 22nd International Conference Information Visualisation (IV). doi:10.1109/iv.2018.00012
Huang, L., Gong, J., Li, W., Xu, T., Shen, S., Liang, J., Feng, Q., Zhang, D., & Sun, J. (2018). Social Force Model-Based Group Behavior Simulation in Virtual Geographic Environments. ISPRS International Journal of Geo-Information, 7(2), 79. doi:10.3390/ijgi7020079
Inoue, Y., Sashima, A., Ikeda, T., & Kurumatani, K. (2008). Indoor Emergency Evacuation Service on Autonomous Navigation System using Mobile Phone. 2008 Second International Symposium on Universal Communication, 79-85. doi:10.1109/isuc.2008.49
Iizuka, Y., & Iizuka, K. (2015). Disaster Evacuation Assistance System Based on Multi-agent Cooperation. 2015 48th Hawaii International Conference on System Sciences. 173-181. doi:10.1109/hicss.2015.30
Jiang, Y., Chen, B., Li, X., & Ding, Z. (2019). Dynamic navigation field in the social force model for pedestrian evacuation. Applied Mathematical Modelling. doi:10.1016/j.apm.2019.10.016
Johansson, F., Peterson, A., & Tapani, A. (2015). Waiting pedestrians in the social force model. Physica A: Statistical Mechanics and Its Applications, 419, 95–107. doi:10.1016/j.physa.2014.10.003
Juan, W., Fan, W., Yangyong, G., Jun, H., & Yuanyuan, F. (2020). An extended social force model for pedestrian evacuation under disturbance fluctuation force. International Journal of Modern Physics C, 2050102. doi:10.1142/s0129183120501028
Khan, A., Aesha, A.A., Aka, J.S., Rahman, S., & Rahman, M.J. (2018). An IoT Based Intelligent Fire Evacuation System. 2018 21st International Conference of Computer and Information Technology (ICCIT), 1-6. doi: 10.1109/ICCITECHN.2018.8631945
Li, W., Gong, J., Yu, P., Shen, S., Li, R., & Duan, Q. (2015). Simulation and analysis of congestion risk during escalator transfers using a modified social force model. Physica A: Statistical Mechanics and its Applications. 420. 28-40. doi: 10.1016/j.physa.2014.10.044.
Liu, B., Liu, H., Zhang, H., Qin, X. (2018). A social force evacuation model driven by video data, Simulation Modelling Practice and Theory 84, 190-203. doi: 10.1016/j.simpat.2018.02.007
Merkel, S. (2014). Building evacuation with mobile devices. KIT Scientific Publishing.
Moussaïd, M., Kapadia, M., Thrash, T., Sumner, R. W., Gross, M., Helbing, D., & Hölscher, C. (2016). Crowd behaviour during high-stress evacuations in an immersive virtual environment. Journal of The Royal Society Interface, 13(122), 20160414. doi:10.1098/rsif.2016.0414
Nakajima, Y., Shiina, H., Yamane, S., Ishida, T., & Yamaki, H. (2007). Disaster Evacuation Guide: Using a Massively Multiagent Server and GPS Mobile Phones. 2007 International Symposium on Applications and the Internet. doi:10.1109/saint.2007.13
O’Connor, S., Liarokapis, F., & Jayne, C. (2015). Perceived Realism of Crowd Behaviour with Social Forces. 2015 19th International Conference on Information Visualisation. doi:10.1109/iv.2015.88
Rinke, N., Schiermeyer, C., Pascucci, F., Berkhahn, V., & Friedrich, B. (2017). A multi-layer social force approach to model interactions in shared spaces using collision prediction. Transportation Research Procedia, 25, 1249–1267. doi:10.1016/j.trpro.2017.05.144
Ryu, C.-S. (2015). IoT-based Intelligent for Fire Emergency Response Systems. International Journal of Smart Home, 9(3), 161–168. doi:10.14257/ijsh.2015.9.3.15
Szwedko, J., Shaw, C., Connor, A. G., Labrinidis, A., & Chrysanthis, P. K. (2009). Demonstrating an evacuation algorithm with mobile devices using an e-scavenger hunt game. Proceedings of the Eighth ACM International Workshop on Data Engineering for Wireless and Mobile Access - MobiDE ’09. doi:10.1145/1594139.1594154
Wada, T., & Takahashi, T. (2013). Evacuation Guidance System Using Everyday Use Smartphones. 2013 International Conference on Signal-Image Technology & Internet-Based Systems. doi:10.1109/sitis.2013.140
Wang, P., Cao, S. (2018). Simulation of pedestrian evacuation strategies under limited visibility, Phys. Lett. A. doi: 10.1016/j.physleta.2018.12.2017
Wu, H., Huang, J., Guo, Z. L., & Hu, Y. G. (2013). Evacuation Simulation in the Narrow Stair with Revised Social Force Model. Applied Mechanics and Materials, 409-410, 1577–1582. doi:10.4028/www.scientific.net/amm.409-410.1577
Xu, X., Zhang, L., Sotiriadis, S., Asimakopoulou, E., Li, M., & Bessis, N. (2018). CLOTHO: A Large-Scale Internet of Things based Crowd Evacuation Planning System for Disaster Management. IEEE Internet of Things Journal, 1–1. doi:10.1109/jiot.2018.2818885
Yan, F., Jia, J., Hu, Y., Guo, Q., & Zhu, H. (2019). Smart Fire Evacuation Service Based on Internet of Things Computing for Web3D. Journal of Internet Technology, 20, 521-532.
Yuan, Z., Jia, H., Zhang, L., Bian, L. (2017). A social force evacuation model considering the effect of emergency signs, Simulation: Transactions of the Society for Modeling and Simulation International, 1-15. doi: 10.1177/0037549717741350
Zhang, L., Gao, N., Li, J., Dai, X., & Song, B. (2020). Modeling and Simulation of Subway Station Emergency Evacuation Based on Improved Social Force Model. 2020 IEEE 5th Information Technology and Mechatronics Engineering Conference (ITOEC). doi:10.1109/itoec49072.2020.9141854
Zhang, H., Liu, H., Qin, X., Liu, B. (2018). Modified two-layer social force model for emergency earthquake evacuation, Physica A 492, 1107-1119. doi: 10.1016/j.physa.2017.11.041
Zhu, K., & Shi, Q. (2016). Experimental Study on Choice Behavior of Pedestrians During Building Evacuation. Procedia Engineering, 135, 207–216. doi:10.1016/j.proeng.2016.01.110
