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Articles

Social force models for pedestrian traffic – state of the art

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Pages 625-653 | Received 26 Apr 2017, Accepted 15 Oct 2017, Published online: 05 Nov 2017

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Marcin Wozniak & Michal Dziecielski. (2023) Should I Turn or Should I Go? Simulation of Pedestrian Behaviour in an Urban Environment. Journal of Simulation 17:4, pages 462-476.
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Fatema T. Johora & Jörg P. Müller. (2021) On transferability and calibration of pedestrian and car motion models in shared spaces. Transportation Letters 13:3, pages 172-182.
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Yuzhe Liu, Libo Chen, Yusu Xu & Jingqiu Yang. (2024) Exhibition Space Circulation in Museums from the Perspective of Pedestrian Simulation. Buildings 14:3, pages 847.
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Hui Liu, Ciyun Lin, Bowen Gong & Hongchao Liu. (2023) Lane-Level and Full-Cycle Multivehicle Tracking Using Low-Channel Roadside LiDAR. IEEE Transactions on Instrumentation and Measurement 72, pages 1-12.
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Igor Derevich & Anastasiia Panova. Simulation of infection of a group of people during evacuation from a limited space in a panic. Simulation of infection of a group of people during evacuation from a limited space in a panic.
Jakob Cordes, Mohcine Chraibi, Antoine Tordeux & Andreas Schadschneider. 2023. Crowd Dynamics, Volume 4. Crowd Dynamics, Volume 4 143 178 .
Raphael Korbmacher, Alexandre Nicolas, Antoine Tordeux & Claudia Totzeck. 2023. Crowd Dynamics, Volume 4. Crowd Dynamics, Volume 4 55 80 .
John Gales, Kathryn Chin, Timothy Young, Elisabetta Carattin & Mei-Yee Man OramJohn Gales, Kathryn Chin, Timothy Young, Elisabetta Carattin & Mei-Yee Man Oram. 2023. Egress Modelling of Pedestrians for the Design of Contemporary Stadia. Egress Modelling of Pedestrians for the Design of Contemporary Stadia 55 71 .
Raphael Korbmacher & Antoine Tordeux. (2022) Review of Pedestrian Trajectory Prediction Methods: Comparing Deep Learning and Knowledge-Based Approaches. IEEE Transactions on Intelligent Transportation Systems 23:12, pages 24126-24144.
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Fatema T. Johora, Dongfang Yang, Jorg P. Muller & Umit Ozguner. (2022) On the Generalizability of Motion Models for Road Users in Heterogeneous Shared Traffic Spaces. IEEE Transactions on Intelligent Transportation Systems 23:12, pages 23084-23098.
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Debanjan Mukherjee & Gauri Wadhwa. (2022) A mesoscale agent based modeling framework for flow-mediated infection transmission in indoor occupied spaces. Computer Methods in Applied Mechanics and Engineering 401, pages 115485.
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Yifei Yuan, Young-Jun Son & Jian Liu. (2022) Bayesian Modeling of Crowd Dynamics by Aggregating Multiresolution Observations From UAVs and UGVs. IEEE Transactions on Systems, Man, and Cybernetics: Systems 52:10, pages 6406-6417.
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Gabriel Astudillo Muñoz, Veronica Gil-Costa & Mauricio Marin. (2022) Efficient simulation of natural hazard evacuation for seacoast cities. International Journal of Disaster Risk Reduction 81, pages 103300.
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Wenhan Wu, Jinghai Li, Wenfeng Yi & Xiaoping Zheng. (2022) Modeling Crowd Evacuation via Behavioral Heterogeneity-Based Social Force Model. IEEE Transactions on Intelligent Transportation Systems 23:9, pages 15476-15486.
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Wei-Li Wang, Hai-Cheng Li, Jia-Yu Rong, Qin-Qin Fan, Xin Han & Bei-Hua Cong. (2022) A modified heuristics-based model for simulating realistic pedestrian movement behavior. Chinese Physics B 31:9, pages 094501.
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Hui Zhang, Jie Xu, Limin Jia & Yihan Shi. (2022) Modelling the walking behavior of pedestrians in the junction with chamfer zone of subway station. Physica A: Statistical Mechanics and its Applications 602, pages 127656.
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Yuanqiao Wen, Wei Tao, Zhongyi Sui, Miquel Angel Piera & Rongxin Song. (2022) Dynamic model-based method for the analysis of ship behavior in marine traffic situation. Ocean Engineering 257, pages 111578.
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Wenhan Wu, Maoyin Chen, Jinghai Li, Binglu Liu & Xiaoping Zheng. (2022) An Extended Social Force Model via Pedestrian Heterogeneity Affecting the Self-Driven Force. IEEE Transactions on Intelligent Transportation Systems 23:7, pages 7974-7986.
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Xiangmin Hu, Tao Chen, Kaifeng Deng & Guanning Wang. (2022) Effects of the direction and speed strategies on pedestrian dynamics. Chaos: An Interdisciplinary Journal of Nonlinear Science 32:6.
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Gregory C. Dachner, Trenton D. Wirth, Emily Richmond & William H. Warren. (2022) The visual coupling between neighbours explains local interactions underlying human ‘flocking'. Proceedings of the Royal Society B: Biological Sciences 289:1970.
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Han Xu, Jun Zhang, Weiguo Song, Yanghui Hu, Xudong Li, Xiangxia Ren, Longnan Yang, Hang Yu & Kechun Jiang. (2022) The effect of moving obstacle on regulation of pedestrian flow in a single exit room. Journal of Statistical Mechanics: Theory and Experiment 2022:2, pages 023407.
Crossref
G. G. Amaro, E. Cristiani & M. Menci. (2022) Preventing congestion in crowd dynamics caused by reversing flow. Mathematical Modeling and Computing 9:3, pages 555-566.
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Qiujia Liu, Linjun Lu, Yijing Zhang & Miaoqing Hu. (2022) Modeling the dynamics of pedestrian evacuation in a complex environment. Physica A: Statistical Mechanics and its Applications 585, pages 126426.
Crossref
John Zacharias. (2021) Pedestrian dynamics on narrow pavements in high-density Hong Kong. Journal of Urban Management 10:4, pages 409-418.
Crossref
Peng Lu, Feier Wen, Yan Li & Dianhan Chen. (2021) Multi-agent modeling of crowd dynamics under mass shooting cases. Chaos, Solitons & Fractals 153, pages 111513.
Crossref
Xinyu Si & Lei Fang. (2021) A novel social distance model reveals the sidewall effect at bottlenecks. Scientific Reports 11:1.
Crossref
Milad Haghani. (2021) The knowledge domain of crowd dynamics: Anatomy of the field, pioneering studies, temporal trends, influential entities and outside-domain impact. Physica A: Statistical Mechanics and its Applications 580, pages 126145.
Crossref
Ke Tan, Linyao Yang, Xin Liu, Yancai Xu, Jiazhen Lin, Xiao Wang & Fei-Yue Wang. (2021) An IVC-Based Nuclear Emergency Parallel Evacuation System. IEEE Transactions on Computational Social Systems 8:4, pages 844-855.
Crossref
Alexey A. Tsukanov, Alexandra M. Senjkevich, Maxim V. Fedorov & Nikolai V. Brilliantov. (2021) How risky is it to visit a supermarket during the pandemic?. PLOS ONE 16:7, pages e0253835.
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Cong Ma, Fan Yang, Yuan Li, Huizhu Jia, Xiaodong Xie & Wen Gao. (2021) Deep Human-Interaction and Association by Graph-Based Learning for Multiple Object Tracking in the Wild. International Journal of Computer Vision 129:6, pages 1993-2010.
Crossref
Elisa Bassoli & Loris Vincenzi. (2021) Parameter Calibration of a Social Force Model for the Crowd-Induced Vibrations of Footbridges. Frontiers in Built Environment 7.
Crossref
Elhabib Moustaid & Gunnar Flötteröd. (2021) Macroscopic model of multidirectional pedestrian network flows. Transportation Research Part B: Methodological 145, pages 1-23.
Crossref
Markos Papageorgiou, Kyriakos-Simon Mountakis, Iasson Karafyllis, Ioannis Papamichail & Yibing Wang. (2021) Lane-Free Artificial-Fluid Concept for Vehicular Traffic. Proceedings of the IEEE 109:2, pages 114-121.
Crossref
Nicolau Andrés-Thió, Charl Ras, Matt Bolger & Vincent Lemiale. (2021) A study of the role of forceful behaviour in evacuations via microscopic modelling of evacuation drills. Safety Science 134, pages 105018.
Crossref
I.M. Sticco, G.A. Frank & C.O. Dorso. (2021) Social Force Model parameter testing and optimization using a high stress real-life situation. Physica A: Statistical Mechanics and its Applications 561, pages 125299.
Crossref
Basel Alhaji, Janine Beecken, Rüdiger Ehlers, Jan Gertheiss, Felix Merz, Jörg P. Müller, Michael Prilla, Andreas Rausch, Andreas Reinhardt, Delphine Reinhardt, Christian Rembe, Niels-Ole Rohweder, Christoph Schwindt, Stephan Westphal & Jürgen Zimmermann. (2020) Engineering Human–Machine Teams for Trusted Collaboration. Big Data and Cognitive Computing 4:4, pages 35.
Crossref
Carlo Liberto, Marialisa Nigro, Stefano Carrese, Livia Mannini, Gaetano Valenti & Cristiano Zarelli. (2020) Simulation framework for pedestrian dynamics: modelling and calibration. IET Intelligent Transport Systems 14:9, pages 1048-1057.
Crossref
Milad Haghani. (2020) Empirical methods in pedestrian, crowd and evacuation dynamics: Part I. Experimental methods and emerging topics. Safety Science 129, pages 104743.
Crossref
Juan Cruz Moreno, M. Leticia Rubio Puzzo & Wolfgang Paul. (2020) Collective dynamics of pedestrians in a corridor: An approach combining social force and Vicsek models. Physical Review E 102:2.
Crossref
Han Cheng, Fei Peng, Danyan Huang, Shaobo Liu, Yong Ni & Lizhong Yang. (2020) Experimental study on dynamics characteristic parameter of turning behavior in self-driven mechanism. Physica A: Statistical Mechanics and its Applications 549, pages 124497.
Crossref
Linyao Yang, Xiao Wang, Jun Jason Zhang, Min Zhou & Fei-Yue Wang. (2020) Pedestrian Choice Modeling and Simulation of Staged Evacuation Strategies in Daya Bay Nuclear Power Plant. IEEE Transactions on Computational Social Systems 7:3, pages 686-695.
Crossref
Zhe Zhang & Limin Jia. (2020) Direction-Decision Learning Based Pedestrian Flow Behavior Investigation. IEEE Access 8, pages 15027-15038.
Crossref
Qiaoru Li, Ying Liu, Zengxin Kang, Kun Li & Liang Chen. (2020) Improved social force model considering conflict avoidance. Chaos: An Interdisciplinary Journal of Nonlinear Science 30:1.
Crossref
Linyao Yang, Ke Tan, Xin Liu, Xiao Wang & Fei-Yue Wang. (2020) Grouping Methods for Facilitating Emergency Evacuations. IFAC-PapersOnLine 53:5, pages 845-850.
Crossref
Severino F. Galán. (2019) Fast Evacuation Method: Using an effective dynamic floor field based on efficient pedestrian assignment. Safety Science 120, pages 79-88.
Crossref
Jibiao Zhou, Yanyong Guo, Sheng Dong, Minjie Zhang & Tianqi Mao. (2019) Simulation of pedestrian evacuation route choice using social force model in large-scale public space: Comparison of five evacuation strategies. PLOS ONE 14:9, pages e0221872.
Crossref
Liang Ma, Bin Chen, Xiaodong Wang, Zhengqiu Zhu, Rongxiao Wang & Xiaogang Qiu. (2019) The analysis on the desired speed in social force model using a data driven approach. Physica A: Statistical Mechanics and its Applications 525, pages 894-911.
Crossref
Peng Wang & Shuchao Cao. (2019) Simulation of pedestrian evacuation strategies under limited visibility. Physics Letters A 383:9, pages 825-832.
Crossref
Mohcine Chraibi, Antoine Tordeux, Andreas Schadschneider & Armin Seyfried. 2019. Complex Dynamics of Traffic Management. Complex Dynamics of Traffic Management 649 669 .
Xiaomeng Shi, Zhirui Ye, Nirajan Shiwakoti & Offer Grembek. (2018) A State-of-the-Art Review on Empirical Data Collection for External Governed Pedestrians Complex Movement. Journal of Advanced Transportation 2018, pages 1-42.
Crossref
Mohcine Chraibi, Antoine Tordeux, Andreas Schadschneider & Armin Seyfried. 2018. Encyclopedia of Complexity and Systems Science. Encyclopedia of Complexity and Systems Science 1 22 .
Andreas Schadschneider, Mohcine Chraibi, Armin Seyfried, Antoine Tordeux & Jun Zhang. 2018. Crowd Dynamics, Volume 1. Crowd Dynamics, Volume 1 63 102 .

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