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On the Modeling of Traffic and Crowds: A Survey of Models, Speculations, and Perspectives

16 references·16 citing·23 second hopsampled

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References

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1971PEDESTRIAN PLANNING AND DESIGN1,247 cited
2007Dynamics of crowd disasters: An empirical study1,198 cited
2002A continuum theory for the flow of pedestrians1,123 cited
2006Continuum crowds907 cited
2003Pedestrian route-choice and activity scheduling theory and models854 cited
2001Self-Organizing Pedestrian Movement788 cited
1971The Statistics of Crowd Fluids667 cited
2005The fundamental diagram of pedestrian movement revisited666 cited
2002T HE F LOW OF H UMAN C ROWDS664 cited
2009Experimental study of the behavioural mechanisms underlying self-organization in human crowds546 cited
1999Jamming transition in pedestrian counter flow536 cited
1974On the fluid mechanics of human crowd motion398 cited
2008A STATISTICAL MODEL OF CRIMINAL BEHAVIOR394 cited

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Cited by

2018Survey on traffic prediction in smart cities331 cited
2019Vehicular traffic, crowds, and swarms: From kinetic theory and multiscale methods to applications and research perspectives252 cited
2019A review of cellular automata models for crowd evacuation216 cited
2011A CLASS OF NONLOCAL MODELS FOR PEDESTRIAN TRAFFIC195 cited
2022Review of Pedestrian Trajectory Prediction Methods: Comparing Deep Learning and Knowledge-Based Approaches195 cited
2012MODELING CROWD DYNAMICS FROM A COMPLEX SYSTEM VIEWPOINT167 cited
2016Human behaviours in evacuation crowd dynamics: From modelling to “big data” toward crisis management137 cited
2013A Hierarchy of Heuristic-Based Models of Crowd Dynamics127 cited
2013From the Microscale to Collective Crowd Dynamics122 cited
2019State-of-the-Art Pedestrian and Evacuation Dynamics116 cited
2016Invisible Control of Self-Organizing Agents Leaving Unknown Environments110 cited
2012Nonlocal Crowd Dynamics Models for Several Populations109 cited
2016A landscape of crowd-management support: An integrative approach106 cited
2021Managing crowded museums: Visitors flow measurement, analysis, modeling, and optimization106 cited
2014Game theory in models of pedestrian room evacuation100 cited
2016On current crowd management practices and the need for increased situation awareness, prediction, and intervention91 cited