Inflow process of pedestrians to a confined space
Takahiro Ezaki, Kazumichi Ohtsuka, Mohcine Chraibi, Maik Boltes,, Daichi Yanagisawa, Armin Seyfried, Andreas Schadschneider, and Katsuhiro, Nishinari

TL;DR
This study investigates how pedestrians choose positions when entering confined spaces, revealing psychological factors influencing movement and proposing a model to predict preferences for improved urban space design.
Contribution
It introduces a novel experimental approach to analyze pedestrian inflow and identifies key psychological factors affecting spatial preferences, expanding beyond traditional interaction models.
Findings
Pedestrians show a preference for corner positions near boundaries.
Four factors—flow avoidance, distance cost, angle cost, boundary preference—affect spatial choices.
A simple model based on these factors reproduces observed preference patterns.
Abstract
To better design safe and comfortable urban spaces, understanding the nature of human crowd movement is important. However, precise interactions among pedestrians are difficult to measure in the presence of their complex decision-making processes and many related factors. While extensive studies on pedestrian flow through bottlenecks and corridors have been conducted, the dominant mode of interaction in these scenarios may not be relevant in different scenarios. Here, we attempt to decipher the factors that affect human reactions to other individuals from a different perspective. We conducted experiments employing the inflow process in which pedestrians successively enter a confined area (like an elevator) and look for a temporary position. In this process, pedestrians have a wider range of options regarding their motion than in the classical scenarios; therefore, other factors might…
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