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Development of a system to steer crowds through imperceptible modifications of the surrounding environment

Research Project

Project/Area Number 20K14992
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 25020:Safety engineering-related
Research InstitutionThe University of Tokyo

Principal Investigator

Feliciani Claudio  東京大学, 先端科学技術研究センター, 特任准教授 (40870035)

Project Period (FY) 2020-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2022: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2021: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2020: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywordscrowd / swarm / collective behavior / emergent behavior / complex systems / environment / nudge / steering / soldier crab / light / soundscape / self-organization / behavior / color / sound / cognition / animal behavior
Outline of Research at the Start

This research aims at creating a control strategy for pedestrian traffic able to influence the motion of crowds in an imperceptible way through subtle changes of the surrounding environment. Color, light intensity, optical/sound effects or a combination of them will be investigated as potential steering methods.
To help understanding the interaction between human crowds and the surrounding environment, two species of animals showing very peculiar characteristics will be also studied: soldier crabs' swarm adaption in regard to moving light and the behavior of bees in relation to nest relocation.

Outline of Final Research Achievements

This research aimed to understand whether it is possible to influence crowd motion by using minor environmental stimuli (light, color, etc.). It has been found that, in a limited extent, such an approach is possible. However, both crowd density and interaction time (with the environment) play an important role. Furthermore, a density which allows interactions between people is needed and time must be long enough to allow the emergence of self-organization.
The conclusions could be obtained through several experiments and by examining old data through intuitions found while working on this research. An experiment unsuccessfully attempted to steer individuals in a familiar environment. But, experiments with animals swarms helped providing some hints on conditions where steering may work. Results showed that at medium densities optimal steering found. By revisiting old experiments it was hinted that, in controlled conditions, interaction between people is needed for an effective steering.

Academic Significance and Societal Importance of the Research Achievements

This research has helped showing that unconventional ways to steer people are viable. In addition, it also showed that by working on areas of research which are different and complementary (human crowds and animal swarms here) can help to create a robust theory and formulate more likely hypotheses.

Report

(4 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Research-status Report
  • 2020 Research-status Report
  • Research Products

    (32 results)

All 2023 2022 2021 2020 Other

All Journal Article (14 results) (of which Int'l Joint Research: 14 results,  Peer Reviewed: 14 results,  Open Access: 10 results) Presentation (15 results) (of which Int'l Joint Research: 15 results,  Invited: 1 results) Book (1 results) Remarks (2 results)

  • [Journal Article] Macroscopic and microscopic dynamics of a pedestrian cross-flow: Part II, modelling2023

    • Author(s)
      Zanlungo Francesco、Feliciani Claudio、Yucel Zeynep、Nishinari Katsuhiro、Kanda Takayuki
    • Journal Title

      Safety Science

      Volume: 158 Pages: 105969-105969

    • DOI

      10.1016/j.ssci.2022.105969

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Macroscopic and microscopic dynamics of a pedestrian cross-flow: Part I, experimental analysis2023

    • Author(s)
      Zanlungo Francesco、Feliciani Claudio、Yucel Zeynep、Nishinari Katsuhiro、Kanda Takayuki
    • Journal Title

      Safety Science

      Volume: 158 Pages: 105953-105953

    • DOI

      10.1016/j.ssci.2022.105953

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A pure number to assess “congestion” in pedestrian crowds2023

    • Author(s)
      Zanlungo Francesco、Feliciani Claudio、Yucel Zeynep、Jia Xiaolu、Nishinari Katsuhiro、Kanda Takayuki
    • Journal Title

      Transportation Research Part C: Emerging Technologies

      Volume: 148 Pages: 104041-104041

    • DOI

      10.1016/j.trc.2023.104041

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Modeling and controlling congestion caused by a bottleneck in an overcrowded aquarium2023

    • Author(s)
      Kawaguchi Riho、Yanagisawa Daichi、Feliciani Claudio、Nozaki Shigeto、Abe Yukari、Mita Makiko、Nishinari Katsuhiro
    • Journal Title

      Physica A: Statistical Mechanics and its Applications

      Volume: 615 Pages: 128547-128547

    • DOI

      10.1016/j.physa.2023.128547

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Social aspects of collision avoidance: a detailed analysis of two-person groups and individual pedestrians2023

    • Author(s)
      Adrien Gregorj, Zeynep Yucel, Francesco Zanlungo, Claudio Feliciani, Takayuki Kanda
    • Journal Title

      Scientific Reports

      Volume: - Issue: 1 Pages: 5756-5756

    • DOI

      10.1038/s41598-023-32883-z

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Trends in crowd accidents based on an analysis of press reports2023

    • Author(s)
      Feliciani Claudio、Corbetta Alessandro、Haghani Milad、Nishinari Katsuhiro
    • Journal Title

      Safety Science

      Volume: 164 Pages: 106174-106174

    • DOI

      10.1016/j.ssci.2023.106174

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Revisiting the level-of-service framework for pedestrian comfortability: Velocity depicts more accurate perceived congestion than local density2022

    • Author(s)
      Jia Xiaolu、Feliciani Claudio、Murakami Hisashi、Nagahama Akihito、Yanagisawa Daichi、Nishinari Katsuhiro
    • Journal Title

      Transportation Research Part F: Traffic Psychology and Behaviour

      Volume: 87 Pages: 403-425

    • DOI

      10.1016/j.trf.2022.04.007

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Spontaneous behavioral coordination between avoiding pedestrians requires mutual anticipation rather than mutual gaze2022

    • Author(s)
      Murakami Hisashi、Tomaru Takenori、Feliciani Claudio、Nishiyama Yuta
    • Journal Title

      iScience

      Volume: 25 Issue: 11 Pages: 105474-105474

    • DOI

      10.1016/j.isci.2022.105474

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Pedestrian lane formation and its influence on egress efficiency in the presence of an obstacle2021

    • Author(s)
      Jia Xiaolu、Murakami Hisashi、Feliciani Claudio、Yanagisawa Daichi、Nishinari Katsuhiro
    • Journal Title

      Safety Science

      Volume: 144 Pages: 105455-105455

    • DOI

      10.1016/j.ssci.2021.105455

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Verifying the applicability of a pedestrian simulation model to reproduce the effect of exit design on egress flow under normal and emergency conditions2021

    • Author(s)
      Shi Xiaomeng、Xue Shuqi、Feliciani Claudio、Shiwakoti Nirajan、Lin Junkai、Li Dawei、Ye Zhirui
    • Journal Title

      Physica A: Statistical Mechanics and its Applications

      Volume: 562 Pages: 125347-125347

    • DOI

      10.1016/j.physa.2020.125347

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Incentive-based experiments to characterize pedestrians’ evacuation behaviors under limited visibility2021

    • Author(s)
      Xue Shuqi、Shi Xiaomeng、Jiang Rui、Feliciani Claudio、Liu Yuhan、Shiwakoti Nirajan、Li Dawei
    • Journal Title

      Safety Science

      Volume: 133 Pages: 105013-105013

    • DOI

      10.1016/j.ssci.2020.105013

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Mutual anticipation can contribute to self-organization in human crowds2021

    • Author(s)
      Murakami Hisashi、Feliciani Claudio、Nishiyama Yuta、Nishinari Katsuhiro
    • Journal Title

      Science Advances

      Volume: 7 Issue: 12 Pages: 1-9

    • DOI

      10.1126/sciadv.abe7758

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Systematic experimental investigation of the obstacle effect during non-competitive and extremely competitive evacuations2020

    • Author(s)
      Feliciani Claudio、Zuriguel Iker、Garcimart?n Angel、Maza Diego、Nishinari Katsuhiro
    • Journal Title

      Scientific Reports

      Volume: 10 Issue: 1 Pages: 1-20

    • DOI

      10.1038/s41598-020-72733-w

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A system for efficient egress scheduling during mass events and small-scale experimental demonstration2020

    • Author(s)
      Murakami Hisashi、Feliciani Claudio、Shimura Kenichiro、Nishinari Katsuhiro
    • Journal Title

      Royal Society Open Science

      Volume: 7 Issue: 12 Pages: 201465-201465

    • DOI

      10.1098/rsos.201465

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] Stimulus-Induced Swarming in Soldier Crabs2022

    • Author(s)
      Feliciani Claudio
    • Organizer
      ACRI2022
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] “Nudging” crowds: When it works, when it doesn’t and why2022

    • Author(s)
      Feliciani Claudio
    • Organizer
      TGF2022
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Two types of bottlenecks in leisure facilities: bottlenecks caused by attractiveness and structural problem - A case study in a large-scale aquarium2022

    • Author(s)
      Kawaguchi Riho
    • Organizer
      TGF2022
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Density dependence of stripe formation in a cross-flow2022

    • Author(s)
      Zanlungo Francesco
    • Organizer
      TGF2022
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effects of Urban Landscape and Soundscape on Driving Behavior2022

    • Author(s)
      Nagahama Akihito
    • Organizer
      CogSIMA2022
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Modeling of pedestrian flow passing through the obstacle bottleneck - a mathematical approach2022

    • Author(s)
      Jia Xiaolu
    • Organizer
      ICTTE2022
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Social groups in pedestrian crowds: to what extent can we model and predict their behaviour?2021

    • Author(s)
      Claudio Feliciani, Kazumichi Ohtsuka, Hisashi Murakami, Giuseppe Vizzari and Katsuhiro Nishinari
    • Organizer
      International Conference on Pedestrian and Evacuation Dynamics (PED2021)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Analysis of visitors’ behaviour in an Aquarium with a fixed one-way route2021

    • Author(s)
      Riho Kawaguchi, Claudio Feliciani, Daichi Yanagisawa, Shigeto Nozaki, Yukari Abe, Makiko Mita and Katsuhiro Nishinari
    • Organizer
      International Conference on Pedestrian and Evacuation Dynamics (PED2021)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Measuring the pedestrian congestion at Shinjuku Station - the world’s busiest railway station2021

    • Author(s)
      Xiaolu Jia, Claudio Feliciani, Sakurako Tanida and Katsuhiro Nishinari
    • Organizer
      International Conference on Pedestrian and Evacuation Dynamics (PED2021)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Effect of configuration of passengers on alighting time in train stations2021

    • Author(s)
      Naoya Fujiki, Daichi Yanagisawa, Akihiro Fujita, Claudio Feliciani and Katsuhiro Nishinari
    • Organizer
      International Conference on Pedestrian and Evacuation Dynamics (PED2021)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Crowd congestion number2021

    • Author(s)
      Francesco Zanlungo, Claudio Feliciani, Zeynep Yucel, Katsuhiro Nishinari and Takayuki Kanda
    • Organizer
      International Conference on Pedestrian and Evacuation Dynamics (PED2021)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] On the influence of group social relation on the dynamics of pedestrians outside the group2021

    • Author(s)
      Zeynep Yucel, Francesco Zanlungo, Claudio Feliciani and Takayuki Kanda
    • Organizer
      International Conference on Pedestrian and Evacuation Dynamics (PED2021)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] The merging crowd2021

    • Author(s)
      Claudio Feliciani
    • Organizer
      International Conference on Pedestrian and Evacuation Dynamics (PED2021)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Modelling and simulation of visitors' behaviour in an Aquarium with a fixed one-way route2021

    • Author(s)
      Riho Kawaguchi, Daichi Yanagisawa, Claudio Feliciani, Shigeto Nozaki, Yukari Abe, Makiko Mita and Katsuhiro Nishinari
    • Organizer
      JMC17
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Mutual anticipation in human crowds2021

    • Author(s)
      Hisashi Murakami, Claudio Feliciani, Yuta Nishiyama and Katsuhiro Nishinari
    • Organizer
      SWARM2021
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Book] Introduction to Crowd Management2021

    • Author(s)
      Claudio Feliciani, Kenichiro Shimura, Katsuhiro Nishinari
    • Total Pages
      303
    • Publisher
      Springer Cham
    • ISBN
      9783030900113
    • Related Report
      2021 Research-status Report
  • [Remarks] Weather and hive conditions in Ginza (urban)

    • URL

      http://www.claudiofeliciani.online/bees_project/ginpachi/front_en.php

    • Related Report
      2022 Annual Research Report
  • [Remarks] Weather and hive conditions in Fujinomiya (rural)

    • URL

      http://www.claudiofeliciani.online/bees_project/fujinomiya/front_en.php

    • Related Report
      2022 Annual Research Report

URL: 

Published: 2020-04-28   Modified: 2024-01-30  

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