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Gihyoug Cho

Ulsan National Institute of Science and Technology · Social Sciences

About the Lab

Professor Gihyoun Cho's research lab specializes in urban sustainability, transportation behavior, and smart city technologies, with a focus on understanding the interplay between urban environments, individual mobility patterns, and technological innovations. The lab investigates how built and regional environments influence physical activity and travel behavior, particularly through the integration of GPS, accelerometers, and agent-based simulation models. It also explores the role of bike-sharing systems and public transit integration, as well as emergency evacuation modeling for large-scale industrial accidents. The lab emphasizes data-driven, interdisciplinary approaches combining urban planning, environmental health, and transportation science.

smart citiestravel behaviorurban sustainabilityGPS and accelerometer dataemergency evacuation modeling

Research Overview

Papers
45
Total Citations
936
Papers (5y)
12
Primary Field
Social Sciences

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
12total
2022
2023
2024
2025
2026
Citations per year (5y)
72total
20222023202420252026

Selected Papers

15
1
Article|194 citations·2009
The role of the built environment in explaining relationships between perceived and actual pedestrian and bicyclist safety
Gi-Hyoug Cho, Daniel A. Rodrı́guez, Asad J. Khattak
SJR Q1Accident Analysis & Prevention
Safety, Risk, Reliability and QualityEngineering
2
Article|89 citations·2010
Disaggregate Land Uses and Walking
Megan E. McConville, Daniel A. Rodrı́guez, Kelly J. Clifton, Gi-Hyoug Cho, Sheila Fleischhacker
SJR Q1American Journal of Preventive Medicine
TransportationSocial Sciences
3
Article|61 citations·2015
Exploring thresholds of built environment characteristics for walkable communities: Empirical evidence from the Seoul Metropolitan area
Hyunjoo Eom, Gi-Hyoug Cho
SJR Q1Transportation Research Part D Transport and Environment
TransportationSocial Sciences
4
Article|55 citations·2021
Understanding the linkages of smart-city technologies and applications: Key lessons from a text mining approach and a call for future research
Chiehyeon Lim, Gi-Hyoug Cho, Jeongseob Kim
SJR Q1Technological Forecasting and Social ChangeOA

There have been many attempts to transform cities into smart cities worldwide. However, it is difficult to understand and describe smart cities from different perspectives, given the widespread application of the concept of smart city in diverse disciplines, such as urban planning, electronic engineering, and computer sciences. This work conducted a comprehensive smart city literature review based on text mining of 3,315 papers on smart cities published in journals indexed in the Science Citatio

Media TechnologyEngineering
5
Article|55 citations·2021
Analysis on bike-share ridership for origin-destination pairs: Effects of public transit route characteristics and land-use patterns
Min-Jun Kim, Gi-Hyoug Cho
SJR Q1Journal of Transport GeographyOA
TransportationSocial Sciences
6
Article|53 citations·2016
Association between intersection characteristics and perceived crash risk among school-aged children
Gain Lee, Yuna Park, Jeongseob Kim, Gi-Hyoug Cho
SJR Q1Accident Analysis & PreventionOA
Safety, Risk, Reliability and QualityEngineering
7
Article|46 citations·2020
An examination of the intersection environment associated with perceived crash risk among school-aged children: using street-level imagery and computer vision
Jae-Hong Kwon, Gi-Hyoug Cho
SJR Q1Accident Analysis & Prevention
Safety, Risk, Reliability and QualityEngineering
8
Article|44 citations·2019
Announcement effects of urban regeneration plans on residential property values: Evidence from Ulsan, Korea
Gi-Hyoug Cho, Jae Hong Kim, Gain Lee
SJR Q1Cities
Economics and EconometricsEconomics, Econometrics and Finance
9
Article|44 citations·2017
Temporal and spatial variability of urban heat island by geographical location: A case study of Ulsan, Korea
Minjun Kim, Kwan-Ho Lee, Gi-Hyoug Cho
SJR Q1Building and Environment
Environmental EngineeringEnvironmental Science
10
Article|41 citations·2012
Identifying Walking Trips From GPS and Accelerometer Data in Adolescent Females
Daniel A. Rodrı́guez, Gi-Hyoug Cho, John P. Elder, Terry L. Conway, Kelly R. Evenson, Bonnie Ghosh‐Dastidar, Elizabeth Shay, Deborah A. Cohen, Sara Veblen‐Mortenson, Julie Pickrell, Leslie Lytle
SJR Q1Journal of Physical Activity and Health

BACKGROUND: Studies that have combined accelerometers and global positioning systems (GPS) to identify walking have done so in carefully controlled conditions. This study tested algorithms for identifying walking trips from accelerometer and GPS data in free-living conditions. The study also assessed the accuracy of the locations where walking occurred compared with what participants reported in a diary. METHODS: A convenience sample of high school females was recruited (N = 42) in 2007. Partici

TransportationSocial Sciences
11
Article|39 citations·2022
Examining the causal relationship between bike-share and public transit in response to the COVID-19 pandemic
Min-Jun Kim, Gi-Hyoug Cho
SJR Q1CitiesOA
TransportationSocial Sciences
12
Article|28 citations·2014
Location or design? Associations between neighbourhood location, built environment and walking
Gi-Hyoug Cho, Daniel A. Rodrı́guez
SJR Q1Urban Studies

In examining the association between environmental exposures and walking, conducting research on a neighbourhood scale has been the dominant approach whereas the association of the regional-scale environment with behaviours has rarely been explored. Because regional location and neighbourhood built environment attributes are likely to be correlated, the findings in neighbourhood-scale studies may be biased. In contrast to existing literature, this study is based on the assumption that a neighbou

TransportationSocial Sciences
13
Article|20 citations·2015
A dynamic estimation of casualties from an earthquake based on a time-use survey: applying HAZUS-MH software to Ulsan, Korea
Jong-Hwa Park, Myoungsu Shin, Gi-Hyoug Cho
SJR Q1Natural Hazards
Artificial IntelligenceComputer Science
14
Article|15 citations·2016
The influence of Korea’s green parking project on the thermal environment of a residential street
Jong-Hwa Park, Jeongseob Kim, Dong Keun Yoon, Gi-Hyoug Cho
SJR Q1Habitat International
Environmental EngineeringEnvironmental Science
15
Article|14 citations·2020
Influence of Evacuation Policy on Clearance Time under Large-Scale Chemical Accident: An Agent-Based Modeling
Min-Jun Kim, Gi-Hyoug Cho
SJR Q2International Journal of Environmental Research and Public HealthOA

Large-scale chemical accidents that occur near areas with large populations can cause significant damage not only to employees in a workplace but also to residents near the accident site. Despite the increasing frequency and severity of chemical accidents, few researchers have argued for the necessity of developing scenarios and simulation models for these accidents. Combining the TRANSIMS (Transportation Analysis and Simulation System) agent-based model with the ALOHA (Areal Location of Hazardo

Ocean EngineeringEngineering

Research Areas

TransportationSafety, Risk, Reliability and QualityEconomics and EconometricsEnvironmental EngineeringAerospace EngineeringArtificial Intelligence

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