Inhi Kim
연구책임자 · 부교수Director, Associate Professor
Transport modelling & simulation · Mobility AI · Digital twin · Sustainable transport systems
- 2023–Associate Professor, Cho Chun Shik Graduate School of Mobility, KAIST
- 2024–Adjunct Professor, New York University (C2SMARTER)
- 2020–Adjunct Senior Lecturer, Monash University
- 2020–2022Associate Professor, Kongju National University
- 2019–2020Senior Lecturer, Dept. of Civil Engineering, Monash University
- 2015–2018Lecturer, Dept. of Civil Engineering, Monash University
- 2014Ph.D. in Civil Engineering, The University of Queensland
- 2007-2012Transport Engineer & Planner, PTV Group (Australia · Germany · UAE · Korea)
논문 실적Publication record85
2026
- Impact of C-V2X-enabled stop/go advisory system on driving behavior in yellow-light dilemmas: evidence from a bivariate copula model
Shi Ye, Taeho Oh, Yasir Ali, Inhi Kim, Seunghee Park, Tiantian Chen
저널journalAnalytic Methods in Accident Research
- Built Environment Determinants of E-Scooter Route Deviations: A Macro- and Micro-Scale Analysis
Gyounghoon Chun, Kaihan Zhang, Reuben Tamakloe, Taeho Oh, Inhi Kim
저널journalCities
- Identifying critical urban traffic risks for autonomous vehicle crash severity
Changhun Kim, Junghwa Kim, Inhi Kim
저널journalJournal of Transportation Safety & Security
- From anxiety to advantage: a multi-year longitudinal evidence of behavioral and spatial adaptation in electric ride-hailing
Zechao Ma, Tianqi Gu, Graham Currie, Long Cheng, Inhi Kim
저널journalTravel Behaviour and Society
- Integrating deep learning–based motion prediction into extreme value theory: Incorporating motion heterogeneity and interaction behavior into crash risk estimation
Tengfeng Lin, Tiantian Chen, Inhi Kim
저널journalAnalytic Methods in Accident Research
- How vehicle-to-grid configurations shape plug-in electric vehicle purchase intentions: Evidence of non-transferable effects
Reuben Tamakloe, Livingstone Divine Caesar, Inhi Kim
저널journalTechnological Forecasting and Social Change
- When feeling safe becomes risky: A VR-EEG-computer vision framework for analyzing cyclist safety in dynamic traffic environment
Lurong Xu, Tengfeng Lin, Steve O’Hern, Alexa Delbosc, Zhuo Chen, Inhi Kim, Shuli Luo
저널journalAccident Analysis & Prevention
- What makes older adults transfer? built environment drivers of metro–bus interchange: a case of Suzhou, Jiangsu, China
Hyungchul Chung, Tianqi Gu, Kaihan Zhang, Inhi Kim, Xiang Wang, Long Cheng
저널journalCase Studies on Transport Policy
- Embodied Intelligence at Scale: Cross-Platform Transfer and Large-Scale Sensing in Autonomous Mobility
Yiping Yan, Ying Yang, Inhi Kim
저널journalCommunications in Transportation Research
- Evaluation of Pedestrian Future Conflict at Non-Signalized Intersections Based on Probabilistic Trajectory Prediction
Tengfeng Lin, Zhixiong Jin, Hwasoo Yeo, Inhi Kim
저널journalIEEE Transactions on Intelligent Transportation Systems
- Scalable and interoperable C-V2X framework for real-time intelligent decision support in autonomous mobility
Taeho Oh, Eric Min Kim, Thanh-Tung Nguyen, Hyeonjun Jeong, Yoojin Choi, Lucas Liebe, Seonmyeong Lee, Hanbin Jang, Gyounghoon Chun, Inhi Kim, Kitae Jang, Heejin Ahn, Dongsuk Kum, In Gwun Jang, Dongman Lee
저널journalCommunications in Transportation Research
- Determinants of battery electric vehicle adoption concerns: insights from commercial fleet owners
Reuben Tamakloe, Linus Dinam Caesar, Inhi Kim
저널journalTransportation Research Part A: Policy and Practice 205, 104874
- Micro Mobility Safety Challenges: A Study on Drivers Overtaking Bicycles and E-Scooters in Relation to Road Conditions and Prior Riding Experience
Hyunchul Park, Taeho Oh, Jaehyuck Lim, Inhi Kim
저널journalTransportation Research Part F: Traffic Psychology and Behaviour 117, 103482
- Who waits longer to pick you up? behavioral and spatial inequities in ride-hailing pickup time based on real-world platform data
Jiaqi Zhang, Junfeng Jiao, Xin Wang, Inhi Kim, Tianqi Gu
저널journalTravel Behaviour and Society 43, 101224
- Does the streetscape built environment matter in explaining crash injury severity among older adults?
Kaihan Zhang, Bo Chen, Reuben Tamakloe, Yang Bai, Inhi Kim
저널journalJournal of Transport Geography 131, 104540
- Platform-induced time-space trade-offs in ride-hailing: Multi-homing as a response to operational constraints
Chutian Zhuang, Tianqi Gu, Inhi Kim, Hyungchul Chung, Kaihan Zhang
저널journalJournal of Transport Geography 131, 104533
- Social-psychological determinants and nonlinear thresholds: behavioral insights into urban air mobility adoption as an airport shuttle
Kaihan Zhang, Xiaoyu Liu, Qihao Cui, Xueting Gao, Mengqiu Cao, Inhi Kim
저널journalTransportation Research Part A: Policy and Practice 205, 104856
- Managing coexistence between taxis and ride-hailing services: A longitudinal case study of operational strategies and policy implications
Tianqi Gu, Inhi Kim, Lei Cheng
저널journalCase Studies on Transport Policy, 101718
2025
- The impact of information delivery systems in tunnels depending on lighting intensity and speed limit
Jaehyuck Lim, Hyunchul Park, Taeho Oh, Inhi Kim
저널journalTunnelling and Underground Space Technology 157, 106365
- Enhanced trajectory reconstruction from sparse and noisy GPS data: A progressive chunked transformer approach
Yuting Liu, Qingyuan Li, Inhi Kim
저널journalCommunications in Transportation Research 5, 100200
- Pattern recognition in crash clusters involving vehicles with advanced driving technologies
Reuben Tamakloe, Mahdi Khorasani, Subasish Das, Inhi Kim
저널journalAccident Analysis & Prevention 218, 108072
- How do the drivers react to different C-V2X-based communication conditions in dilemma zones? A driving simulator study
Shi Ye, Tiantian Chen, Oscar Oviedo-Trespalacios, Yasir Ali, Taeho Oh, Inhi Kim
저널journalAccident Analysis & Prevention 221, 108208
- Differences in injury severities between elderly and non-elderly taxi driver at-fault crashes: Temporal instability and out-of-sample prediction
Reuben Tamakloe, Mahdi Khorasani, Inhi Kim
저널journalAccident Analysis & Prevention 211, 107865
- Carbon savings in ride-pooling: A data-driven, route-based analysis from East Asia
Zhonghui Jiang, Tianqi Gu, Jiaqi Zhang, Hyungchul Chung, Inhi Kim
저널journalTransportation Research Part D: Transport and Environment 144, 104764
- Synergistic role of audio-visual perceptions in promoting bikeshare for active travel
Kaihan Zhang, Qunshan Song, Hui Ma, Waishan Qiu, Mei Li, Inhi Kim
저널journalTransportation Research Part D: Transport and Environment 145, 104806
- Taxi in competition with online car-hailing drivers: policy implication to operating strategies
Tianqi Gu, Weiping Xu, Peiran Shi, Rongrong Wang, Inhi Kim
저널journalMultimodal Transportation 3 (2), 100129
- EcoMRL: Deep Reinforcement Learning-Based Traffic Signal Control for Urban Air Quality
Jaeeun Jung, Inhi Kim, Jinwon Yoon
저널journalInternational Journal of Sustainable Transportation 19 (8), 720-729
- Sequential Decomposition and Attribution for Trajectory Forecasting
Yuting Liu, Inhi Kim
저널journalKnowledge-Based Systems, 115204
- Impact of COVID-19 pandemic on characteristic of bike-sharing systems near metro and bus stations
Fatemeh Nourmohammadi, Zahra Nourmohammadi, Inhi Kim, Heechan Kang
저널journalInternational Journal of Urban Sciences 29 (3), 563-581
- Free interchange for better transit? Assessing the multi-dimensional impacts on metro to bus interchange behavior − insights from an explainable machine learning method
Tianqi Gu, Kaihan Zhang, Weiping Xu, Chutian Zhuang, Zhonghui Jiang, Inhi Kim, Hyungchul Chung
저널journalTravel Behaviour and Society 38, 100923
2024
- Advancements and prospects in multisensor fusion for autonomous driving
Chengzhong Tu, Lei Wang, Jaehyuck Lim, Inhi Kim
저널journalJournal of Intelligent and Connected Vehicles 7 (4), 245-247
- Exploring fatal/severe pedestrian injury crash frequency at school zone crash hotspots: using interpretable machine learning to assess the micro-level street environment
Kaihan Zhang, Reuben Tamakloe, Mengqiu Cao, Inhi Kim
저널journalJournal of Transport Geography 121, 104034
- Understanding shared bike usages toward metros with fewer physical road separations
Tianqi Gu, Inhi Kim, Graham Currie, Weiping Xu
저널journalCase Studies on Transport Policy 18, 101281
- Machine learning application to seismic site classification prediction model using Horizontal-to-Vertical Spectral Ratio (HVSR) of strong-ground motions
Francis G Phi, Bumsu Cho, Jungeun Kim, Hyungik Cho, Yun Wook Choo, Dookie Kim, Inhi Kim
저널journalGeomechanics & Engineering 37 (6), 539-554
- Questioning penalties and road safety Policies: Are they enough to deter risky motorcyclist Behavior?
Duy Quy Nguyen-Phuoc, Nhat Xuan Mai, Inhi Kim, Oscar Oviedo-Trespalacios
저널journalAccident Analysis & Prevention 207, 107756
- Temporal instability of the determinants of fatal/severe elderly pedestrian injury outcomes in intersections and non-intersections before, during, and after the COVID-19 pandemic
Reuben Tamakloe, Kaihan Zhang, Inhi Kim
저널journalAccident Analysis & Prevention 205, 107676
- Enhancing mutual understanding of e-scooter user's perspective in overtaking maneuver through replaying own driving trajectory
Taeho Oh, Jaehyuck Lim, Reuben Tamakloe, Zhibin Li, Inhi Kim
저널journalAccident Analysis & Prevention 207, 107750
- Does built environment have impact on traffic congestion?—A bootstrap mediation analysis on a case study of Melbourne
Dongyang Xiao, Inhi Kim, Nan Zheng
저널journalTransportation Research Part A: Policy and Practice 190, 104297
- Critical risk factors associated with fatal/severe crash outcomes in personal mobility device rider at-fault crashes: A two-step inter-cluster rule mining technique
Reuben Tamakloe, Kaihan Zhang, Ahmed Hossain, Inhi Kim, Shin Hyoung Park
저널journalAccident Analysis & Prevention 199, 107527
- Effects of driver's braking behavior by the real-time pedestrian scale warning system
Hyunchul Park, Taeho Oh, Inhi Kim
저널journalAccident Analysis & Prevention 205, 107685
2023
- Missing data imputation for transfer passenger flow identified from in-station WiFi systems
Wenhua Jiang, Nan Zheng, Inhi Kim
저널journalTransportmetrica B: Transport Dynamics 11 (1), 325-342
- Distributional prediction of short-term traffic using neural networks
Bo Wang, Hai L Vu, Inhi Kim, Chen Cai
저널journalEngineering Applications of Artificial Intelligence 126, 107061
- Large-Scale Network Imputation and Prediction of Traffic Volume Based on Multi-Source Data Collection System
Donghyun Kwon, Changhee Lee, Heechan Kang, Inhi Kim
저널journalTransportation Research Record 2677 (9), 30-42
- A deep spatiotemporal approach in maritime accident prediction: A case study of the territorial sea of South Korea
Zahra Nourmohammadi, Fatemeh Nourmohammadi, Inhi Kim, Shin Hyoung Park
저널journalOcean Engineering 270, 113565
- A UWB/INS Trajectory Tracking System Application in a Cycling Safety Study
Sicong Zhu, Hao Yue, Tatsuto Suzuki, Inhi Kim, Lei Yu, Qing Lan
저널journalSensors 23 (7), 3629
2022
- Driving Risk Analysis Based on Driving Experience at Hook-Turn Intersection Using the Emerging Virtual Reality Technology
Taeho Oh, Yanping Xu, Zhibin Li, Inhi Kim
저널journalJournal of Advanced Transportation 2022 (1), 8929826
- Short-term traffic flow prediction in bike-sharing networks
Bo Wang, Hai L. Vu, Inhi Kim, Chen Cai
저널journalJournal of intelligent transportation systems 26 (4), 461-475
- Connected Autonomous Vehicles Intersection Capacity Analysis Considering HCM 7th: Case Study of Jeju Innovation City
Yegi Yoo, Inhi Kim
저널journalJournal of Korean Society of Transportation 40 (6), 879-894
- Recent advances in understanding the impact of built environment on traffic performance
Dong Xiao, Inhi Kim, Nan Zheng
저널journalMultimodal Transportation 1 (4), 100034
- Are shared streets acceptable to pedestrians and drivers? Evidence from Virtual Reality experiments
Lurong Xu, Taeho Oh, Inhi Kim, Xiaojian Hu
저널journalPLoS one 17 (4), e0266591
- A Study on Validation of Omnidirectional VR Treadmill by Comparison of Spatial Orientation Skills
Hyunchul Park, Taeho Oh, Inhi Kim
저널journalThe Journal of The Korea Institute of Intelligent Transport Systems 21 (5)
- Comprehensive Analysis of Traffic Accidents in Seoul: Major Factors and Types Affecting Injury Severity
Hyeonchoel Jeong, Inhi Kim, Keejun Han, Jungeun Kim
저널journalApplied Sciences 12 (4), 1790
- Measuring users’ satisfaction of the road network using structural equation modeling
Khaled Shaaban, Kiran Shakeel, Taha Hossein Rashidi, Inhi Kim
저널journalInternational journal of sustainable transportation 16 (9), 792-803
2021
- The two-wheeled renaissance in China—an empirical review of bicycle, E-bike, and motorbike development
Tianqi Gu, Inhi Kim, Graham Currie
저널journalInternational journal of sustainable transportation 15 (4), 239-258
- Applications of brain imaging methods in driving behaviour research
Milad Haghani, Michiel C.J. Bliemer, Bilal Farooq, Inhi Kim, Zhibin Li, Cheol Oh, Zahra Shahhoseini, Hamish MacDougall
저널journalAccident Analysis & Prevention 154, 106093
- Examining the effects of the built environment on topological properties of the bike-sharing network in Suzhou, China
Chunliang Wu, Hyungchul Chung, Zhiyuan Liu, Inhi Kim
저널journalInternational Journal of Sustainable Transportation 15 (5), 338-350
- Revealing the hidden features in traffic prediction via entity embedding
Bo Wang, Khaled Shaaban, Inhi Kim
저널journalPersonal and Ubiquitous Computing 25 (1), 21-31
- High-resolution simulation-based analysis of leading vehicle acceleration profiles at signalized intersections for emission modeling
Sicong Zhu, Inhi Kim, Keechoo Choi
저널journalInternational Journal of Sustainable Transportation 15 (5), 375-385
- The effects of built environment spatial variation on bike-sharing usage: A case study of Suzhou, China
Chunliang Wu, Inhi Kim, Hyungchul Chung
저널journalCities 110, 103063
- Volume Delay Function Calibration Based on GPS Trajectory Data
Jaeeun Jung, Taeho Oh, Inhi Kim
저널journalJournal of Korean Society of Transportation 39 (4), 399-408
- Severity analysis of red-light-running-related crashes using structural equation modeling
Khaled Shaaban, Iman Gharraie, Emanuele Sacchi, Inhi Kim
저널journalJournal of Transportation Safety & Security 13 (3), 278-297
2020
- Battery-swapping facility planning for electric buses with local charging systems
Kun An, Wentao Jing, Inhi Kim
저널journalInternational Journal of Sustainable Transportation 14 (7), 489-502
- A parallel computing framework for solving user equilibrium problem on computer clusters
Xinyuan Chen, Zhiyuan Liu, Inhi Kim
저널journalTransportmetrica A: Transport Science 16 (3), 550-573
- Analyzing the structural properties of bike-sharing networks: Evidence from the United States, Canada, and China
Chunliang Wu, Inhi Kim
저널journalTransportation Research Part A: Policy and Practice 140, 52-71
2019
- Measuring immediate impacts of a new mass transit system on an existing bike-share system in China
Tianqi Gu, Inhi Kim, Graham Currie
저널journalTransportation research part A: policy and practice 124, 20-39
- Multimodal accessibility-based equity assessment of urban public facilities distribution
Behnam Tahmasbi, Mohammad Hadi Mansourianfar, Hossein Haghshenas, Inhi Kim
저널journalSustainable Cities and Society 49, 101633
- To be or not to be dockless: Empirical analysis of dockless bikeshare development in China
Tianqi Gu, Inhi Kim, Graham Currie
저널journalTransportation Research Part A: Policy and Practice 119, 122-147
- Analysis of the Influencing Factors of Carpooling Schemes
Kai Huang, Zhiyuan Liu, Inhi Kim, Yong Zhang, Ting Zhu
저널journalIEEE Intelligent Transportation Systems Magazine 11 (3), 200-208
- Analysis of the acceptance of park-and-ride by users: A cumulative logistic regression approach
Kai Huang, Zhiyuan Liu, Ting Zhu, Inhi Kim, Kun An
저널journalJournal of Transport and Land Use 12 (1), 637-647
2018
- Modelling Rail-Based Park and Ride with Environmental Constraints in a Multimodal Transport Network
Xinyuan Chen, Inhi Kim
저널journalJournal of Advanced Transportation 2018 (1), 2310905
- Remote park-and-ride network equilibrium model and its applications
Zhiyuan Liu, Xinyuan Chen, Qiang Meng, Inhi Kim
저널journalTransportation Research Part B: Methodological 117, 37-62
- Congestion patterns of electric vehicles with limited battery capacity
Wentao Jing, Mohsen Ramezani, Kun An, Inhi Kim
저널journalPlos one 13 (3), e0194354
- Modelling the net traffic congestion impact of bus operations in Melbourne
Duy Q. Nguyen-Phuoc, Graham Currie, Chris De Gruyter, Inhi Kim, William Young
저널journalTransportation Research Part A: Policy and Practice 117, 1-12
- Traffic crash analysis with point-of-interest spatial clustering
Ruo Jia, Anish Khadka, Inhi Kim
저널journalAccident Analysis & Prevention 121, 223-230
2017
- Location Design of Electric Vehicle Charging Facilities: A Path-Distance Constrained Stochastic User Equilibrium Approach
Wentao Jing, Kun An, Mohsen Ramezani, Inhi Kim
저널journalJournal of advanced transportation 2017 (1), 4252946
- Predicting Urban Railway Level Crossing Closure Times
Graham Rose, Inhi Kim, T. B. Kularatne
저널journalJournal of the Eastern Asia Society for Transportation Studies 12, 1328-1345
2016
- Study of Mandatory Lane Change Execution Behavior Model for Heavy Vehicles and Passenger Cars
Xiaoying Cao, William Young, Majid Sarvi, Inhi Kim
저널journalTransportation Research Record 2561 (1), 73-80
- Electric vehicles: A review of network modelling and future research needs
Wentao Jing, Yadan Yan, Inhi Kim, Majid Sarvi
저널journalAdvances in Mechanical Engineering 8 (1), 1687814015627981
- The influence of bus service satisfaction on university students' mode choice
Khaled Shaaban, Inhi Kim
저널journalJournal of Advanced Transportation 50 (6), 935-948
- Assessment of the taxi service in Doha
Khaled Shaaban, Inhi Kim
저널journalTransportation Research Part A: Policy and Practice 88, 223-235
2015
- Driver’s behavioural changes with new intelligent transport system interventions at railway level crossings—A driving simulator study
Grégoire S. Larue, Inhi Kim, Andry Rakotonirainy, Narelle L. Haworth, Luis Ferreira
저널journalAccident analysis & prevention 81, 74-85
2014
- Modelling major traffic incident impacts and estimation of their associated costs
Mohamad Raduan bin Kabit, Phil Charles, Luis Ferreira, Inhi Kim
저널journalTransportation planning and technology 37 (4), 373-390
- A study on driver experience to railway crossings in driving simulator
Inhi Kim, Seonha Lee
저널journalThe Journal of The Korea Institute of Intelligent Transport Systems 13 (2)
2013
- Modeling pedestrian queuing using micro-simulation
Inhi Kim, Ronald Galiza, Luis Ferreira
저널journalTransportation Research Part A: Policy and Practice 49, 232-240
2012
- Evaluating Safety at Railway Level Crossings with Microsimulation Modeling
Li-Sian Tey, Inhi Kim, Luis Ferreira
저널journalTransportation research record 2298 (1), 70-77