石庄彬｜昆明理工大学｜学者主页

2026

韧性视角下城轨交通关键车站识别与恢复顺序优化

刘杰，李周宇，石庄彬，王宇浩，何明卫

《北京交通大学学报》

2026

Impact of Terrain and Socioeconomic Factors on Travel Distance Across Age Groups: a Study Using Mobile Signal Data from a Mountainous City

Yang Liu, Hang Liu, Zhen Liu, Min He, Zhuoya Hu, Zhuangbin Shi

Applied spatial analysis and policy

DOI

2026

Unraveling Spatial Heterogeneity and Nonlinearity: A Dual-Method Analysis of the Impacts of Built Environment Factors on Ride-Hailing Demand

Zhuangbin Shi, Yikang Wang, Yang Liu, Mei-Po Kwan

Sustainable cities and society

DOI

2026

How do terrain gradients affect older adults’ walking behavior? Evidence from Guiyang, China

Canyu Zhou, Tao Feng, Yang Liu, Min He, Zhuangbin Shi

Travel Behaviour & Society

DOI

2026

Can Multimodal Transit Boost Urban Mobility Appeal? Evidence from Spatial Machine Learning

Yang Liu, Chen-Yang Jiao, Mei-Po Kwan, Long Cheng, Zhuangbin Shi

Transport Policy

DOI

2026

Quantifying built environment effects on intermodal transit trip patterns at grid level

Jiayou Lei, Min He, Min He, Zhuangbin Shi, Yueren He, Yang Liu, Huimin Qian

Transportation Research Part D: Transport and Environment

DOI

2026

A Data-Driven Path Choice Estimation Method Based on Passengers’ Time-Dependent Travel Characteristics

Jiajun Liu, Wei Huang, Ning Zhang, Zhuangbin Shi, Wei Zhou

IEEE transactions on intelligent transportation systems (Print)

DOI

2026

Dynamic estimation of Origin-Destination passenger flow for large-scale urban rail transit network based on improved particle filter algorithm

Zhuangbin Shi, Zhengming Yan, Bin Zhang, Yang Liu, Ning Zhang

Journal of Intelligent Transportation Systems / Taylor & Francis

DOI

2025

How do terrain gradients and route detours impact travel mode choices among older adults?

Zhuangbin Shi, Canyu Zhou, Yang Liu, Qiyang Liu, Xinwei Ma, Sihui Long

Journal Of Transport Geography，Vol. 129

DOI

2025

Shared mobility choices in metro connectivity: shared bikes versus shared e-bikes

Yang Liu, Rui Tang, Zhuangbin Shi, Mingwei He, Long Cheng

Transportation，Vol. 520, No. 6

DOI

2025

Determinants of active school travel levels among children: A case study in a mountainous city

Rui Tang, Zhuangbin Shi, Mingwei He, Shisheng Min, Yang Liu

Journal Of Transport & Health，Vol. 44

DOI

2025

Investigating user preferences for dockless bike- and electric bike-sharing through tracking usage patterns

Yang Liu, Liqiong Li, Kai Liu, Mingwei He, Zhuangbin Shi

Transport Policy，Vol. 169

DOI

2025

Utilizing a data-driven methodology to resolve the passenger-to-train assignment problem

Zhuangbin Shi, Wei Shen, Guangming Xu, Sihui Long, Yang Liu

Transportation Research Part E-Logistics And Transportation Review，Vol. 197

DOI

2025

Understanding passenger route choice behavior under the influence of detailed route information based on smart card data

Zhuangbin Shi, Wenqin Pan, Mingwei He, Yang Liu

Transportation，Vol. 520, No. 2

DOI

2025

Juggling commutes and cribs: Insights into commuting efficiency in young dual-earner families

Yang Liu, Wei Yang, Zhuangbin Shi, Mingwei He, Qiyang Liu

Cities，Vol. 1580

DOI

2025

Gender differences in commuting travel mode choices among young adults: A spatial heterogeneity perspective

Yang Liu, Ruolan Shen, Mingwei He, Xuefeng Li, Zhuangbin Shi

Journal Of Transport Geography，Vol. 123

DOI

2025

基于面板数据分析的城市轨道交通网络客流影响规律研究

石庄彬，刘小庆，钱乾，何明卫，刘阳

《都市快轨交通》

2025

集成学习框架下的城市轨道交通事故后果预测研究

刘杰，刘尉艺，王宇浩，石庄彬，何明卫

《安全与环境学报》

DOI

2025

Investigating the non-linear influence of the built environment on passengers’ travel distance within metro and bus networks using smart card data

Yang Liu, Dong-Lin He, Jiayou Lei, Min He, Zhuangbin Shi

Multimodal Transportation

DOI

2025

Adaptive inference for dynamic passenger route usage patterns in a metro network considering time-varying and heavy-tailed travel times

Zhuangbin Shi, Wei Shen, P. Schonfeld, Yang Liu, Ning Zhang

Transportation Research Part C: Emerging Technologies

DOI

2025

Activity Spaces in Multimodal Transportation Networks: A Nonlinear and Spatial Analysis Perspective

Kuang Guo, Rui Tang, Haixiao Pan, Dongming Zhang, Yang Liu, Zhuangbin Shi

ISPRS Int. J. Geo Inf.

DOI

2025

Competition or cooperation? The impact of built environment on the role of ride-hailing services around subway stations

Kuang Guo, Jinjin Yuan, Di Huang, Haixiao Pan, Yang Liu, Zhuangbin Shi

Transportmetrica A: Transport Science

DOI

2024

How does the built environment affect intermodal transit demand across different spatiotemporal contexts?

Jiayou Lei, Min He, Zhuangbin Shi, Mingwei He, Yang Liu, Qian Qian, Huimin Qian

Journal Of Transport Geography，Vol. 121

DOI

2024

Integrated travel path guidance for metro-bikeshare users considering system operational budget costs using smart card data

Yang Liu, Tao Feng, Zhuangbin Shi, Xinwei Ma, Mingwei He

Travel Behaviour And Society，Vol. 37

DOI

2024

Exploring the usage efficiency of electric bike-sharing from a spatial-temporal perspective

Zhuangbin Shi, Jiaxian Wang, Kai Liu, Yang Liu, Mingwei He

Transportation Research Part D-Transport And Environment，Vol. 129

DOI

2024

Exploring students' choice of active travel to school in different spatial environments: A case study in a mountain city

Yang Liu, Shisheng Min, Zhuangbin Shi, Mingwei He

Journal Of Transport Geography，Vol. 115

DOI

2024

考虑空间异质性的短距离上学方式选择机理

刘阳，付庭友，石庄彬，何明卫

《深圳大学学报(理工版)》

2024

Examining Spatial Variations in Walking Activity Among Older Adults Considering the Impact of Topographical Characteristics

Zhuangbin Shi, Canyu Zhou, Long Cheng, Min He, Yang Liu

Transportation Research Record

DOI

2024

Exploring the Determinants of Travel-Related CO2 Emissions Considering Spatial Heterogeneity

Yang Liu, M. Zeng, Ming-Wei He, Zhuangbin Shi

Journal of Transportation Engineering, Part A: Systems

DOI

2024

Understanding the Spatial Heterogeneity Impact of Determinants on Ridership of Urban Rail Transit Across Different Passenger Groups

Qian Qian, Yang Liu, Min He, Min He, Huimin Qian, Zhuangbin Shi

Journal of Advanced Transportation

DOI

2024

Short-distance commuting mode selection mechanism considering spatial heterogeneity

Yang Liu, Ting Fu, Zhuangbin Shi, Ming-Wei He

JOURNAL OF SHENZHEN UNIVERSITY SCIENCE AND ENGINEERING

DOI

2023

建成环境对老年人出行方式选择的非线性影响

石庄彬，鄢春花，何明卫，刘阳，何民

《交通运输工程与信息学报》

2023

老年人活动空间的测度及影响因素——以昆明市为例

何民，曹昆，何明卫，刘阳，石庄彬

《深圳大学学报(理工版)》

2023

考虑空间异质性的短距离出行方式选择研究

何明卫，肖明阳，何民，石庄彬，刘阳

《重庆交通大学学报(自然科学版)》

2023

Influencing factors and measure of the activity space of the elderly: a case study of Kunming city

Min He, Kun Cao, Ming-Wei He, Yang Liu, Zhuangbin Shi

JOURNAL OF SHENZHEN UNIVERSITY SCIENCE AND ENGINEERING

DOI

2023

Exploring the Nonlinearity of Commute-Time Utility Considering Individual Ideal Preferences and Tolerance ThresholdsC: ase Study in Kunming

Jian-Kun Yang, Ming-Wei He, Ming-Wei He, Zhuangbin Shi, Yang Liu, Jianbo Li

Transportation Research Record

DOI

2022

Understanding the route choice behaviour of metro-bikeshare users

Yang Liu, Tao Feng, Zhuangbin Shi, Mingwei He

Transportation Research Part A-Policy And Practice，Vol. 166

DOI

2022

Spatiotemporal heterogeneous effects of socio-demographic and built environment on private car usage: An empirical study of Kunming, China

Mingwei He, Chengfeng He, Zhuangbin Shi, Min He

Journal Of Transport Geography，Vol. 101

DOI

2022

A route analysis of metro-bikeshare users using smart card data

Yang Liu, Yanjie Ji, Tao Feng, Zhuangbin Shi

Travel Behaviour And Society，Vol. 26

DOI

2022

Exploring the Nonlinear and Threshold Effects of Travel Distance on the Travel Mode Choice across Different Groups: An Empirical Study of Guiyang, China

Ming-Wei He, Jianbo Li, Zhuangbin Shi, Yang Liu, Chun-Yan Shuai, Jie Liu

International Journal of Environmental Research and Public Health

DOI

2022

How Does Built Environment Affect Metro Trip Time of Elderly? Evidence from Smart Card Data in Nanjing

Zhuangbin Shi, Yang Liu, Ming-Wei He, Qi-Yang Liu

Journal of Advanced Transportation

DOI

2022

Research on Nonlinear Associations and Interactions for Short‐Distance Travel Mode Choice of Car Users

Ming-Wei He, Lijuan Pu, Yang Liu, Zhuangbin Shi, Chengfeng He, Jiayou Lei

Journal of Advanced Transportation

DOI

2021

小汽车用户通勤时间容忍阈值的特征及影响因素

何明卫，寸议鹏，石庄彬，何保红

《深圳大学学报(理工版)》

2021

Distributional characteristics and influencing factors of tolerance threshold of commuting time for car users

Ming-Wei He, Y. Cun, Zhuangbin Shi, Bao-Hong He

JOURNAL OF SHENZHEN UNIVERSITY SCIENCE AND ENGINEERING

DOI

2020

Use Frequency of Metro-Bikeshare Integration: Evidence from Nanjing, China

Yang Liu, Yanjie Ji, Tao Feng, Zhuangbin Shi

Sustainability，Vol. 12, No. 4

DOI

2020

城市轨道交通线网客流分布态势演变研究

石庄彬

《东南大学》

2019

Understanding the Propagation and Control Strategies of Congestion in Urban Rail Transit Based on Epidemiological Dynamics Model

Zhuangbin Shi, Ning Zhang, Lei Zhu

Inf.

DOI

2019

Geographically and temporally weighted model to explore spatiotemporal variation in metro station ridership

Zhuangbin Shi, Ning Zhang, Yang Liu, Wei Xu

2019

Short-term metro passenger flow forecasting using ensemble-chaos support vector regression

Zhuangbin Shi, Ning Zhang, P. Schonfeld, Jian Zhang

Transportmetrica A: Transport Science

DOI

2018

The Influence of the Built Environment on School Children's Metro Ridership: An Exploration Using Geographically Weighted Poisson Regression Models

Yang Liu, Yanjie Ji, Zhuangbin Shi, Liangpeng Gao

Sustainability，Vol. 10, No. 12

DOI

2018

Exploring Spatiotemporal Variation in Hourly Metro Ridership at Station Level: The Influence of Built Environment and Topological Structure

Zhuangbin Shi, Ning Zhang, Yang Liu, Wei Xu

Sustainability，Vol. 10, No. 12

DOI

2018

Investigating the effect of the spatial relationship between home, workplace and school on parental chauffeurs' daily travel mode choice

Yang Liu, Yanjie Ji, Zhuangbin Shi, Baohong He, Qiyang Liu

Transport Policy，Vol. 69

DOI

2018

基于离散选择模型的城市轨道交通站点步行吸引范围估计（英文）

张宁，石庄彬，张云龙，张晓军

Journal of Southeast University(English Edition)

2018

An Investigation of User Satisfaction with Shared Bicycles in Nanjing

Hanchu Li, Jian Zhang, Jing Li, Zhuangbin Shi

CICTP 2018

DOI

2018

Trip Path Identification Method of Subway Passengers Based on Phone Signaling Data

Jing Li, Ning Zhang, Zhuangbin Shi, Mengting Lai

CICTP 2018

DOI

2018

Forecasting of Short-Term Metro Ridership with Support Vector Machine Online Model

Xue-Mei Wang, Ning Zhang, Yun-Long Zhang, Zhuangbin Shi

Journal of Advanced Transportation

DOI

2016

城市轨道交通客流高峰持续时间预测方法

石庄彬，张宁，邵星杰

《城市轨道交通研究》

2016

都市鉄道交通流のピーク持続時間予測法【JST・京大機械翻訳】

Zhuangbin Shi, Ning Zhang, Xing-Jie Shao

2016

Hazard-Based Model for Estimation of Congestion Duration in Urban Rail Transit Considering Loss Minimization

Zhuangbin Shi, Ning Zhang, Yun-Long Zhang

DOI

2015

数据挖掘技术在轨道交通AFC系统中的应用

石庄彬，陆文学，张宁

《都市快轨交通》

2015

基于Mixed Logit模型的城市轨道交通出行时间价值估计

杨利强，黄亮，张宁，石庄彬

《城市轨道交通研究》

精选作品

期刊论文

韧性视角下城轨交通关键车站识别与恢复顺序优化

Impact of Terrain and Socioeconomic Factors on Travel Distance Across Age Groups: a Study Using Mobile Signal Data from a Mountainous City

Unraveling Spatial Heterogeneity and Nonlinearity: A Dual-Method Analysis of the Impacts of Built Environment Factors on Ride-Hailing Demand

How do terrain gradients affect older adults’ walking behavior? Evidence from Guiyang, China

Can Multimodal Transit Boost Urban Mobility Appeal? Evidence from Spatial Machine Learning

Quantifying built environment effects on intermodal transit trip patterns at grid level

A Data-Driven Path Choice Estimation Method Based on Passengers’ Time-Dependent Travel Characteristics

Dynamic estimation of Origin-Destination passenger flow for large-scale urban rail transit network based on improved particle filter algorithm

How do terrain gradients and route detours impact travel mode choices among older adults?

Shared mobility choices in metro connectivity: shared bikes versus shared e-bikes

Determinants of active school travel levels among children: A case study in a mountainous city

Investigating user preferences for dockless bike- and electric bike-sharing through tracking usage patterns

Utilizing a data-driven methodology to resolve the passenger-to-train assignment problem

Understanding passenger route choice behavior under the influence of detailed route information based on smart card data

Juggling commutes and cribs: Insights into commuting efficiency in young dual-earner families

Gender differences in commuting travel mode choices among young adults: A spatial heterogeneity perspective

基于面板数据分析的城市轨道交通网络客流影响规律研究

集成学习框架下的城市轨道交通事故后果预测研究

Investigating the non-linear influence of the built environment on passengers’ travel distance within metro and bus networks using smart card data

Adaptive inference for dynamic passenger route usage patterns in a metro network considering time-varying and heavy-tailed travel times

Activity Spaces in Multimodal Transportation Networks: A Nonlinear and Spatial Analysis Perspective

Competition or cooperation? The impact of built environment on the role of ride-hailing services around subway stations

How does the built environment affect intermodal transit demand across different spatiotemporal contexts?

Integrated travel path guidance for metro-bikeshare users considering system operational budget costs using smart card data

Exploring the usage efficiency of electric bike-sharing from a spatial-temporal perspective

Exploring students' choice of active travel to school in different spatial environments: A case study in a mountain city

考虑空间异质性的短距离上学方式选择机理

Examining Spatial Variations in Walking Activity Among Older Adults Considering the Impact of Topographical Characteristics

Exploring the Determinants of Travel-Related CO2 Emissions Considering Spatial Heterogeneity

Understanding the Spatial Heterogeneity Impact of Determinants on Ridership of Urban Rail Transit Across Different Passenger Groups

Short-distance commuting mode selection mechanism considering spatial heterogeneity

建成环境对老年人出行方式选择的非线性影响

老年人活动空间的测度及影响因素——以昆明市为例

考虑空间异质性的短距离出行方式选择研究

Influencing factors and measure of the activity space of the elderly: a case study of Kunming city

Exploring the Nonlinearity of Commute-Time Utility Considering Individual Ideal Preferences and Tolerance ThresholdsC: ase Study in Kunming

Understanding the route choice behaviour of metro-bikeshare users

Spatiotemporal heterogeneous effects of socio-demographic and built environment on private car usage: An empirical study of Kunming, China

A route analysis of metro-bikeshare users using smart card data

Exploring the Nonlinear and Threshold Effects of Travel Distance on the Travel Mode Choice across Different Groups: An Empirical Study of Guiyang, China

How Does Built Environment Affect Metro Trip Time of Elderly? Evidence from Smart Card Data in Nanjing

Research on Nonlinear Associations and Interactions for Short‐Distance Travel Mode Choice of Car Users

小汽车用户通勤时间容忍阈值的特征及影响因素

Distributional characteristics and influencing factors of tolerance threshold of commuting time for car users

Use Frequency of Metro-Bikeshare Integration: Evidence from Nanjing, China

城市轨道交通线网客流分布态势演变研究

Understanding the Propagation and Control Strategies of Congestion in Urban Rail Transit Based on Epidemiological Dynamics Model

Geographically and temporally weighted model to explore spatiotemporal variation in metro station ridership

Short-term metro passenger flow forecasting using ensemble-chaos support vector regression

The Influence of the Built Environment on School Children's Metro Ridership: An Exploration Using Geographically Weighted Poisson Regression Models

Exploring Spatiotemporal Variation in Hourly Metro Ridership at Station Level: The Influence of Built Environment and Topological Structure

Investigating the effect of the spatial relationship between home, workplace and school on parental chauffeurs' daily travel mode choice

基于离散选择模型的城市轨道交通站点步行吸引范围估计（英文）

An Investigation of User Satisfaction with Shared Bicycles in Nanjing

Trip Path Identification Method of Subway Passengers Based on Phone Signaling Data

Forecasting of Short-Term Metro Ridership with Support Vector Machine Online Model

城市轨道交通客流高峰持续时间预测方法

都市鉄道交通流のピーク持続時間予測法【JST・京大機械翻訳】

Hazard-Based Model for Estimation of Congestion Duration in Urban Rail Transit Considering Loss Minimization

数据挖掘技术在轨道交通AFC系统中的应用

基于Mixed Logit模型的城市轨道交通出行时间价值估计

会议论文

Young People's Car-use Intention Considering the Impact of the COVID-19 on Psychological Preferences

基于生存分析的轨道交通客流高峰持续时间区间预测

研究方向