个人资料
个人简介高捷，博士（后）、副教授、硕士生导师，日本学术振兴会（JSPS）特任研究员。博士毕业于荷兰乌特勒支大学（Utrecht University），长期深耕交通科学与城市可持续发展领域，主要研究方向包括：交通大数据与AI出行行为建模、智慧公共交通与绿色微出行系统优化、城市计算与低碳健康交通政策评估。研究聚焦居民出行行为、公共交通与慢行交通、共享出行、电动自行车、健康效应及低碳交通政策等问题，综合运用机器学习、离散选择模型、因果推断、GIS空间分析、街景图像识别和问卷实验等方法，为智慧交通系统优化和城市绿色转型提供决策支持。 以第一作者/通讯作者身份在 Transportation Research Part A/D、Transportation、Journal of Transport Geography、Cities 等交通与城市规划领域国际权威期刊发表高水平论文10余篇，形成具有国际影响力的学术研究体系。担任 Transportation Research Part D 客座编辑，并长期担任 Transportation Research 系列、Cities 等权威期刊及 TRB、WCTR 等国际会议审稿人，多次受邀在交通研究领域国际学术会议作报告。 目前与荷兰、日本、卢森堡、德国及中国香港等国家和地区的科研机构建立稳定合作关系，研究网络覆盖交通规划、公共健康、智慧城市和可持续交通等交叉领域。主持国家自然科学基金青年项目、陕西省自然科学基金等科研项目，并获日本学术振兴会（JSPS）特任研究员项目资助。 社会职务匿名审稿人： Transportation Research Part A: Policy and Practice, Transportation, Journal of Transport Geography, Transportation Research Part D: Transport and Environment, Travel Behavior and Society, Journal of Transport & Health, Journal of Transport and Land use, Transport reviews, Transportation Research Record, Transportmetrica A: Transport Science, Research in Transportation Business & Management等。 客座编辑 Transportation Research Part D 美国地理学家协会Association of American Geographers (AAG) 美国交通研究委员会Transportation Research Board (TRB) 国际交通与健康专业协会International Professional Association for Transport & Health (IPATH) 国际出行行为研究协会 International Association for Travel Behavior Research (IATBR) 研究领域研究领域 本团队面向“双碳”目标、智慧城市建设与城市交通绿色转型需求，聚焦人工智能赋能的绿色智慧出行、城市交通行为与健康导向型交通规划等交叉方向。研究关注居民在公共交通、步行、自行车、电动自行车、共享微出行等低碳出行方式中的行为机制、模式选择、健康效应与政策响应，探索如何通过数据驱动方法提升城市交通系统的绿色化、智能化与人本化水平。 研究方向 1.交通大数据与AI出行行为建模 2.智慧公共交通与绿色微出行系统优化 3. 城市计算与低碳健康交通政策评估 欢迎交通运输、交通工程、城乡规划、地理信息科学、数据科学、统计学、计算机、管理科学等相关专业学生加入。课题组鼓励学生掌握 Python/R 数据分析、GIS空间分析、机器学习、交通行为建模、问卷与情景实验设计及政策评估等方法，支持学生参与科研项目、学术论文写作和国内外学术交流。 联系方式 开授课程出行行为与可持续交通（双语），本科生； 交通运输节能与减排，本科生。 科研项目主持项目：
论文代表性论文——更多科研成果与完整论文列表详见 Google Scholar 1.AI与交通大数据驱动的绿色出行系统 Deng, Y., Li, Y., Yamamoto, T.,Gao, J.*, Liu, S., Liu, Y., & Hao, K. (2026). Unraveling the nuanced relationships between bike-sharing and public transit: A threshold-based classification framework. Travel Behaviour and Society, 45, 101314. 高捷，李丹，张士行. (2026). 心理潜变量与微观环境融合视角下的短途绿色出行选择研究. 交通运输系统工程与信息. Zhao, D., Gao, J., & Liu, N. (2023). Exploring user satisfaction and improvement priorities in electric vehicle segments. Transportation Research Part D: Transport and Environment, 125, 103996. 2. 低碳出行行为 Gao, J.*, Qian, Y., Yamamoto, T., & Helbich, M. (2026). The role of residential dissonance in active travel: Gendered evidence from Japan. Transportation Research Part D: Transport and Environment, 152, 105204. Klein, M., Gao, J., & Lanzendorf, M. (2026). Changes in commute satisfaction among recently relocated residents in a car-reduced neighbourhood. Transportation Research Part D: Transport and Environment, 155, 105318. Gao, J.*, Yamamoto, T., Sato, H., & Helbich, M. (2024). Residential dissonance and changes in travel satisfaction: Evidence from Japanese dual-earner couples. Transportation Research Part D: Transport and Environment, 134, 104350 Zhang, S., Heinen, E., Yamamoto, T., Sato, H., Gao, J.*. (2024). The influence of life events on the attitude-behavior relationship among household couples: A longitudinal study. Cities, 144, 104661. Gao, J.*, He, S.Y., Ettema, D., & Helbich, M. (2023). Travel behavior changes due to life events: Longitudinal evidence from Dutch couple households. Transportation Research Part A: Policy and Practice, 175, 103765. 3. 主动出行与交通健康效应 Gao, J.*, Wang, D., Ettema, D., & Helbich, M. (2022). Weather conditions as cross-sectional moderators of the associations between the physical environment and walking behavior in the Netherlands. International Journal of Sustainable Transportation. Gao, J.*, Kamphuis, C.B.M., Helbich, M., & Ettema, D. (2020). What is ‘neighbourhood walkability’? How the built environment differently correlates with walking for different purposes and with walking on weekdays and weekends. Journal of Transport Geography, 88, 102860. Gao, J.*, Kamphuis, C.B., Dijst, M., & Helbich, M. (2018). The role of the natural and built environment in cycling duration in the Netherlands. International Journal of Behavioral Nutrition and Physical Activity, 15(1), 82. Gao, J*, Helbich, M., Dijst, M., & Kamphuis, C.B. (2017). Socioeconomic and demographic differences in walking and cycling in the Netherlands: How do these translate into differences in health benefits? Journal of Transport & Health, 6, 358–365. Monograph Gao, J., One size fits all? The influence of built environment on active travel across population segments and geographical contexts, ISBN:978-94-6380-606-0, Utrecht University, the Netherlands, 2019. 科技成果荣誉奖励“The Highest Scoring Doctoral Level Abstract” at International Conference on Transport & Health, USA, 24th-27th June, 2018.
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