jihoyeo Goto Github PK

I'm an Assistant professor in Department of Smart City, Gachon University, South Korea. I received my Ph.D. from the Cho Chun Shik Graduate School of Mobility, KAIST in 2020, under the supervision of Prof. Kitae Jang. I pursue multidisciplinary research. In particular, based on various urban and transportation data, I am interested in data-driven research that is helpful for operation of various mobility systems and construction of smart cities. Recent research topic lies in developing deep learning and optimization algorithms that are utilized in mobility-on-demand systems.

- Email: [email protected]

- Lee, K., Kim, J., Kwon, J., & Yeo, J. (2024). Maritime supply chain risk sentiment and the korea trade volume: A news big-data analysis perspective. The Asian Journal of Shipping and Logistics.

- Kim, S., Jang, K., & Yeo, J. (2023). Non-linear impacts of COVID-19 pandemic on human mobility: Lessons from its variations across three pandemic waves. Sustainable Cities and Society, 97, 104769.

- Yeo, J., Lee, S., Jang, K., & Lee, J. (2023). Real-Time Operations of Autonomous Mobility-on-Demand Services with Inter-and Intra-Zonal Relocation. IEEE Transactions on Intelligent Vehicles.

- Yeon, H., Eom, T., Jang, K., & Yeo, J. (2023). DTUMOS, digital twin for large-scale urban mobility operating system. Scientific Reports, 13(1), 5154.

- Shim, J., & Yeo, J. (2022). An evaluation method of road link functionality using individual trajectory data and weighted network analysis. Journal of Advanced Transportation, 2022.

- Kim, S., Lee, S., Ko, E., Jang, K., & Yeo, J. (2021). "Changes in car and bus usage amid the COVID-19 pandemic: Relationship with land use and land price" Journal of Transport Geography, 96, 103168.

- Yeo, J., & Park, S. H. (2021). "Effect of Smartphone Dependency on Smartphone Use While Driving" Sustainability, 13(10), 5604.

- Yeo, J., Lee, J., Cho, J., Kim, D., Jang, K. (2020) “Effects of speed humps on vehicle speed and pedestrian crashes in South Korea” Journal of Safety Research

- Yeo, J., Lee, J., Jang, K. (2020) “The effects of rainfall on driving behaviors based on driving volatility.” International Journal of Sustainable Transportation, 1-9

- Lee, J., Yeo, J., Yun, I., Kang, S. (2020) “Factors Affecting Crash Involvement of Commercial Vehicle Drivers: Evaluation of Commercial Vehicles Drivers’ Characteristics in South Korea.” Journal of Advanced Transportation

- Shim, J., Yeo, J., Lee, S., Hamdar, S. H., & Jang, K. (2019). “Empirical evaluation of influential factors on bifurcation in macroscopic fundamental diagrams.” Transportation Research Part C: Emerging Technologies, 102, 509-520.

- Yeo, J., Park, S., Jang, K. (2015) “Effects of urban sprawl and vehicle miles traveled on traffic fatalities.” Traffic injury prevention 16.4: 397-403.

- Advanced Python (Department of Big Data Application, Hannam University)

- Data mining (Department of Big Data Application, Hannam University)

- Open Data Analysis (Department of Big Data Application, Hannam University)

- Basics Statistics (Department of Big Data Application, Hannam University)

- Machine Learning (Department of Big Data Application, Hannam University)

- Explanatory Data Analysis (Department of Big Data Application, Hannam University)

- Text mining (Department of Big Data Application, Hannam University)

- Basics Mathematics (Department of Big Data Application, Hannam University)

- Summer Program: AI and Big Data Analysis for Smart City