About
I am Jiahe (Stephen) Ling, a graduate of the University of
Wisconsin-Madison (Class of 2024) with a B.S. (Hons.) in
Statistics, Computer Science, and Economics. Currently, I am a
student in M.S. in Statistics at the University of
Chicago.
My academic focus lies in advanced methodologies for time series and
panel data analysis, with particular emphasis on applications in
Transportation Systems and Social Computing. I am deeply committed to
leveraging data-driven approaches to address complex challenges and
generate impactful insights.
Beyond my professional and academic pursuits, I have a strong
appreciation for visual storytelling through photography and a keen
interest in mob films.
Area of Interest: Operation Research, Transportation
System, Supply Chain, Social Computing
Research
Publications
- Ling, J., Qian, X., & Gkritza, K. (2024).
Electric Vehicles vs. Internal Combustion Engine Vehicles: A Comparative
Study of Crash Involved Vulnerable Road Users. International Journal
of Transportation Science and Technology. (In Progress)
Seminar, Symposium, & Presentations
- Ling, J., Qian, X., & Gkritza, K. (2022).
Exploration of the Characteristics of Electric Vehicle Crashes: A Case
Study in Iowa [PowerPoint presentation]. 2022
Purdue Summer Undergraduate Research Fellowship (SURF)
Symposium, West Lafayette, IN, United States.
- Ling, J., Qian, X., & Gkritza, K. (2024).
Electric Vehicles vs. Internal Combustion Engine Vehicles: A Comparative
Study of Non-Motorist Crash Injury Severity [Poster presentation]. Transportation
Research Board 103rd Annual Meeting, Washington, D.C., United
States. [Poster]
Pre-Prints
- Ling, J., Qian, X., & Gkritza, K. (2024).
Electric Vehicles vs. Internal Combustion Engine Vehicles: A Comparative
Study of Crash Involved Vulnerable Road Users. engrxiv
preprint. doi: https://doi.org/10.31224/3696
- Ling, J., Qian, X., & Gkritza, K. (2024).
Comparison of Crash Characteristics Among Electric Vehicles and Internal
Combustion Engine Vehicles. engrxiv preprint. doi: https://doi.org/10.31224/3693
- Jackson, C. B., Jeong E., and Ling, J. (2024).
Exploring Tag-Based Collaborative Knowledge Production in Open
Collaboration.
- Ling, J., & Jackson, C. B. (2024). Exploring
Convergence in Relation using Association Rules Mining: A Case Study in
Collaborative Knowledge Production. arXiv preprint
arXiv:2404.15440.
- Ling, J., & Chen, Y. (2023). Online twitter bot
detection: A comparison study of vectorization and classification
methods on balanced and imbalanced data. engrxiv preprint. doi:
https://doi.org/10.31224/3139