This is the homepage of Dr. Jiwon Kim at the University of Queensland.


Dr. Jiwon Kim

UQ profile:
Address: Hawken Engineering Building (Building 50)
School of Civil Engineering
Faculty of Engineering, Architecture and Information Technology
The University of Queensland
Brisbane, Australia

OverviewJiwon Kim is Lecturer in Transport Engineering in the School of Civil Engineering. She joined UQ in 2014 after completing her PhD research at Northwestern University. Her doctoral work was on the travel time reliability of transportation networks. Prior to joining Northwestern, she worked as an assistant manager at Samsung C&T (Engineering & Construction Group). She received Bachelor’s and Master’s degrees in civil engineering from Korea University.

Dr. Kim’s research is broadly in the area of modeling and analysis of intelligent transport systems (ITS) and human mobility, with an emphasis on the analysis of vehicle trajectories in large-scale traffic networks and predictive analytics for real-time traffic management and operations. Her current research focuses on urban mobility analytics, interdisciplinary research that discovers patterns and insights from massive collections of movement data (e.g., GPS trajectories, public transport smart card data, Bluetooth and WiFi data) using data mining and machine learning algorithms and develops solutions to transport-related challenges in our cities.

Research Interests

  • Urban mobility analytics, Trajectory data mining
    • Large-scale urban trajectory data analysis and visualization
    • Population movement analysis, network traffic flow analysis, OD demand estimation
    • Graph theory, complex network analysis
  • Big Data and Artificial Intelligence (AI) applications for traffic management
    • Short-term traffic prediction, congestion prediction
    • Real-time incident prediction and network impact analysis
    • Computer vision (vehicle/pedestrian trajectory analysis, traffic scene recognition)
  • Multi-modal transport network modeling, Traffic flow theory
    • Traffic simulation
    • Scenario generation and management
    • Agent-based simulation, discrete event simulation

Professional Activities

  • Member, TRB Committee on Transportation Network Modeling (ADB30)
  • Friend, TRB Committee on Traffic Flow Theory and Characteristics (AHB45)
  • Editorial Board Member, International Journal of Transportation Science and Technology (IJTST)

Honors and Awards