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

jiwonkim_04

Dr. Jiwon Kim

Email: jiwon.kim@uq.edu.au
UQ profile: http://researchers.uq.edu.au/researcher/10269
Address: Hawken Engineering Building (Building 50)
School of Civil Engineering
Faculty of Engineering, Architecture and Information Technology
The University of Queensland
Brisbane, Australia

Overview

Jiwon Kim is Senior 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)
  • Associate Editor, IEEE Open Journal of Intelligent Transportation Systems (OJ-ITS)
  • Editorial Board Member, International Journal of Transportation Science and Technology (IJTST)

Honors and Awards

  • Promoting Women Fellowship, The University of Queensland, Australia, 2017
  • WiT ICT Rising Star Award, Queensland Women in Technology (WiT), Australia, 2017
  • Kikuchi-Karlaftis Best Paper Award (Honorable Mention), TRB Committee on Artificial Intelligence and Advanced Computing Applications (ABJ70), 2016
  • David Willis Best Poster Award (Runner-up), Australasian Transport Research Forum (ATRF), 2015
  • Ryuichi Kitamura Best Paper Award, TRB Section on Travel Analysis Methods (ADB00), 2014
  • Stella Dafermos Best Paper Award, TRB Transportation Network Modeling Committee (ADB30), 2014
  • Best Poster Award, 2nd International Transportation PhD Student Symposium, 2013
  • Best Presentation Award, TRB Doctoral Student Research in Transportation Modeling Workshop, 2013
  • Dissertation Year Fellowship Award, Northwestern University Transportation Center, 2012
  • Greenshields Best Paper Prize, TRB Committee on Traffic Flow Theory and Characteristics (AHB45), 2011