LabCompass

Jun-Seok Oh

Engineering · Purdue University West Lafayette

OpenAlex ORCID
Established · publishing since 1999
Traffic and Road SafetyTransportation Planning and OptimizationTraffic Prediction and Management TechniquesUrban Transport and AccessibilityTraffic control and management

Publications

229

Citations

2,759

Est. group size

—

Recurring co-author estimate

Active years

27

Publishing since 1999

Research summary
AI-generated

Jun-Seok Oh's work centers on transportation engineering, with a focus on traffic safety analysis, pedestrian and micro-mobility crash patterns, autonomous vehicle interactions with pedestrians, and demand prediction for transit systems using machine learning and deep learning methods. Much of the research applies computational and data-mining techniques (e.g., neural networks, natural language processing) to real-world crash and traffic datasets to improve road safety and transportation planning. Note that the publication list attributed to this name includes some unrelated topics (e.g., animal science, history, computer vision), suggesting possible name overlap with other researchers in the underlying data.

Pedestrian and traffic safety analysisAutonomous vehicle–pedestrian interactionMachine learning for crash data analysisTransportation demand prediction and planningMicro-mobility and roundabout safety evaluation

Publication output declined from a peak of around 23 papers in 2018 to roughly 6-7 per year in 2021-2023, with a modest uptick to 8-10 in 2024-2025, indicating an overall slowing compared to a decade ago.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 6.2/year recently
2017: 17 publications172018: 23 publications23182019: 14 publications192020: 16 publications202021: 6 publications212022: 6 publications222023: 7 publications232024: 10 publications242025: 8 publications2526
Recent publications
Publishes in
  • Journal of Transport & Health×12
  • ScholarWorks - WMU (Western Michigan University)×10
  • Transportation Research Record Journal of the Transportation Research Board×6
  • Journal of Korean Society for Atmospheric Environment×4
  • Accident Analysis & Prevention×3
Similar researchers
By research-topic overlap

This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 20, 2026.

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