Heung Jin Oh
Engineering · Purdue University West Lafayette
Publications
16
Citations
51
Est. group size
~1
Recurring co-author estimate
Active years
8
Publishing since 2019
Heung Jin Oh works on construction engineering and management, applying data science methods like text mining, topic modeling, and web scraping to study construction labor markets, workforce diversity, and job postings. This research also extends to transportation and smart city topics, such as autonomous vehicles, emergency vehicle GPS data, and drone navigation in construction sites. The work blends civil engineering concerns with computational text and data analysis techniques.
Publication output has grown from little to no activity in the late 2010s to a steady pace of roughly 2-4 papers per year since 2021.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Safe and Robust Imitation Learning for Drone Navigation in Cluttered Construction Environments
Proceedings of the ... ISARC · 2026
- Insights for Key Professional Competencies of US Entry-Level Construction Positions: A Structural Topic Modeling Approach
Journal of Construction Engineering and Management · 2025
- Disability in Human Resources Research: Topic Modeling Approach
Academy of Management Proceedings · 2025
- Chatbot-Enhanced Text Normalization: Analyzing COVID-19 Era Construction Job Postings from Web Scraping
SSRN Electronic Journal · 2024
- Identifying Wage Disparities in Construction Labor Market by Job Types, Experiences, and Locations across the United States
EPiC series in built environment · 2024
- Enriching GPS data for expanding interpretation of emergency vehicles using a pathfinding algorithm and spatial data harvesting methods
Sustainable Cities and Society · 2023
- Critical Review of Public–Private Partnership Business Models for Enhancing Broadband Initiatives in the United States
Journal of Legal Affairs and Dispute Resolution in Engineering and Construction · 2023
- Evolution of Patterns in Inclusion, Diversity, Equity, and Accountability (IDEA) and Race, Ethnicity, and Language (REAL) in Construction Job Market using Web Scraping and Text Mining Techniques
EPiC series in built environment · 2022
- Valdosta Smart City Project for Improved Traffic Safety: Data Analysis
Bulletin of the Georgia Academy of Science · 2021
- Simulations for Predicting the Impacts of Autonomous and Connected Vehicles on the Transportation System: A Review
2019
- EPiC series in built environment×3
- Journal of Management in Engineering×2
- Sustainable Cities and Society×1
- Buildings×1
- Journal of Construction Engineering and Management×1
- Soowon Chang
Engineering · Purdue University West Lafayette
- Xiaorui Xue
Engineering · Purdue University West Lafayette
- Zirui Hong
Engineering · Purdue University West Lafayette
- Anthony E. Sparkling
Engineering · Purdue University West Lafayette
- Claudio Martani
Engineering · Purdue University West Lafayette
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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