Junghwan Kim, PhD, MUP
Assistant Professor, Department of Geography, Virginia Tech
Director, Smart Cities for Good
Teaching
Generative AI Applications in Social Science

GEOG 4094/5094
This course will provide students with a unique opportunity to learn and explore various applications of generative AI tools, including innovative applications of generative AI for social science research and critical challenges, including biases, ethical considerations, and responsible use. Be prepared for this emerging technology by taking this new course! (M/W 2:30-3:45 PM)
Teaching
Virginia Tech
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Instructor, GEOG 4094/5094 Generative AI Applications in Social Science (Fall-2024, Spring-2025)
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Instructor, GEOG 4314/5034: Analysis in GIS (Analysis of Spatial Data) (Spring-2023, Spring-2024, Spring-2025)
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Instructor, GEOG 4304/5304: Geospatial Analysis of Mobility (Spring-2024, Fall-2025)
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Instructor, GEOG 2084/5064: Principles of GIS (Elements of GIS) (Fall-2022, Fall-2023)
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University of Illinois at Urbana-Champaign
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Teaching Assistant, GEOG/BADM 440: Business Applications of GIS (Spring-2019) - Awarded the Teachers Ranked as Excellent by Their Students with Outstanding Rating (Top 10% in Campus)
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Teaching Assistant, GEOG/ESE 379: Introduction to GIS (Fall-2018) - Awarded the Teachers Ranked as Excellent by Their Students with Outstanding Rating (Top 10% in Campus)
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Teaching Assistant, UP 430/CEE 417: Urban Transportation Planning (Spring-2018) - Awarded the Teachers Ranked as Excellent by Their Students with Outstanding Rating (Top 10% in Campus)
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Teaching Assistant, UP 503: Physical Planning (Fall-2017) - Awarded the Teachers Ranked as Excellent by Their Students with Outstanding Rating (Top 10% in Campus)
Invited
Lectures
2025
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Guest Presentation. “Enhancing Accessibility: Geospatial Analysis of Veterans Affairs Healthcare Services” Salem Research Institute and R&D Service Research Week. Salem, Virginia. May 13. (with Dr. Mengxi Zhang)
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Invited Presentation. “Generative AI: Opportunities and Challenges for GIScience Research and Education” The Virginia Tech Office for GIS and Remote Sensing Research 2025 Symposium. Blacksburg, Virginia. April 11.
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Guest Lecture. “Generative AI and Urban Planning: Opportunities and Challenges” Department Brownbag Talk. Department of Geography and the Environment, University of Texas at Austin. Austin, Texas. April 4.
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Guest Presentation. “Enhancing Access to Pain Management: A Geospatial Approach to AAPM” Presentation to the Board of Directors of the American Academy of Pain Medicine (AAPM). Austin, Texas. April 3. (with Dr. Mengxi Zhang and Dr. Liz Courtney)
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Invited Lecture. “Generative AI and Urban Planning: Opportunities and Challenges” SPDS Cluster Activity: Guest Talk on Generative AI and Urban Planning. Spatial Sciences Institute, University of Southern California, Online, March 13.
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Invited Lecture. “Generative AI and Geospatial Analysis Methods: Potential Implications for Hospitality & Tourism Management Research” Hospitality & Tourism Management Department Graduate Seminar, Virginia Tech, Blacksburg, VA, February 7.
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Invited Panelist. “Geographic limitations of Generative AI tools: Implications for research and education” AI and the Social Sciences: Geography Webinar. Social Science Education Consortium, Online, February 18.
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2024
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Invited Panelist. “The role of privacy concerns, perceived benefits, and trust in citizens’ acceptance of street-view image collection by local planning agencies” Spatial Data Science Symposium, Online, October 23, 2024.
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Invited Talk, 2024 Research Talk hosted by KSEA-EC and KAGES, "Exploring Potential Capabilities and Limitations in Generative AI: Implications for Geographic Research and Education​" June. 25. Online.
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2023
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Invited Keynote Speech, Virginia Tech Course Design Clinic, "Classroom management strategies to promote positive learning environments: PEEC Model" Virginia Tech, Dec. 18.
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Invited Panelist, Digital Twins Webinar Series 6: Ethics, "Digital Twins for Understudied Cities: Small- and Medium-sized Cities in the U.S." Dec. 18. Online.
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Invited Panelist, GISalon International webinar, "Recruiting and Mentoring Grad Students in GIScience and Cartography" Dec. 11. Online.
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Invited Lecture, Data Science for Planners (UP 517), Department of Urban and Regional Planning, University of Illinois at Urbana-Champaign, Nov. 14. Online.
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Department Colloquium, Department of Geography, Environment, and Sustainability, University of North Carolina at Greensboro, Sep. 29.
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Invited Lecture, Universal Design (RED 4664), Department of Apparel, Housing, and Resource Management, Virginia Tech, Apr. 25.
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Invited Lecture, Practicing Sustainability (GEOG 4444), Department of Geography, Virginia Tech, Feb. 20.
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2022​
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Departmental Colloquium, Department of Geography & Sustainability, University of Tennessee at Knoxville, Nov. 3.
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Smart City & Data Science International Research Webinar, Department of Urban Planning and Engineering, Yonsei University, South Korea, Oct. 26. Online.
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Research Seminar, The Korean Geographical Society, South Korea, May. 19. Online.
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Research Seminar, Department of Geography, Kyung Hee University, South Korea, Apr. 18. Online.
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2021
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Csillag Seminar, Department of Geography, Geomatics and Environment, University of Toronto at Mississauga, Oct. 27. Online.
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Departmental Colloquium, Department of Geography & GIS, University of Cincinnati, Oct. 1, Online.
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GIScience and Geoprivacy Issues, Center for Geographic Analysis, Harvard University, Jun. 4, Online.
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Introduction to 4-step traffic demand modeling, Department of Urban and Regional Planning, University of Illinois at Urbana-Champaign, Mar. 4. Online.
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Urban Data Analysis Seminar, Department of Geography and Environment, Western University, Canada, Feb. 9. Online.
Mentoring
PhD Dissertation Committee
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Shashank Karki (PhD in Geospatial and Environmental Analysis, Co-Chair)
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Master's Thesis Committee
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Fabiha Rahman (MS Geography, Completed, Spring 2025, Chair)
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Abdul-Azeez Demola Lawal (MS Geography, Completed, Spring 2025, Chair)
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Zach Sherman (MS Geography, Ongoing, Summer 2025, Co-Chair)
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Sandesh Dulal (MS Geography, Ongoing, Spring 2026, Chair)
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Rory Smith (MS Geography, Ongoing, Spring 2026, Chair)
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Max Oickle (Incoming Student, MS Geography, Spring 2027, Chair)
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Matthew Angel (Incoming Student, MS Geography, Spring 2027, Chair)​