PostDoc Researcher at KAIST & Partner Architect at AR-GE Architects

연구 (Research)

[EN] English

논문 (Publications)

진행 중인 논문 (Working Papers)

  • Park, Youngjun; Na, Jihye; Jang, Keonhee; Lee, Dongman; Kwon, Changhyun; Yoon, Yoonjin (2025). “Food Deserts in Context: How Site-Specific Factors Reshape Food Deserts Discussion.” Submitted to npj Urban Sustainability (in-review).

저널 논문 (Journal Articles)

  • Park, Youngjun; Chung, Haegwon; Park, Sohyun (2021). “Changes of walking activity during the first cycle phases of COVID-19 pandemic: A case study of Seoul, Korea.” HERD: Health Environments Research & Design Journal, 14(4), 43-57.
  • Park, Youngjun; Lee, Sunjae; Park, Sohyun (2022). “Differences in park walking, comparing the physically inactive and active groups: data from mHealth monitoring system in Seoul.” International Journal of Environmental Research and Public Health, 19(1), 395.
  • Jeong, Jiwoon; Park, Youngjun; Park, Sohyun (2023). “Safety-critical events in bicycle lanes in Jongno, Seoul.” Journal of Urbanism: International Research on Placemaking and Urban Sustainability, 16(1), 1-24.
  • Park, Youngjun; Park, Sohyun (2019). “Car-use and Non-work Travel of Housewives in Residential Neighborhood of Seoul.” Seoul Research, 20(1), 45-59.

학술대회 발표 (Conference Proceedings)

  • Park, Youngjun; An, Jisun; Lee, Dongman (2025). “A Model for Monthly, Local-Level Airbnb Changes Using Public Dataset.” Proceedings of the 8th International Conference on Tourism Research, 8(1), 214-223.
  • Park, Youngjun; Han, Sumin (2024). “Enhancing Population Predictions in Developing Area through Building Construction Data.” Association of European Schools of Planning (AESOP’24), poster session.
  • Han, Sumin; Park, Youngjun; Sonia Sabir; An, Jisun; Lee, Dongman (2024). “Improving Real Estate Appraisal with POI Integration and Areal Embedding.” DMO-FinTech’24: Workshop on Decision Making and Optimization in Financial Technologies (PAKDD’24).

  • Park, Youngjun; Han, Sumin; Park, Doyun; Bae, Hyeongchan; Nguyen Thanh Tung; Lee, Dongman (2024). “Integrative Geospatial Visualization for Urban Mobility Analysis.” Korea Computer Congress (KCC’24).

    layout: archive title: “연구 (Research)” permalink: /research/ author_profile: true classes: kr-font —

[EN] English

논문 (Publications)

진행 중인 논문 (Working Papers)

  • Park, Youngjun; Na, Jihye; Jang, Keonhee; Lee, Dongman; Kwon, Changhyun; Yoon, Yoonjin (2025). “Food Deserts in Context: How Site-Specific Factors Reshape Food Deserts Discussion.” Submitted to npj Urban Sustainability (in-review).

저널 논문 (Journal Articles)

  • Park, Youngjun; Chung, Haegwon; Park, Sohyun (2021). “Changes of walking activity during the first cycle phases of COVID-19 pandemic: A case study of Seoul, Korea.” HERD: Health Environments Research & Design Journal, 14(4), 43-57.
  • Park, Youngjun; Lee, Sunjae; Park, Sohyun (2022). “Differences in park walking, comparing the physically inactive and active groups: data from mHealth monitoring system in Seoul.” International Journal of Environmental Research and Public Health, 19(1), 395.
  • Jeong, Jiwoon; Park, Youngjun; Park, Sohyun (2023). “Safety-critical events in bicycle lanes in Jongno, Seoul.” Journal of Urbanism: International Research on Placemaking and Urban Sustainability, 16(1), 1-24.
  • Park, Youngjun; Park, Sohyun (2019). “Car-use and Non-work Travel of Housewives in Residential Neighborhood of Seoul.” Seoul Research, 20(1), 45-59.

학술대회 발표 (Conference Proceedings)

  • Park, Youngjun; An, Jisun; Lee, Dongman (2025). “A Model for Monthly, Local-Level Airbnb Changes Using Public Dataset.” Proceedings of the 8th International Conference on Tourism Research, 8(1), 214-223.
  • Park, Youngjun; Han, Sumin (2024). “Enhancing Population Predictions in Developing Area through Building Construction Data.” Association of European Schools of Planning (AESOP’24), poster session.
  • Han, Sumin; Park, Youngjun; Sonia Sabir; An, Jisun; Lee, Dongman (2024). “Improving Real Estate Appraisal with POI Integration and Areal Embedding.” DMO-FinTech’24: Workshop on Decision Making and Optimization in Financial Technologies (PAKDD’24).
  • Park, Youngjun; Han, Sumin; Park, Doyun; Bae, Hyeongchan; Nguyen Thanh Tung; Lee, Dongman (2024). “Integrative Geospatial Visualization for Urban Mobility Analysis.” Korea Computer Congress (KCC’24).
  • Ahmad Elmoursi; Han, Sumin; Bae, Hyungchan; Park, Youngjun; Nguyen Thanh Tung; Lee, Dongman (2024). “Enhancing Geospatial Recommendations through Natural Language Processing with Large Language Models.” Korea Computer Congress (KCC’24).
  • Han, Sumin; Park, Youngjun; Lee, Minji; An, Jisun; Lee, Dongman (2023). “Enhancing Spatio-temporal Traffic Prediction through Urban Human Activity Analysis.” Information and Knowledge Management, Proceedings, 689-698.
  • Park, Youngjun; Han, Sumin; An, Jisun; Lee, Dongman (2023). “Encoding Urban Trajectory as a Language: Deep Learning Insights for Human Mobility Pattern.” Association of Collegiate Schools of Planning (ACSP ’23).
  • Park, Youngjun (2022). “Parks and Healthy Walking: smartphone physical activity recognition data for place and walking.” Urban Design Institute of Korea.
  • Park, Youngjun; Park, Sohyun (2017). “A Study on the Location of Car-sharing in the Neighborhood Area and Replacement of Vehicle Ownership in Community.” Urban Design Institute of Korea.

연구 프로젝트 (Research Projects)

  • GS-KAIST 스마트시티 연구센터 (2024-2025)
    • 박사후 연구원
    • 한국과학기술원(KAIST), GS건설
    • AI 기반 도시 시스템 개발 및 스마트 시티 기술
  • AI기반 비접촉 마약 탐지 기술 연구 (2024-2025)
    • 박사후 연구원
    • 한국과학기술원(KAIST)
    • Project No. RS-2024-00459749
  • 대규모 언어모델 기반 멀티모달 시공간 도시 예측 모델 연구 (2024-2025)
    • 박사후 연구원
    • 한국과학기술원(KAIST)
    • Project No. RS-2024-00356597
  • 자가 학습 기반 Autonomic IoT 에지 컴퓨팅 기술 연구 (2022-2025)
    • 박사후 연구원
    • SW StarLab Project, 한국과학기술원(KAIST)
    • Project No. RS-2019-II191126
  • AI 기반 스마트모빌리티 시스템 개발 (2022-2024)
    • 참여 연구원
    • 대구광역시, 한국과학기술원(KAIST)
    • Project No. N04230030
  • 정부 예산에 대한 보행자 관련 사업 텍스트 분석 (2022-2023)
    • 연구 용역
    • 건축공간연구원(AURI)
  • 개별 GPS경로분석을 통한 근린 내 걷기실천 저조자와 양호자 그룹 간 보행활동 비교 연구 (2019-2021)
    • 연구장학금 수혜자
    • 한국연구재단, 서울대학교
  • WalkON 스마트폰 앱 개발을 위한 보행 데이터 분석 및 서비스 기획™ (2019-2020)
    • 연구팀장, 외부소속기관 참여연구원
    • 스왈라비(주)
  • 영유아 공간복지를 위한 GIS 분석 연구 (2018-2019)
    • 연구 조교, 외부소속기관 참여연구원
    • 이화여자대학교
  • 베트남 후에시 ODA사업 도시기본계획 수립 연구 (2015-2016)
    • 연구 조교
    • 한국국제협력단(KOICA), 서울대학교