교직원

Faculty & Staff

  • 교직원
  • 교수

교수

교수 이미지
비즈니스 AI 빅데이터 분석
김하영 교수
  • 02-2123-4194
  • hayoung.kim@yonsei.ac.kr
  • MLCF 연구실
  • 새천년관 420호
연구분야

Multi-modal Deep LearningDeep LearningComputer Vision

학력
  • Ph.D. Mathematics, Purdue University, West Lafayette, IN, USA, (2010)

  • M.S. Mathematics with Computational Finance, Purdue University, West Lafayette, IN, USA, (2007)

  • B.S. Mathematics, Kyung Hee University, Seoul, Republic of Korea, (2000)

경력
  • 현, 연세대학교 정보대학원 부교수

주요 연구활동 및 저서
  • Sungsoo Kim†, Hyukjae Kwon†, Jisang Yoon, Ha Young Kim*, "Dynamic Factor-Informed Reinforcement Learning for Enhancing Portfolio Optimization," accepted, Financial Innovation.(SSCI) [IF 2023: 6.9, Rank:9/233(Business, Finance), IF(%)=3.6 < 5%]

  • Soyeon Park†, Byungdo Cheon†, Ha Young Kim†, Heejung Kim*, "Investigated Predictors of Construction Workers Ongoing Fatigue: Random Forest Approach," accepted, Journal of Management in Engineering.(SCIE) [IF 2022: 7.4, Rank:6/139(Civil Engineering), IF(%)=4.0 < 5%]

  • Hyorim Shin, Jeongeun Park, Jungmin Yu, Jungeun Kim, Ha Young Kim, Changhoon Oh*, "Looping In: Exploring Feedback Strategies to Motivate Human Engagement in Interactive Machine Learning," accepted, International Journal of Human-Computer Interaction.(SSCI/SCIE).

  • Jeongeun Park, Changhoon Oh, Ha Young Kim*, "AI vs. Human-Generated Content and Accounts on Instagram: User Preferences, Evaluations, and Ethical Considerations," Technology in Society, vol. 79, Dec. 2024 [IF 2023: 10.1, Rank:2/263(Social Sciences, Inter.), IF(%)=0.6 < 1%] (SSCI).

  • Jeongeun Park†, Hyunmin Kang†, Ha Young Kim*, "Human, do you think this painting is the work of a real artist?," International Journal of Human-Computer Interaction, vol. 40, No. 18, Sep. 2024, [IF 2021: 4.920, Rank:2/16 (ERGONOMICS), IF(%)=9.375 < 10%] (SSCI/SCIE).

  • Jeongeun Park†, Sojeong Seong†, Soyeon Park, Minchae Kim, Ha Young Kim*, "Multi-label material and human risk factors recognition model for construction site safety management," Journal of Safety Research, vol. 91, December 2024, pages 354-365 [IF 2023: 3.9, Rank:8/263(Social Sciences), IF(%)=2.9 < 5%] (SSCI).

Ha-Young Kim