Project

Research Projects

Ongoing research is listed, with status and links, on the Current Research Projects page. The main series are:

  • AI & Work Change — A three-paper series on how professionals adapt to AI-driven changes in their work, built on the A-PEM (Awareness–Perception–Envisioning–Management) process model.
  • SME Digital Transformation (K-하이테크 플랫폼) — Papers built on the K-Hightech Platform data on digital-transformation (DT) training in Korean small and medium-sized enterprises. The original platform-data analysis is complete; the papers below follow from it.
  • KIRD — Science & Technology HRD Survey Data

Advisory and Commissioned Projects

  • CloudBro AI Inc. — advisor and participating researcher, including a 2026 Ministry of Science and ICT open-source AI national R&D project (February 2025 – April 2026)
  • Hanwha Institute of Human Resource Development, Hanwha Group — external advisory committee, redesign of the group-wide organizational culture survey (June – July 2022)
  • National Assembly Futures Institute — long-term expert advisor; topic modeling of National Assembly budget and settlement analysis reports; R data-analysis workshop (July 2020 –)
  • KIRD / Hunet EduTech Lab — expert committee, study on ASP system expansion and online content development (February – August 2020)
  • Seoul National University (Prof. Chan Lee) — co-researcher and analytics advisor: staff job-rotation and career-path study (2018); Korea Polytechnics competency assessment tool development (2020)

Funded Projects (Collaboration)

  • VITAMMINS Tutor — system maintenance and content management, 2018–2019 (PI: Dr. Frank Ritter; sponsored by CDMRP and USAMRAA)
  • Moving Target Tutor — system maintenance and content management, 2018–2019 (PI: Dr. Frank Ritter; sponsored by the Office of Naval Research and MCWL)
  • KRK (Theory of Skill Learning and Retention) Study Maintenance Tutor — system maintenance and content management, 2018–2019 (PI: Dr. Frank Ritter)

Details are in the CV.