A business performance prediction patent registered in both Korea and the US, and academic work on leadership, teams and project management.
Proprietary engine that analyzes self, 360°, organization and survey results and generates web and PDF reports automatically.
RESEARCH HISTORY
Recognizes emotion from bio-signals, facial expression and facial surface temperature, processed in parallel. Originally filed by Chungnam National University.
The Strategic Importance of Team Effectiveness in the AI Era: An Integrated SER-M and Shared Mental Model Case Study of TossJournal of Mechanism Management (메커니즘 연구), 6(3)
JOURNALVertical and Horizontal Coordinates of AI Project Management: A Two-Axis Integration of CPMAI and the PMBOK Guide (8th Edition)ProjMAN – International Conference on Project MANagement
CONFERENCEReconciling Two Time Logics: An Agile–CPMAI Integration Framework for Managing AI ProjectsPark, J., Kang, B., Syeed, M. S. I., Nyarkoh, M., Kwak, Y. H., & Park, C.ProjMAN 2026 – International Conference on Project MANagement · to appear in Procedia Computer ScienceFrames the clash between Agile and AI work as a dual-timeline problem and proposes a framework in which CPMAI phases form the strategic backbone and Agile sprints the execution rhythm, linked by phase gates and a two-tier Definition of Done. The evaluation instrument was pre-tested with an LLM-simulated Delphi.Paper (PDF) ↗Data & replication (GitHub) ↗
CONFERENCEAsymmetric Competitive Advantage Strategy of Financial Underdog TOSS: Case Study Based on SER-M Management Strategy ModelJournal of Mechanism Management (메커니즘 연구), 6(2)
JOURNALA Study on Clarifying Project Manager's AI Competency and Systematizing: Focusing on the Development of Performance Indicators to Improve Project Outcome Prediction Accuracy14th IPMA Research Conference (Project Management Practice in Disruptive Era), Bogotá, Colombia
CONFERENCEIndividual Level Goal Clarity and Perceived Team Effectiveness: Perceived Shared Mental Model Mediation and Job Group DifferencesJournal of Creativity and Innovation, 19(3), 59–87 · doi:10.22834/PDS.2026.19.3.59
JOURNALDevelopment and Validation of the Shared Mental Model ScaleKorean Journal of Industrial and Organizational Psychology, 39(2), 267–285 · doi:10.24230/kjiop.v39i2.267-285
JOURNALThe Application of Generative AI in Project Management: Focusing on Text-Mining Projects for Human ResourcesOum, S., Park, J., Kwak, Y. H., Kang, B., Choi, J., & Park, C.Procedia Computer Science, 278, 1993–2002 (Elsevier) · doi:10.1016/j.procs.2026.03.196Compares GPT-3.5 and BERT with human experts on 2,420 compliance and culture survey responses: GPT-3.5 without fine-tuning reached F1 0.73, BERT 0.72, and fine-tuned BERT 0.83.
JOURNALWORK IN PROGRESS
Personalized AI Agents under Changing User Preferences and Permission BoundariesWorking paper · in preparation
WORKING PAPERPerceived Generative AI Complementarity and Team Effectiveness: The Mediating Role of Shared Mental ModelsWorking paper · in preparation
WORKING PAPERHow Work Practices Drive Organizational Efficiency: The Mediating Role of Change Agents and the Moderating Effect of AI-Enabled InfrastructureWorking paper · in preparation
WORKING PAPERBuilding Dynamic Capabilities for AI-Enabled Project Management: How PM Competency Drives AI Utilization and PerformanceWorking paper · in preparation
WORKING PAPERThe Mediating Role of Shared Mental Models in the Relationship Between Goal Clarity and Team Effectiveness: A Multi-Group Path Analysis by PositionWorking paper · in preparation
WORKING PAPER
In Korean
Kang Rim (姜林) · BOOKK
Maps self-deception, from unconscious forgetting and rationalization to deception in relationships, organizations and propaganda, as "45 steps of deception", and focuses on the first nine: how we edit memories, choose beliefs, avoid feelings and inflate the self. Five parts (Map, Mirror, Reflection, Management, Freedom), twenty chapters and five short interlude stories.
Essential Insights Decoded from Experience
Forest Kang · Independently published
The English edition of 살아본 뒤에야 비로소 읽히는 문장들. It gathers 99 universal truths, familiar proverbs, maxims and laws of life, and examines each through economics, psychology, physics and history across nine themes. Designed to be opened at a random page each day.
Korean edition of Lines Life Taught Me
Kang Rim · BOOKK
99 familiar proverbs and maxims re-read through economics, physics, psychology, history and other fields, in nine parts from the laws of economics and exchange to fate and acceptance. The hundredth page is left blank for readers to write their own lesson.
Latest first.
Journal of Mechanism Management: AI-era team effectiveness (Toss case)
ProjMAN: CPMAI × PMBOK 8th edition two-axis framework
Shared Mental Model scale published in KJIOP; Agile-CPMAI paper at ProjMAN
Jamsil corporate R&D center officially recognized
AI One-Flow launched: assessment, review & coaching in one flow
14th IPMA Research Conference, Bogotá: PM AI competency indicators
US patent US 12,591,902 B2 granted
Procedia Computer Science: generative AI × HR text-mining projects
Korea Corporate Awards, Grand Prize for Service Innovation (AI-based HR assessment platform)
KR patent No. 10-2573799 registered: ML business performance prediction