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Author

Sungkon Moon

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Oct 2026

Implementing Adaptive Instructional Strategies for Inclusive BIM Education: Graduate-Level Case Study

Graduate-level building information modeling (BIM) courses often enroll students with widely varying technical skills and professional backgrounds, presenting challenges to educators in implementing equitable and effective instruction. This case study describes the development and implementation of an adaptive instru...

Jaehyun Park, Sungkon Moon · 0 citations
#graph neural networks Open access Dec 2026

Synthetic data-driven framework for estimating worker activity intensity using pose-based graph neural networks

This paper proposes a metabolic equivalent of task (MET) class prediction framework that combines Stable Diffusion-generated synthetic images with B-ResSkelGCN, which learns from skeleton graphs, for non-contact evaluation of construction workers' workload levels. Using domain-informed prompts, synthetic images were ge...

Junhong Kim, Kieun Lee, Youngseo Hwang et al. · 0 citations

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