Author

Jeong-Hoon Lee

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Aug 2026

Exploring the Feasibility of Machine Learning-Based Automated Scoring for Constructed-Response Assessment in Technology Education

As educational paradigms shift from knowledge-based to competency-based approaches, the importance of constructed-response assessment has increased because it enables comprehensive evaluation of students’ thinking processes and problem-solving abilities. However, scoring constructed-response items requires substantial...

Yun-Jin Lim, Jeonghoon Lee · Korean Technology Education... · 0 citations

#small language model Open access Aug 2026

Knowledge Accuracy and Response Characteristics of an On-Device Large Language Model in Building Environmental Engineering: a Preliminary Case Study of EXAONE 4.0 1.2B Using ChatGPT-4o as a Cloud Reference

This preliminary case study examines EXAONE 4.0 1.2B, an on-device large language model (LLM), in building environmental engineering, using ChatGPT-4o as a high-capability cloud reference rather than a size-matched competitor. Ten Korean-language items were evaluated: four multiple-choice, three single-step calculation...

C. Cheong, Jeonghoon Lee · Architectural research · 0 citations