:: Journal of Korean Society of Industrial and Systems Engineering ::

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Severity Analysis of User Complaints in Negative Reviews of Fintech Payment Applications Using Topic Modeling and Large Language Models

Min-Sol Kim, Ki-Kwang Lee

Journal of Korean Society of Industrial and Systems Engineering :: Vol.49 No.3 pp.160-174

DOI:https://doi.org/10.11627/jksie.2026.49.3.160
Open abstract
Quantitative and Qualitative Evaluation of Scholarly Topic Description Generation Using Large Language Models: A Case Study on OpenAlex

Sanggook Kim, Hyuk Hahn, Taehoon Kwon

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.4 pp.79-94

DOI:https://doi.org/10.11627/jksie.2025.48.4.079
Open abstract
Automated FMEA Framework Reflecting Field Failures Using Local LLM-Based RAG

Jinsoo Jeong, Yoojin Jang, Kwanghui Shin, Si-Woo Kim, Yong Soo Kim

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.3 pp.93-103

DOI:https://doi.org/10.11627/jksie.2025.48.3.093
Open abstract
Network Analysis of Disease Relationships Using Large Language Model Embeddings

Yonggwan Shin, Seyoung Kim, Bonggyun Ko

Journal of Korean Society of Industrial and Systems Engineering :: Vol.48 No.1 pp.1-8

DOI:https://doi.org/10.11627/jksie.2025.48.1.001
Open abstract
Instruction Fine-tuning and LoRA Combined Approach for Optimizing Large Language Models

Sang-Gook Kim, Kyungran Noh, Hyuk Hahn, Boong Kee Choi

Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.134-146

DOI:https://doi.org/10.11627/jksie.2024.47.2.134
Open abstract