Jiseok Yang is currently a researcher at i-SENS. He received his BS degree in Industrial Information System Engineering from Jeonbuk University in Jeonju, South Korea and his MS degree in Computer Engineering from Kwangwoon University in Seoul, South Korea.

His research interests include machine learning, deep learning, graph neural networks (GNN), and data mining, with a focus on price prediction using advanced ML techniques.

Publications

Journal Articles

• Jiseok Yang, Jinseok Kim, Hanwoong Ryu, Jiwoon Lee, Cheolsoo Park, “Predicting Car Rental Prices: A Comparative Analysis of Machine Learning Models”, MDPI Electronics, Jun. 2024

• Jiseok Yang, Hanwoong Ryu, Jiwoon Lee, Jihong Lee, Cheolsoo Park, “Design of Metaverse Rental Car Price Prediction Method Through Machine Learning Techniques”, Journal of Broadcast Engineering, Jan. 2024

Conference Papers

• 양지석, 양근보, 이정환, 박철수, “Large Language Models의 제로샷 기법을 적용한 렌터카 차량 가격 예측”, 대한전자공학회 하계학술대회, Jun. 2024

• D. Kwon, Y. Kang, and J. Yang and C. Park, “Real-Time Anomaly Detection in Industrial Cyber-Physical Systems Using Deep Learning based Bidirectional GRU”, IEIE Artificial Intelligence and Signal Processing, Sep. 2023, pp. 239-241

• Jiseok Yang, Jinseok Kim, Jiwoon Lee, Hanwoong Ryu, Seonghyeok Yeo, Panjung Kim, Yoonki Kim, Jiyeun Lim, Hyunjoon Yoon, Cheolsoo Park, “Metaverse: Research Based Prediction Model of the Car Price in view of the Machine-learning Method”, IEEE International Conference on Metaverse Computing, Networking and Applications (IEEE MetaCom 2023), Kyoto, Japan, Jun. 2023

Awards

• 우수 학생 논문상, 대한전자공학회 하계학술대회, Jun. 2024
  • “Large Language Models의 제로샷 기법을 적용한 렌터카 차량 가격 예측”

Patents

• 박철수, 양지석, 류한웅, “LLM 기반 차량 추천 시스템”, 출원번호: 10-2023-0190509, Dec. 2023, 대한민국