Digital Library

KIPS Transactions on Software and Data Engineering, Vol. 12, No. 11, Nov. 2023


Research on ITB Contract Terms Classification Model for Risk Management in EPC Projects: Deep Learning-Based PLM Ensemble Techniques
Hyunsang Lee, Wonseok Lee, Bogeun Jo, Heejun Lee, Sangjin Oh, Sangwoo You, Maru Nam, Hyunsik Lee
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 11, pp. 471-480, Nov. 2023
https://doi.org/10.3745/KTSDE.2023.12.11.471
Keywords: EPC Projects, ITB Documents, Deep Learning, PLM, ELECTRA

A Study on Dataset Generation Method for Korean Language Information Extraction from Generative Large Language Model and Prompt Engineering
Jeong Young Sang, Ji Seung Hyun, Kwon Da Rong Sae
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 11, pp. 481-492, Nov. 2023
https://doi.org/10.3745/KTSDE.2023.12.11.481
Keywords: Large Language Model, Prompt Egineering, Zero-shot Learning, Dataset Generation, Information Extraction

Stochastic Self-similarity Analysis and Visualization of Earthquakes on the Korean Peninsula
JaeMin Hwang, Jiyoung Lim, Hae-Duck J. Jeong
KIPS Transactions on Software and Data Engineering, Vol. 12, No. 11, pp. 493-504, Nov. 2023
https://doi.org/10.3745/KTSDE.2023.12.11.493
Keywords: Earthquake, Stochastic Self-similarity, Visualization, Self-similar Process, Hurst parameter