Digital Library

KIPS Transactions on Software and Data Engineering, Vol. 11, No. 8, Aug. 2022


Analyzing Korean Math Word Problem Data Classification Difficulty Level Using the KoEPT Model
Rhim Sangkyu, Ki Kyung Seo, Kim Bugeun, Gweon Gahgene
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 8, pp. 315-324, Aug. 2022
https://doi.org/10.3745/KTSDE.2022.11.8.315
Keywords: Math Word Problems, Generation Model, Transformer, Pointer Network, Classification Difficulty

Sign Language Dataset Built from S. Korean Government Briefing
Hohyun Sim, Horyeol Sung, Seungjae Lee, Hyeonjoong Cho
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 8, pp. 325-330, Aug. 2022
https://doi.org/10.3745/KTSDE.2022.11.8.325
Keywords: Sign Language Recognition, Sign Language Translation, Sign Language Segmentation, Sign Language Dataset, Deep Learning

Evaluating SR-Based Reinforcement Learning Algorithm Under the Highly Uncertain Decision Task
Kim So Hyeon, Lee Jee Hang
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 8, pp. 331-338, Aug. 2022
https://doi.org/10.3745/KTSDE.2022.11.8.331
Keywords: SR Based Reinforcement Learning Algorithm, 2-Stage Markov Decision Task, State Transition Probability, Reward Function

Explainable Photovoltaic Power Forecasting Scheme Using BiLSTM
Sungwoo Park, Seungmin Jung, Jaeuk Moon, Eenjun Hwang
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 8, pp. 339-346, Aug. 2022
https://doi.org/10.3745/KTSDE.2022.11.8.339
Keywords: Smart Grid, Photovoltaic Power Forecasting, Deep Learning, Explainable Artificial Intelligence

Forest Change Detection Service Based on Artificial Intelligence Learning Data
Hankun Chung, Jong-in Kim, Sun Young Ko, Seunggi Chai, Youngtae Shin
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 8, pp. 347-354, Aug. 2022
https://doi.org/10.3745/KTSDE.2022.11.8.347
Keywords: Artificial intelligence, Learning Data, Forest Tree Species, Forest Change Detection, Aerial Photographs