Digital Library

KIPS Transactions on Software and Data Engineering, Vol. 11, No. 6, Jun. 2022


Study for Design of Defect Management to Improve the Quality of IoT Products
Kim Jae Gyeong, Choi Yeong Sook, Cho Kyeong Rok, Lee Eun Ser
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 6, pp. 229-236, Jun. 2022
https://doi.org/10.3745/KTSDE.2022.11.6.229
Keywords: IoT, fire detection, Defect Management, Factor Analysis, Defect Tracking

Deep Learning-Based Personalized Recommendation Using Customer Behavior and Purchase History in E-Commerce
Da Young Hong, Ga Yeong Kim, Hyon Hee Kim
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 6, pp. 237-244, Jun. 2022
https://doi.org/10.3745/KTSDE.2022.11.6.237
Keywords: Online Behavior Log, Purchase History, VAE-based Recommendation, Extracting Latent Space

Comparison of Deep Learning Models Using Protein Sequence Data
Jeung Min Lee, Hyun Lee
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 6, pp. 245-254, Jun. 2022
https://doi.org/10.3745/KTSDE.2022.11.6.245
Keywords: CNN, LSTM, GRU, Combined Model, Protein Sequence

Examination of Aggregate Quality Using Image Processing Based on Deep-Learning
Kim Seong Kyu, Choi Woo Bin, Lee Jong Se, Lee Won Gok, Choi Gun Oh, Bae You Suk
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 6, pp. 255-266, Jun. 2022
https://doi.org/10.3745/KTSDE.2022.11.6.255
Keywords: Fineness Modulus, Aggregate Shape Rate, Aggregate Grading, Concrete, image processing, HED

A Blockchain-Based Cheating Detection System for Online Examination
Goo Mo Nam, Ji Su Park, Jin Gon Shon
KIPS Transactions on Software and Data Engineering, Vol. 11, No. 6, pp. 267-272, Jun. 2022
https://doi.org/10.3745/KTSDE.2022.11.6.267
Keywords: Blockchain, Online Examination, Cheating Detection