JICS

1. Development of Product Recommendation System Using MultiSAGE Model and ESG Indicators

Hyeon-woo Kim, Yong-jun Kim, Gil-sang Yoo, Vol. 25, No. 1, pp. 69-78, Feb. 2024

10.7472/jksii.2024.25.1.69
Keywords: MultiSAGE, recommend system, ESG, GraphSAGE

2. FedGCD: Federated Learning Algorithm with GNN based Community Detection for Heterogeneous Data

Wooseok Shin, Jitae Shin, Vol. 24, No. 6, pp. 1-11, Dec. 2023

10.7472/jksii.2023.24.6.1
Keywords: Federated learning, Non-IID, data heterogeneity, community detection, Graph Neural Networks

3. A Method for Region-Specific Anomaly Detection on Patch-wise Segmented PA Chest Radiograph

Hyun-bin Kim, Jun-Chul Chun, Vol. 24, No. 1, pp. 49-59, Feb. 2023

10.7472/jksii.2023.24.1.49
Keywords: Anomaly Detection, Chest Radiograph, computer vision, Semi-supervised learning, Image Feature Modeling

4. Automatic Target Recognition Study using Knowledge Graph and Deep Learning Models for Text and Image data

Jongmo Kim, Jeongbin Lee, Hocheol Jeon, Mye Sohn, Vol. 23, No. 5, pp. 145-154, Oct. 2022

10.7472/jksii.2022.23.5.145
Keywords: Automatic Target Recognition, Text-image Graph Conversion, Graph Entity Alignment, Knowledge Graph-based Target Recognition

5. Construction of an Audio Steganography Botnet Based on Telegram Messenger

Jin Jeon, Youngho Cho, Vol. 23, No. 5, pp. 127-134, Oct. 2022

10.7472/jksii.2022.23.5.127
Keywords: Steganography, Botnet, Stego botnet, Audio Flie, Telegram Messenger

6. Development of The Safe Driving Reward System for Truck Digital Tachograph using Hyperledger Fabric

Yong-bae Kim, Juyong Back, Jongweon Kim, Vol. 23, No. 3, pp. 47-56, Jun. 2022

10.7472/jksii.2022.23.3.47
Keywords: Blockchain, DTG(Digital Tacho-Graph), Hyperledger Fabric, lightweight blockchain, Random Seed, SDRS(Safe Driving Reward System), SDCN(Safe Driving Channel Network), SDRCN(Safe Driving Reward Channel Network)

7. Design and Implementation of a Secure Smart Home with a Residential Gateway

Sang-kon Kim, Tae-kon Kim, Vol. 23, No. 2, pp. 9-17, Apr. 2022

10.7472/jksii.2022.23.2.9
Keywords: Secure Smart Home, Cryptographic Protocol, Residential Gateway, home automation

8. A Study on Novel Steganography Communication Technique based on Thumbnail Images in SNS Messenger Environment

Simun Yuk, Youngho Cho, Vol. 22, No. 6, pp. 151-162, Dec. 2021

10.7472/jksii.2021.22.6.151
Keywords: Steganography, Defense Information Technology, SNS Messenger, Covert communication, KakaoTalk, Thumbnail image

9. Actantial Model-based Character Role Recognition using Emotional Flow Graph among Characters in Text Stories

Hye-Yeon Yu, Moon-Hyun Kim, Byung-Chull Bae, Vol. 22, No. 1, pp. 51-63, Feb. 2021

10.7472/jksii.2021.22.1.51
Keywords: Actantial model, Character Role Recognition, Character Relationship Graph, Character Sentiment Flow Graph

10. Korean Contextual Information Extraction System using BERT and Knowledge Graph

SoYeop Yoo, OkRan Jeong, Vol. 21, No. 3, pp. 123-131, Jun. 2020

10.7472/jksii.2020.21.3.123
Keywords: contextual information extraction, person extraction, Relation Extraction, sentiment extraction, BERT, Knowledge Graph