Digital Library

Vol. 24, No. 6, Dec. 2023

1. 1. FedGCD: Federated Learning Algorithm with GNN based Community Detection for Heterogeneous Data
   Wooseok Shin, Jitae Shin, Journal of Internet Computing and Services, 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


2. 2. A Study on the Secure Cloud Federation Model of Korean Public and Administrative Institutions based on U.S. TIC 3.0
   Soo-hyun Lee, Ha-neul Lim, Byung-chul Bae, Eunseong Kang, Hyung-Jong Kim, Journal of Internet Computing and Services, Vol. 24, No. 6, pp. 13-21, Dec. 2023
   10.7472/jksii.2023.24.6.13
   Keywords: 클라우드, 클라우드 연합 참조 아키텍처, TIC 3.0, 공공･행정기관, Cloud, CFRA(Cloud Federation Reference Architecture), TIC 3.0, public·administrative institutions


3. 3. Haptic System to Provide the Realistic Sensation of Virtual Impact
   Jechan Jeon, Jaeyoung Park, Journal of Internet Computing and Services, Vol. 24, No. 6, pp. 23-29, Dec. 2023
   10.7472/jksii.2023.24.6.23
   Keywords: 가상 임팩트, 햅틱 임팩트, 가상 상호작용, virtual impact, haptic impact, virtual interaction


4. 4. Proposal for the Hourglass-based Public Adoption-LinkedNational R&D Project Performance Evaluation Framework
   SeungHa Lee, Daehwan Kim, Kwang Sik Jeong, Keon Chul Park, Journal of Internet Computing and Services, Vol. 24, No. 6, pp. 31-39, Dec. 2023
   10.7472/jksii.2023.24.6.31
   Keywords: 통합형 국가연국개발사업, 국가연구개발사업 성과평가, Hourglass 모델, 성과평가지표, Integrated National R&D Program, National R&D Program Performance Evaluation, Hourglass Model, Performance Evaluation Indicator


5. 5. Trends in Patents for Numerical Analysis-Based Financial Instruments Valuation Systems
   Moonseong Kim, Journal of Internet Computing and Services, Vol. 24, No. 6, pp. 41-47, Dec. 2023
   10.7472/jksii.2023.24.6.41
   Keywords: 금융상품, 가치평가 시스템, 수치해석, 인공지능, 특허 동향, Financial Instruments, Valuation System, Numerical analysis, Artificial intelligence, Korean Patent Trend


6. 6. A Machine Learning-based Popularity Prediction Model for YouTube Mukbang Content
   Beomgeun Seo, Hanjun Lee, Journal of Internet Computing and Services, Vol. 24, No. 6, pp. 49-55, Dec. 2023
   10.7472/jksii.2023.24.6.49
   Keywords: 머신러닝, 유튜브, 먹방, 인기 예측, 예측 모델, Machine Learning, YouTube, Mukbang, Popularity Prediction, Predictive model


7. 7. A Study on the Perceptions of SW·AI Education for Elementary and Secondary School Teachers Using Text Mining
   Mihyun Chung, Oakyoung Han, Kapsu Kim, Seungki Shin, Jaehyoun Kim, Journal of Internet Computing and Services, Vol. 24, No. 6, pp. 57-64, Dec. 2023
   10.7472/jksii.2023.24.6.57
   Keywords: SW 교육, AI 교육, 교사 인식, Software Education, Artificial Intelligence Education, Teachers’ Perception


8. 8. The Effects of Digital Informatization Level Among North Korean Defectors on Daily Life Satisfaction and the Mediating Effects of Social Capital
   Sunghui Cho, Journal of Internet Computing and Services, Vol. 24, No. 6, pp. 65-72, Dec. 2023
   10.7472/jksii.2023.24.6.65
   Keywords: 디지털정보화수준, 생활만족, 사회적 자본, 북한이탈주민, Digital Informatization Level, Life Satisfaction, Social Capital, North Korean Defector


9. 9. Intelligent Motion Pattern Recognition Algorithm for Abnormal Behavior Detections in Unmanned Stores
   Young-june Choi, Ji-young Na, Jun-ho Ahn, Journal of Internet Computing and Services, Vol. 24, No. 6, pp. 73-80, Dec. 2023
   10.7472/jksii.2023.24.6.73
   Keywords: 무인 점포, 센서, 저비용, 이상행동, 탐지, 융합 알고리즘, Unmanned Stores, Sensors, Low Costs, Abnormal Behaviors, Detect, Fusion Algorithm


10. 10. Vision-based Low-cost Walking Spatial Recognition Algorithm for the Safety of Blind People
    Sunghyun Kang, Sehun Lee, Junho Ahn, Journal of Internet Computing and Services, Vol. 24, No. 6, pp. 81-89, Dec. 2023
    10.7472/jksii.2023.24.6.81
    Keywords: 모션 캡쳐, 객체 탐지, 보행, 시각장애인, 실시간 영상, Motion Capture, Object Detection, Walking, Blind People, Real-time Video


11. 11. Detection Fastener Defect using Semi Supervised Learning and Transfer Learning
    Sangmin Lee, Seokmin Han, Journal of Internet Computing and Services, Vol. 24, No. 6, pp. 91-98, Dec. 2023
    10.7472/jksii.2023.24.6.91
    Keywords: 선로 체결 장치, 준지도 학습, 전이 학습, 비용, Fastener, semi-supervised, Pretrained, Cost


12. 12. AI Crime Prediction Modeling Based on Judgment and the 8 Principles
    Hye-sung Jung, Eun-bi Cho, Jeong-hyeon Chang, Journal of Internet Computing and Services, Vol. 24, No. 6, pp. 99-105, Dec. 2023
    10.7472/jksii.2023.24.6.99
    Keywords: 인공지능, 리걸테크, 판결문, RNN, 범죄스크립트분석, AI, LegalTech, Judgment, RNN, Crime Script Analysis


13. 13. Integrated Scenario Authoring Method using Mission Impact Analysis Tool due to Cyber Attacks
    Yonghyun Kim, Donghwa Kim, Donghwan Lee, Juyoub Kim, Myung Kil Ahn, Journal of Internet Computing and Services, Vol. 24, No. 6, pp. 107-117, Dec. 2023
    10.7472/jksii.2023.24.6.107
    Keywords: 사이버 임무 영향 분석, 사이버 M&S, CyMIA, 시나리오, Cyber Mission Impact Analysis, cyber M&S, CyMIA, scenario


14. 14. A Research on Adversarial Example-based Passive Air Defense Method against Object Detectable AI Drone
    Simun Yuk, Hweerang Park, Taisuk Suh, Youngho Cho, Journal of Internet Computing and Services, Vol. 24, No. 6, pp. 119-125, Dec. 2023
    10.7472/jksii.2023.24.6.119
    Keywords: 객체인식AI 기술 적용 드론, AI드론, 적대적 머신러닝, 군집드론, 방공작전, 기지방호, object detectable drone, AI drone, Adversarial machine learning, swarm drone, air defense, base defense


15. 15. A Study on Automatic Discovery and Summarization Method of Battlefield Situation Related Documents using Natural Language Processing and Collaborative Filtering
    Kunyoung Kim, Jeongbin Lee, Mye Sohn, Journal of Internet Computing and Services, Vol. 24, No. 6, pp. 127-135, Dec. 2023
    10.7472/jksii.2023.24.6.127
    Keywords: 전장상황 인식, 지휘결심, 자연어 처리, 언어 모델, 협업 필터링, 개체명 인식, Battlefield situation awareness, Decision Making, Natural Language Processing, Language Model, Collaborative Filtering, named entity recognition


16. 16. A Study on Intelligent Self-Recovery Technologies for Cyber Assets to Actively Respond to Cyberattacks
    Se-ho Choi, Hang-sup Lim, Jung-young Choi, Oh-jin Kwon, Dong-kyoo Shin, Journal of Internet Computing and Services, Vol. 24, No. 6, pp. 137-144, Dec. 2023
    10.7472/jksii.2023.24.6.137
    Keywords: 사이버 공격 기술, 사이버 자산, 다운타임 최소화, 지능형 자가복구기술, Cyberattack technology, Cyber Assets, Minimize Downtime, Intelligent Self-Recovery Technology


17. 17. Derivation of an effective military fitness model RSC clustering analysis method through review of e-commerce customers clustering analysis methods
    Junho Lee, Byung-in Roh, Dong-kyoo Shin, Journal of Internet Computing and Services, Vol. 24, No. 6, pp. 145-153, Dec. 2023
    10.7472/jksii.2023.24.6.145
    Keywords: 군인, 체력, RFM 고객 분석 기법, RSC 분석 모형, Military, fitness, RFM customer analysis, RSC analysis model


18. 18. Selection Criteria of Target Systems for Quality Management of National Defense Data
    Jiseong Son, Yun-Young Hwang, Journal of Internet Computing and Services, Vol. 24, No. 6, pp. 155-160, Dec. 2023
    10.7472/jksii.2023.24.6.155
    Keywords: 국방데이터, 데이터 품질관리, 중점 대상체계, 품질관리 지표, National Defense Data, Data Quality Management, Key Target System, Criteria of Quality Management


19. 19. A Study on the Metadata Schema for the Collection of Sensor Data in Weapon Systems
    Jinyoung Kim, Hyoung-seop Shim, Jiseong Son, Yun-Young Hwang, Journal of Internet Computing and Services, Vol. 24, No. 6, pp. 161-169, Dec. 2023
    10.7472/jksii.2023.24.6.161
    Keywords: 상태기반정비, 국방데이터, 센서데이터, 국방빅데이터, 메타데이터, CBM+, Condition-Based Maintenance, Defence Data, Sensor data, Defence Big Data, Metadata


20. 20. A Study on the Selection of Hydrogen Refueling Station Locations within Military Bases Considering Minimum Safe Distances between Adjacent Buildings
    Dong-Yeon Kim, Hyuk-Jin Kwon, Journal of Internet Computing and Services, Vol. 24, No. 6, pp. 171-180, Dec. 2023
    10.7472/jksii.2023.24.6.171
    Keywords: 제트화재, 증기운폭발, 안전, 수소충전소, Jet fire, Vapor Cloud Explosion, Military Safety, hydrogen charging station