• Journal of Internet Computing and Services
    ISSN 2287 - 1136 (Online) / ISSN 1598 - 0170 (Print)
    https://jics.or.kr/
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  1. 1. Improved Parameter Inference for Low-Cost 3D LiDAR-Based Object Detection on Clustering Algorithms
    Da-hyeon Kim, Jun-ho Ahn, Vol. 23, No. 6, pp. 71-78, Dec. 2022
    10.7472/jksii.2022.23.6.71
    Keywords: 3D LiDAR, 클러스터링, 객체탐지, 카메라 융합, 하이퍼 파라미터, 3D LiDAR, clustering, Object Detection, Fusion camera, Hyper-parameter
  2. 2. A study on machine learning-based defense system proposal through web shell collection and analysis
    Ki-hwan Kim, Yong-tae Shin, Vol. 23, No. 4, pp. 87-94, Aug. 2022
    10.7472/jksii.2022.23.4.87
    Keywords: 웹서비스, 웹쉘공격, 머신러닝, 웹쉘수집 및 분석, 방어시스템, Web Service, WebShell attack, Machine Learning, WebShell collection and analysis, Defense System
  3. 3. DFLM(Deeplearning facial landmark model) for facial emotion classification
    Yi-na Jeong, Yong-bo Sim, Su-rak Son, Vol. 24, No. 3, pp. 43-50, Jun. 2023
    10.7472/jksii.2023.24.3.43
    Keywords: 얼굴 특징점, 딥러닝, 얼굴 표정 분류, facial landmark, deeplearning, facial emotion classification
  4. 4. Demand Forecasting Model for Bike Relocation of Sharing Stations
    Yoosin Kim, Vol. 24, No. 5, pp. 107-120, Oct. 2023
    10.7472/jksii.2023.24.5.107
    Keywords: 공유자전거, 따릉이, 빅데이터, 수요예측, 안전재고, 기계학습, Bike Sharing, relocation, demand forecasting, Machine Learning
  5. 5. Efficient distributed consensus optimization based on patterns and groups for federated learning
    Seung Ju Kang, Ji Young Chun, Geontae Noh, Ik Rae Jeong, Vol. 23, No. 4, pp. 73-85, Aug. 2022
    10.7472/jksii.2022.23.4.73
    Keywords: 연합학습, 최적화, 가중치 모델, 통신시간, 프라이버시, ADMM, Federated learning, Optimization, Weight model, Communication time, Privacy, ADMM
  6. 6. A Machine Learning-based Popularity Prediction Model for YouTube Mukbang Content
    Beomgeun Seo, Hanjun Lee, 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. Machine Learning-based hydrogen charging station energy demand prediction model
    MinWoo Hwang, Yerim Ha, Sanguk Park, Vol. 24, No. 2, pp. 47-56, Apr. 2023
    10.7472/jksii.2023.24.2.47
    Keywords: 스마트수소에너지, 탄소중립, 에너지 수요예측, 머신러닝, 수소 충전소, Smart hydrogen energy, carbon neutrality, energy demand forecasting, Machine Learning, hydrogen charging station
  8. 8. A Research on RC3(RMF-CMMC Common Compliance) meta-model development in preparation for Defense Cybersecurity
    Jae-yoon Hwang, Hyuk-jin Kwon, Vol. 25, No. 1, pp. 123-136, Feb. 2024
    10.7472/jksii.2024.25.1.123
    Keywords: 사이버 보안감사, 컴플라이언스, 위험관리 프레임워크, 사이버 보안 성숙도 모델 인증, Cybersecurity Audit, Compliance, RMF, CMMC
  9. 9. The Case Study for Childcare Service Demand Forecasting Using Bigdata Reference Analysis Model
    Chung-Sik Yun, Seung Ryul Jeong, Vol. 23, No. 6, pp. 87-96, Dec. 2022
    10.7472/jksii.2022.23.6.87
    Keywords: 빅데이터, 데이터기반 행정, 표준분석모델, 초등돌봄 수요예측, 행정 효율성, BigData, Reference Analysis Model, Effectiveness
  10. 10. Deep Prediction of Stock Prices with K-Means Clustered Data Augmentation
    Kyounghoon Han, Huigyu Yang, Hyunseung Choo, Vol. 24, No. 2, pp. 67-74, Apr. 2023
    10.7472/jksii.2023.24.2.67
    Keywords: 주가예측, 클러스터링, 데이터 증강, 딥러닝, 인공지능, Stock Price Prediction, clustering, data augmentation, Deep Learning, Artificial intelligence
  11. 11. 3D Medical Image Data Augmentation for CT Image Segmentation
    Seonghyeon Ko, Huigyu Yang, Moonseong Kim, Hyunseung Choo, Vol. 24, No. 4, pp. 85-92, Aug. 2023
    10.7472/jksii.2023.24.4.85
    Keywords: 갈비뼈 골절 세그멘테이션, 데이터 증강, 딥러닝, 인공지능, Rib fracture segmentation, data augmentation, Deep Learning, Artificial intelligence
  12. 12. TGC-based Fish Growth Estimation Model using Gaussian Process Regression Approach
    Juhyoung Sung, Sungyoon Cho, Da-Eun Jung, Jongwon Kim, Jeonghwan Park, Kiwon Kwon, Young Myoung Ko, Vol. 24, No. 1, pp. 61-69, Feb. 2023
    10.7472/jksii.2023.24.1.61
    Keywords: 가우시안 프로세스, 열 성장 계수, 성장 예측 모델, 성장 데이터, 수온, Gaussian process, thermal growth coefficient, growth prediction model, growth data, Water Temperature
  13. 13. Control-Path Driven Process-Group Discovery Framework and its Experimental Validation for Process Mining and Reengineering
    Thanh Hai Nguyen, Kwanghoon Pio Kim, Vol. 24, No. 5, pp. 51-66, Oct. 2023
    10.7472/jksii.2023.24.5.51
    Keywords: 비즈니스 프로세스 모델, 정보제어넷, 분산 프로세스 관리 시스템, 프로세스 인텔리전스, 프로세스 제어경로 지식발견, 프로세스 마이닝, 프로세스 리엔지니어링, Business Process Models, information control nets, Distributed Process Management Systems, Process Intelligence, Process Control-Path Knowledge Discovery, Process Mining, Process Reengineering
  14. 14. A Predictive Bearing Anomaly Detection Model Using the SWT-SVD Preprocessing Algorithm
    So-hyang Bak, Kwanghoon Pio Kim, Vol. 25, No. 1, pp. 109-121, Feb. 2024
    10.7472/jksii.2024.25.1.109
    Keywords: 베어링 이상탐지, 설비예지보전, 딥러닝, 주파수변환, 베어링 이상탐지, 설비예지보전, 딥러닝, 주파수변환
  15. 15. A Study on the Diffusion of Political Information in Relationship-Oriented Networks and Content-Oriented Networks
    Ju-Hyun Hong, Vol. 24, No. 3, pp. 67-78, Jun. 2023
    10.7472/jksii.2023.24.3.67
    Keywords: 소셜미디어 네트워크, 확산 주체, 정치 의제, 이슈 확산, 네트워크 분석, social media network, influential spreader, political agenda, issue diffusion, Network analysis
  16. 16. Next-Generation Chatbots for Adaptive Learning: A proposed Framework
    Harim Jeong, Joo Hun Yoo, Oakyoung Han, Vol. 24, No. 4, pp. 37-45, Aug. 2023
    10.7472/jksii.2023.24.4.37
    Keywords: , Adaptive learning, Learning Attributes, ChatGPT, educational technology, Human-Computer Interaction Analysis
  17. 17. Cyber attack group classification based on MITRE ATT&CK model
    Chang-hee Choi, Chan-ho Shin, Sung-uk Shin, Vol. 23, No. 6, pp. 1-13, Dec. 2022
    10.7472/jksii.2022.23.6.1
    Keywords: 사이버 공격, 공격 그룹 유사도, 공격 그룹 분류, APT, MITRE ATT&CK, Cyber Attack, attack group similarity, attack group classification, APT, MITRE ATT&CK
  18. 18. Concept and Development Direction of Digital Aquaculture considering the Improvement of Aquaculturists’ Acceptability
    Sang Jung Ahn, Chang-Mo Ma, Se Han Kim, Deuk-Young Jeong, Sungyoon Cho, Kiwon Kwon, Vol. 24, No. 4, pp. 93-105, Aug. 2023
    10.7472/jksii.2023.24.4.93
    Keywords: 스마트양식, 디지털양식, 양식생산관리, 양식기자재, Smart aquaculture, digital aquaculture, aquaculture production management, aaquaculture equipment
  19. 19. Selection Criteria of Target Systems for Quality Management of National Defense Data
    Jiseong Son, Yun-Young Hwang, 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
  20. 20. A Study on the Moderating Effect of Resilience in the Relationship between Technostress and Technology Literacy of Older Adults: Focusing on the Group in Need of Digital Assistance
    Sarang Um, Yoo-rhee Choi, Hye-ri Shin, Young-sun Kim, Vol. 24, No. 3, pp. 51-65, Jun. 2023
    10.7472/jksii.2023.24.3.51
    Keywords: 고령자, 기술스트레스, 기술활용능력, 회복탄력성, 디지털 조력, 조절효과, Older Adult, Technostress, Technology Literacy, resilience, Digital Assistance, Moderating Effect
  21. 21. Integrated Scenario Authoring Method using Mission Impact Analysis Tool due to Cyber Attacks
    Yonghyun Kim, Donghwa Kim, Donghwan Lee, Juyoub Kim, Myung Kil Ahn, 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
  22. 22. A Study on Avatar Self-Expression in VR Environment
    Jian Kang, Nga Thi Bich Cao, Yifan Wang, Meng Zhao, Kyung Han You, Vol. 24, No. 3, pp. 89-98, Jun. 2023
    10.7472/jksii.2023.24.3.89
    Keywords: , Virtual reality, VR social platform, Horizon World, avatar, self-expression, Mixed Reality, Metaverse
  23. 23. A Study on the remote acuisition of HejHome Air Cloud artifacts
    Ju-eun Kim, Seung-hee Seo, Hae-seong Cha, Yeok Kim, Chang-hoon Lee, Vol. 23, No. 5, pp. 69-78, Oct. 2022
    10.7472/jksii.2022.23.5.69
    Keywords: 스마트 홈, 디지털 포렌식, 인증 토큰 획득, Open API, 클라우드 포렌식, Smart Home, Dgital forensics, AccessToken, Open API, Cloud Forensics
  24. 24. Analysis of Infertility Keywords in the Largest Domestic Mom Cafe Bulletin Board in Korea Using Text Mining
    Sangmin Lee, Vol. 24, No. 4, pp. 137-144, Aug. 2023
    10.7472/jksii.2023.24.4.137
    Keywords: , Infertility, sterility, infertility policy, infertility stress, infertility quality of life
  25. 25. A Study on Effective Adversarial Attack Creation for Robustness Improvement of AI Models
    Si-on Jeong, Tae-hyun Han, Seung-bum Lim, Tae-jin Lee, Vol. 24, No. 4, pp. 25-36, Aug. 2023
    10.7472/jksii.2023.24.4.25
    Keywords: 인공지능, 견고성, 적대적 공격, Artificial intelligence, robustness, Adversarial attack
  26. 26. Comparison of Absorbing Boundary Conditions and Waveguide Port Boundary Condition for Waveguide Electromagnetic Analysis Using Finite Element Method
    Mincheol Jo, Woobin Park, Woochan Lee, Vol. 24, No. 2, pp. 27-36, Apr. 2023
    10.7472/jksii.2023.24.2.27
    Keywords: 전자기 수치해석, 유한요소법, 흡수경계조건, 도파관 포트 경계조건, 시뮬레이션, Computational Electromagnetics, Finite element method, Absorbing Boundary Condition, Waveguide Port Boundary Condition, Simulation
  27. 27. Small-cell Resource Partitioning Allocation for Machine-Type Communications in 5G HetNets
    Ilhak Ban, Se-Jin Kim, Vol. 24, No. 5, pp. 1-7, Oct. 2023
    10.7472/jksii.2023.24.5.1
    Keywords: 5G, 이기종 네트워크, 스몰셀, 머신타입통신장치, 셀 범위 확장, 자원 분리 할당, 5G, Heterogeneous Network, Small-cell, Machine-type communications device, Cell Range Expansion, Resource Partitioning Allocation
  28. 28. A Methodology for Making Military Surveillance System to be Intelligent Applied by AI Model
    Changhee Han, Halim Ku, Pokki Park, Vol. 24, No. 4, pp. 57-64, Aug. 2023
    10.7472/jksii.2023.24.4.57
    Keywords: 인공지능시스템, 객채추적, 경계체계, 기계 학습․훈련, 사용자인터페이스, Artificial Intelligence System, object tracking, Surveillance system, Machine Learning/Training, User Interface
  29. 29. 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, 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
  30. 30. Cyberattack Goal Classification Based on MITRE ATT&CK: CIA Labeling
    Chan Ho Shin, Chang-hee Choi, Vol. 23, No. 6, pp. 15-26, Dec. 2022
    10.7472/jksii.2022.23.6.15
    Keywords: 라벨링, 머신러닝, 딥러닝, MITRE ATT&CK, TTP, 정보보안 3요소, Labeling, Machine Learning, Deep Learning, MITRE ATT&CK, TTP, CIA triad

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