• 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. Logistics Development Plan for Underground Ammunition Depots based on Network
    Byungkyoo Kim, Vol. 23, No. 3, pp. 137-145, Jun. 2022
    10.7472/jksii.2022.23.3.137
    Keywords: 네트워크, 탄약, 물류, 스마트, 탄약고, Network, ammunition, logistics, smart, Ammunition Storage
  3. 3. 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
  4. 4. The Study on the Implementation Approach of MLOps on Federated Learning System
    Seung-hoo Hong, KangYoon Lee, Vol. 23, No. 3, pp. 97-110, Jun. 2022
    10.7472/jksii.2022.23.3.97
    Keywords: 연합학습, 프레임워크, 개발 시스템 설계, 오픈소스, 개발환경, MLOps, federated-learning, Framework, Open Source, effective development environment, MLOps
  5. 5. Study on Threshold Scheme based Secure Secret Sharing P2P System
    Cheong-Hyeon Choi, Vol. 23, No. 3, pp. 21-33, Jun. 2022
    10.7472/jksii.2022.23.3.21
    Keywords: 샤미르 임계 비밀 조각; 협동인증; 쉬노르 암호기법, Shamir Threshold Secret Sharing; Schnorr Encryption Scheme; Collaborative Threshold Authentication
  6. 6. Adaptive Window-based Detection of Narcotics and Explosives using IMS Signals in Cargo Containers
    Heesong Ju, Donghyun Kim, Sungyoon Cho, Kyungwon Park, Yangsub Kim, Wongi Jeon, Kiwon Kwon, Vol. 23, No. 3, pp. 57-65, Jun. 2022
    10.7472/jksii.2022.23.3.57
    Keywords: 마약 및 폭발물, 이온 이동도 분광법, 화물 컨테이너, 적응 윈도우, 검출 기법, narcotics and explosives, ion mobility spectrometry, cargo container, adaptive window, Detection Technique
  7. 7. 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
  8. 8. 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
  9. 9. 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
  10. 10. 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
  11. 11. 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
  12. 12. A Study on Medical Information Platform Based on Big Data Processing and Edge Computing for Supporting Automatic Authentication in Emergency Situations
    Gyu-Sung Ham, Mingoo Kang, Su-Chong Joo, Vol. 23, No. 3, pp. 87-95, Jun. 2022
    10.7472/jksii.2022.23.3.87
    Keywords: 의료정보플랫폼, 자동인증, 응급상황, 에지컴퓨팅, 빅데이터 처리, 의료 빅데이터, Medical Information Platform, Automatic Authentication, Emergency Situations, Edge Computing, Big data processing, Medical Big data
  13. 13. 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
  14. 14. 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
  15. 15. 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
  16. 16. 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
  17. 17. Absorbing Boundary Conditions and Parallelization for Waveguide Electromagnetic Analysis Using Finite Element Method
    Woobin Park, Moonseong Kim, Woochan Lee, Vol. 23, No. 3, pp. 67-76, Jun. 2022
    10.7472/jksii.2022.23.3.67
    Keywords: 전자기수치해석, 유한요소법, 수치해석, 흡수경계조건, 병렬화, Computational Electromagnetics, Finite element method, Numerical analysis, Absorbing Boundary Condition, parallelization
  18. 18. 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
  19. 19. 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
  20. 20. Modified Deep Reinforcement Learning Agent for Dynamic Resource Placement in IoT Network Slicing
    Seyha Ros, Prohim Tam, Seokhoon Kim, Vol. 23, No. 5, pp. 17-23, Oct. 2022
    10.7472/jksii.2022.23.5.17
    Keywords: , Deep Reinforcement Learning, Network Slicing, Software-Defined Networking, Network Functions Virtualization, Edge Computing
  21. 21. 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
  22. 22. 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
  23. 23. 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
  24. 24. 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
  25. 25. SPA ViewModel Transformation for RESTful API
    Dong-il Cho, Vol. 24, No. 1, pp. 9-15, Feb. 2023
    10.7472/jksii.2023.24.1.9
    Keywords: RESTful APIs, Single-Page Application, ViewModel, Model Mapping, RESTful APIs, Single-Page Application, ViewModel, Model Mapping
  26. 26. 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
  27. 27. Improved Anti-Jamming Frame Error Rate and Hamming Code Repetitive Transmission Techniques for Enhanced SATURN Network Reliability Supporting UAV Operations
    Yoonha Hwang, Jungsuk Baik, Gyoan Gu, Jong-Moon Chung, Vol. 23, No. 3, pp. 1-12, Jun. 2022
    10.7472/jksii.2022.23.3.1
    Keywords: UAV, 재밍, 항재밍, 변조방식, 해밍코드, UAV, Jamming, anti-jamming, Modulation, Hamming Code
  28. 28. FinBERT Fine-Tuning for Sentiment Analysis: Exploring the Effectiveness of Datasets and Hyperparameters
    Jae Heon Kim, Hui Do Jung, Beakcheol Jang, Vol. 24, No. 4, pp. 127-135, Aug. 2023
    10.7472/jksii.2023.24.4.127
    Keywords: FinBERT, 금융 분야 감성 분석, 하이퍼파라미터 미세 조정, FinBERT, Financial Sentiment Analysis, Fine-Tuning hyperparameters
  29. 29. 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
  30. 30. Analyze Virtual Private Network Vulnerabilities and Derive Security Guidelines Based on STRIDE Threat Modeling
    Da-hyeon Kim, Ji-young Min, Jun-ho Ahn, Vol. 23, No. 6, pp. 27-37, Dec. 2022
    10.7472/jksii.2022.23.6.27
    Keywords: 가상 사설망, STRIDE 위협 모델링, 위협 분석, 위협 시나리오, 보안 요구사항, Virtual Private Network, STRIDE Threat Modeling, Threat Analysis, Threat Scenario, Security requirement

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