• Journal of Internet Computing and Services
    ISSN 2287 - 1136(Online) / ISSN 1598 - 0170 (Print)
    http://jics.or.kr/
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  1. 1. 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: 문맥 정보 추출, 인물 추출, 관계 추출, 감정 추출, BERT, 지식 그래프, contextual information extraction, person extraction, Relation Extraction, sentiment extraction, BERT, Knowledge Graph
  2. 2. Rethinking OTT regulation based on the global OTT market trends and regulation cases
    Suwon Kim, Daewon Kim, Vol. 20, No. 6, pp. 143-156, Dec. 2019
    10.7472/jksii.2019.20.6.143
    Keywords: over-the-top, OTT 유형, 미디어 규제, 해외 사례, over-the-top, OTT categorization, Media Regulation, foreign case study
  3. 3. A proposal on a proactive crawling approach with analysis of state-of-the-art web crawling algorithms
    Chul-Won Na, Byung-Won On, Vol. 20, No. 3, pp. 43-59, Jun. 2019
    10.7472/jksii.2019.20.3.43
    Keywords: 웹 페이지, 웹 크롤링 알고리즘, 웹 크롤러, Web Page, Web Crawling Algorithms, Web Crawler
  4. 4. Design of Video Pre-processing Algorithm for High-speed Processing of Maritime Object Detection System and Deep Learning based Integrated System
    Hyun-hak Song, Hyo-chan Lee, Sung-ju Lee, Ho-seok Jeon, Tae-ho Im, Vol. 21, No. 4, pp. 117-126, Aug. 2020
    10.7472/jksii.2014.4.117
    Keywords: 선박 인식, 딥러닝, 영상 처리, 이진화, 수평선 검출, 다중 연결 요소 라벨링, Ship Detection, Deep Learning, image processing, Binarization, Horizon Detection, Multi Connected-component Labeling
  5. 5. A layered-wise data augmenting algorithm for small sampling data
    Hee-chan Cho, Jong-sub Moon, Vol. 20, No. 6, pp. 65-72, Dec. 2019
    10.7472/jksii.2019.20.6.65
    Keywords: 딥러닝, 데이터 증강, 고유값 분해, Deep Learning, data augmentation, Eigen decomposition
  6. 6. A Study on the Operation Concept of Cyber Warfare Execution Procedures
    Sung-Joong Kim, JiHoon Yoo, HaengRok Oh, Dongil Shin, DongKyoo Shin, Vol. 21, No. 2, pp. 73-80, Apr. 2020
    10.7472/jksii.2020.21.2.73
    Keywords: 사이버전, 전투피해평가, 사이버 킬 체인, cyber warfare, Battle damage assessment
  7. 7. A Comparative Study on the Optimal Model for abnormal Detection event of Heart Rate Time Series Data Based on the Correlation between PPG and ECG
    Jin-soo Kim, Kang-yoon Lee, Vol. 20, No. 6, pp. 137-142, Dec. 2019
    10.7472/jksii.2019.20.6.137
    Keywords: 광혈류측정(PPG), 심전도(ECG), 이상상황 탐지, SVM, LSTM, Photoplethysmography(PPG), Electrocardiogram(ECG), Abnormal event detection, SVM, LSTM
  8. 8. A Study on the Anomaly Prediction System of Drone Using Big Data
    Yang-Kyoo Lee, Jun-Ki Hong, Sung-Chan Hong, Vol. 21, No. 2, pp. 27-37, Apr. 2020
    10.7472/jksii.2020.21.2.27
    Keywords: 빅데이터, 드론, 위험예측, Big data, Drones, Risk Prediction
  9. 9. Automatic Malware Detection Rule Generation and Verification System
    Sungho Kim, Suchul Lee, Vol. 20, No. 2, pp. 9-19, Apr. 2019
    10.7472/jksii.2019.20.2.9
    Keywords: 악성코드, 탐지규칙, 스노트, LDA, 네트워크 위협, Malware, Detection rule, SNORT, LDA, network threat
  10. 10. Deep Learning-based Abnormal Behavior Detection System for Dementia Patients
    Kookjin Kim, Seungjin Lee, Sungjoong Kim, Jaegeun Kim, Dongil Shin, Dong-kyoo shin, Vol. 21, No. 3, pp. 133-144, Jun. 2020
    10.7472/jksii.2020.21.3.133
    Keywords: 이상 행동 감지, 딥러닝, 오토인코더, 장·단기 기억 모형, Abnomaly detection, deep-learning, Autoencoder, Long Short-Term Memory models
  11. 11. The study of Defense Artificial Intelligence and Block-chain Convergence
    Seyong Kim, Hyukjin Kwon, Minwoo Choi, Vol. 21, No. 2, pp. 81-90, Apr. 2020
    10.7472/jksii.2020.21.2.81
    Keywords: 인공지능, 블록체인, 해쉬함수, 빅데이터, AI, Block-chain, Hash Function, Big-Data
  12. 12. Novel System Modeling and Design by using Eclectic Vehicle Charging Infrastructure based on Data-centric Analysis
    Hangsub Kim, Homin Park, Taikyeong Jeong, Woongjae Lee, Vol. 20, No. 2, pp. 51-59, Apr. 2019
    10.7472/jksii.2019.20.2.51
    Keywords: 전기차 충전 인프라, 운영시스템, 시스템 모델링, 데이터 연계 분석, EV Charging Infrastructure, Management System, System Modeling, Data Analysis
  13. 13. Pedestrian Classification using CNN's Deep Features and Transfer Learning
    Soyoung Chung, Min Gyo Chung, Vol. 20, No. 4, pp. 91-102, Aug. 2019
    10.7472/jksii.2019.20.4.91
    Keywords: 보행자 분류, 전이학습, 깊은 특징, CNN, INRIA Person데이터 세트, Pedestrian Classification, Transfer Learning, Deep Features, CNN, INRIA Person Data Set
  14. 14. Design and Implementation of Smart City Data Marketplace based on oneM2M Standard IoT Platform
    SeungMyeong Jeong, Seong-yun Kim, In-Song Lee, Vol. 20, No. 6, pp. 157-166, Dec. 2019
    10.7472/jksii.2019.20.6.157
    Keywords: oneM2M, IoT, 스마트시티, 데이터 마켓플레이스, 접근 제어, oneM2M, IoT, Smart City, Data Marketplace, access control
  15. 15. Layered Authoring of Cyber Warfare Training Scenario
    Uihyeon Song, Donghwa Kim, Myung Kil Ahn, Vol. 21, No. 1, pp. 191-199, Feb. 2020
    10.7472/jksii.2020.21.1.191
    Keywords: 사이버전 훈련, 시나리오 저작, 시나리오 계층, 데이터베이스, cyber warfare training, scenario authoring, scenario layer, database
  16. 16. Hazard Analysis Process Based on STPA Using SysML
    Na-yeon Choi, Byong-gul Lee, Vol. 20, No. 3, pp. 1-11, Jun. 2019
    10.7472/jksii.2019.20.3.01
    Keywords: 위험원 분석, STPA, SysML, 안전 요구사항, Hazard analysis, process, STPA, SysML, Safety Requirement
  17. 17. A research on the emotion classification and precision improvement of EEG(Electroencephalogram) data using machine learning algorithm
    Hyunju Lee, Dongil Shin, Dongkyoo Shin, Vol. 20, No. 5, pp. 27-36, Oct. 2019
    10.7472/jksii.2019.20.5.27
    Keywords: DEAP 데이터 세트, 독립성분분석, Arousal-Valence 평면, 랜덤 포레스트, 속성 선택적 분류기, DEAP dataset, ICA, Arousal-Valence plane, Random Forest, Attribute Selected Classifier
  18. 18. Unstructured Data Analysis using Equipment Check Ledger: A Case Study in Telecom Domain
    Yeonjin Ju, Yoosin Kim, Seung Ryul Jeong, Vol. 21, No. 1, pp. 127-135, Feb. 2020
    10.7472/jksii.2020.21.1.127
    Keywords: 장비점검일지, 비정형분석, 통신시설, 고장예방, Equipment Ledger, Unstructured Data, Telecom Domain, Anomaly Detection
  19. 19. A Study on the Research Trends for Smart City using Topic Modeling
    Keon Chul Park, Chi Hyung Lee, Vol. 20, No. 3, pp. 119-128, Jun. 2019
    10.7472/jksii.2019.20.3.119
    Keywords: 스마트시티, 연구동향분석, 텍스트마이닝, 토픽모델링, 잠재디리클레할당, Smart City, Research Trend Analysis, Text Mining, topic modeling, Latent Dirichlet Allocation(LDA)
  20. 20. Knowledge Graph-based Korean New Words Detection Mechanism for Spam Filtering
    Ji-hye Kim, Ok-ran Jeong, Vol. 21, No. 1, pp. 79-85, Feb. 2020
    10.7472/jksii.2020.21.1.79
    Keywords: 스팸 필터링, 스팸 탐지, 신조어 감지, 지식그래프, 컨셉넷, Spam Filtering, spam detection, New Words Detection, Knowledge Graph, ConceptNet
  21. 21. Analyzing Patterns of Sales and Floating Population Using Markov Chain
    Bong Gyun Kim, Wonsang Lee, Bong Gyou Lee, Vol. 21, No. 1, pp. 71-78, Feb. 2020
    10.7472/jksii.2020.21.1.71
    Keywords: 매출 패턴, 이동 패턴, 마르코브체인, 유동인구, 공간 빅데이터, Sales Pattern, Floating Population Pattern, Markov chain, Floating Population, Spatial Big Data
  22. 22. Augmented Reality Algorithm Selection Scheme for Military Multiple Image Analysis
    Heouk-kyun Yoo, Jong-Moon Chung, Vol. 20, No. 4, pp. 55-61, Aug. 2019
    10.7472/jksii.2019.20.4.55
    Keywords: 증강현실, 영상획득, 영상분석, 알고리즘, AR(Augmented Reality), Image Acquisition, Image Analysis, algorithm
  23. 23. A Blockchain-based User Authentication Model Using MetaMask
    Nakhoon Choi, Heeyoul Kim, Vol. 20, No. 6, pp. 119-127, Dec. 2019
    10.7472/jksii.2019.20.6.119
    Keywords: 블록체인, 이더리움, 인증, 메타마스크, 개인정보, 탈중앙화, Blockchain, Ethereum, authentication, MetaMask, Personal Imformation, Decentralize
  24. 24. Analysis on the Ripple and Investment Effect of Digital Bio-Healthcare Industry : Using Input-Output Tables 2019
    Pilho Jang, Yonghwan Kim, Changwoon Lee, Sungkyu Jun, Myungjin Jung, Vol. 21, No. 3, pp. 71-81, Jun. 2020
    10.7472/jksii.2020.21.3.71
    Keywords: 산업연관표, 유발계수, 디지털 바이오헬스케어산업, 산업정책, 산업, Industrial Input-output Tables, Inducement coefficient, Digital Bio-Healthcare Industry, Industrial policy, Technology development policy
  25. 25. A Study on Model for Drivable Area Segmentation based on Deep Learning
    Hyo-jin Jeon, Soo-sun Cho, Vol. 20, No. 5, pp. 105-111, Oct. 2019
    10.7472/jksii.2019.20.5.105
    Keywords: 주행가능 영역 추출, 영상 분할, 딥러닝, DeepLab V3+, Mask R-CNN, BDD 데이터셋, Drivable area segmentation, segmentation, Deep Learning, DeepLab V3+, Mask R-CNN, BDD Dataset
  26. 26. Research on text mining based malware analysis technology using string information
    Ji-hee Ha, Tae-jin Lee, Vol. 21, No. 1, pp. 45-55, Feb. 2020
    10.7472/jksii.2020.21.1.45
    Keywords: 악성코드, 악성코드 분석, 문자열, 텍스트 마이닝, TFIDF, Malware, Malware analysis, String, Text Mining, TFIDF
  27. 27. Proposal of Research Issues related to the Technology, Service, Policy and Business Model in Commercializing and Promoting 5G Network
    In-Kuk Song, Vol. 20, No. 3, pp. 129-135, Jun. 2019
    10.7472/jksii.2019.20.3.129
    Keywords: 5세대 네트워크, 기술, 서비스, 수익모델, 정책, 연구이슈, 5G network, 5G Infra & Technology, 5G Service, Business Model, Government Policy
  28. 28. Alternatives for New Internet Interconnection Policy
    Hosoo Cho, Hyunha Shin, Min Ho Ryu, Vol. 21, No. 1, pp. 1-15, Feb. 2020
    10.7472/jksii.2020.21.1.1
    Keywords: 인터넷 상호접속제도, 인터넷 생태계, 망 사용료, 토픽모델링, AHP, Internet Interconnection, Internet Ecosystem, Bandwidth Cost, topic modeling, Analytic Hierarchy Process
  29. 29. Minimized Transmit Power Full Duplex NOMA Relay System for 5G Wireless Networks
    Kyuha Kim, Wonsuk Yoo, Jong-Moon Chung, Vol. 20, No. 3, pp. 13-24, Jun. 2019
    10.7472/jksii.2019.20.3.13
    Keywords: NOMA, Full Duplex, 5G, Minimum Energy Consumption
  30. 30. GAN-based shadow removal using context information
    Hee-jin Yoon, Kang-jik Kim, Jun-chul Chun, Vol. 20, No. 6, pp. 29-36, Dec. 2019
    0.7472/jksii.2019.20.6.29
    Keywords: Shadow removal, Generative Adversarial Network, deep-learning

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