Digital Library

1. 81. 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: Cyberattack technology, Cyber Assets, Minimize Downtime, Intelligent Self-Recovery Technology
2. 82. Vision-based Low-cost Walking Spatial Recognition Algorithm for the Safety of Blind People
   Sunghyun Kang, Sehun Lee, Junho Ahn, Vol. 24, No. 6, pp. 81-89, Dec. 2023
   10.7472/jksii.2023.24.6.81
   Keywords: Motion Capture, Object Detection, Walking, Blind People, Real-time Video
3. 83. 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, Financial Sentiment Analysis, Fine-Tuning hyperparameters
4. 84. Social Media and Communication in Times of Public Health Crisis: Analysis of COVID-19 YouTube Vlog activities in the sharing of patient experience and information
   Fu Kang, Seunghye Sohn, Guiohk Lee, Vol. 24, No. 4, pp. 107-115, Aug. 2023
   10.7472/jksii.2023.24.4.107
   Keywords: COVID-19, Vlog, YouTube, case study, lexicon-based sentiment analysis
5. 85. A Study on the Energy Usage Prediction and Energy Demand Shift Model to Increase Energy Efficiency
   JaeHwan Kim, SeMo Yang, KangYoon Lee, Vol. 24, No. 2, pp. 57-66, Apr. 2023
   10.7472/jksii.2023.24.2.57
   Keywords: Energy, Energy usage fee, LSTM, clustering, Time Series K-means, shift of demand
6. 86. A Study on Methods for Accelerating Sea Object Detection in Smart Aids to Navigation System
   Ho-Seok Jeon, Hyun-hak Song, Ki-Won Kwon, Young-Jin Kim, Tae-Ho Im, Vol. 23, No. 5, pp. 47-58, Oct. 2022
   10.7472/jksii.2022.23.5.47
   Keywords: Maritime Object detection, motion detection, image processing, Aids to Navigation, Protection of Safety Accidents
7. 87. 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: Federated learning, Optimization, Weight model, Communication time, Privacy, ADMM
8. 88. Concept and Construction Direction of Marine Digital Twin considering the Characteristics of Marine Information
   Tae-seok Choi, Yun-soo Choi, Jae-myeong Kim, Hyun-Ho Song, Byeong-heon Min, Sang-min Lee, Vol. 23, No. 1, pp. 39-47, Feb. 2022
   10.7472/jksii.2022.23.1.39
   Keywords: Maritime digital twin, Marine information, Marine spatial, Marine characteristics, Data construction
9. 89. 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