Digital Library

1. 1. Study on the Integration Method of Defense Command and Control Data based on Layered Ontologies and Knowledge Graphs
   Kunyoung Kim, Donggyu Kim, Hwiseung Son, Mye Sohn, Vol. 26, No. 1, pp. 193-202, Feb. 2025
   10.7472/jksii.2025.26.1.193
   Keywords: Command and control, AI model, Integrated DB, Ontology, Knowledge Graph
2. 2. 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, Vol. 24, No. 6, pp. 127-135, Dec. 2023
   10.7472/jksii.2023.24.6.127
   Keywords: Battlefield situation awareness, Decision Making, Natural Language Processing, Language Model, Collaborative Filtering, named entity recognition
3. 3. Comparative Analysis and Implications of Command and Control(C2)-related Information Exchange Models
   Kunyoung Kim, Gyudong Park, Mye Sohn, Vol. 23, No. 6, pp. 59-69, Dec. 2022
   10.7472/jksii.2022.23.6.59
   Keywords: Command and Control(C2), interoperability, Information Exchange Model, database, XML schema
4. 4. Automatic Target Recognition Study using Knowledge Graph and Deep Learning Models for Text and Image data
   Jongmo Kim, Jeongbin Lee, Hocheol Jeon, Mye Sohn, Vol. 23, No. 5, pp. 145-154, Oct. 2022
   10.7472/jksii.2022.23.5.145
   Keywords: Automatic Target Recognition, Text-image Graph Conversion, Graph Entity Alignment, Knowledge Graph-based Target Recognition
5. 5. A Study of Recommendation Systems for Supporting Command and Control (C2) Workflow
   Gyudong Park, Gi-Yoon Jeon, Mye Sohn, Jongmo Kim, Vol. 23, No. 1, pp. 125-134, Feb. 2022
   10.7472/jksii.2022.23.1.125
   Keywords: Command and Control(C2) system, Feature selection, Collaborative Filtering, Context-aware Recommendation System
6. 6. Multi-source information integration framework using self-supervised learning-based language model
   Hanmin Kim, Jeongbin Lee, Gyudong Park, Mye Sohn, Vol. 22, No. 6, pp. 141-150, Dec. 2021
   10.7472/jksii.2021.22.6.141
   Keywords: Self-Supervised Learning, Language Model, similar relationship between sentences, Multi-source information integration