JICS

1. 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

2. 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

3. 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

4. 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

5. 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

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