@article{ART002851323},
author={Eunji Cho and Soyeon Jin and Yukyung Shin and Woosin Lee},
title={A Virtual Battlefield Situation Dataset Generation for Battlefield Analysis based on Artificial Intelligence},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2022},
volume={27},
number={6},
pages={33-42},
doi={10.9708/jksci.2022.27.06.033}
TY - JOUR
AU - Eunji Cho
AU - Soyeon Jin
AU - Yukyung Shin
AU - Woosin Lee
TI - A Virtual Battlefield Situation Dataset Generation for Battlefield Analysis based on Artificial Intelligence
JO - Journal of The Korea Society of Computer and Information
PY - 2022
VL - 27
IS - 6
PB - The Korean Society Of Computer And Information
SP - 33
EP - 42
SN - 1598-849X
AB - In the existing intelligent command control system study, the analysis results of the commander's battlefield situation questions are provided from knowledge-based situation data. Analysis reporters write these results in various expressions of natural language. However, it is important to analyze situations about information and intelligence according to context. Analyzing the battlefield situation using artificial intelligence is necessary. We propose a virtual dataset generation method based on battlefield simulation scenarios in order to provide a dataset necessary for the battlefield situation analysis based on artificial intelligence. Dataset is generated after identifying battlefield knowledge elements in scenarios. When a candidate hypothesis is created, a unit hypothesis is automatically created. By combining unit hypotheses, similar identification hypothesis combinations are generated. An aggregation hypothesis is generated by grouping candidate hypotheses. Dataset generator SW implementation demonstrates that the proposed method can be generated the virtual battlefield situation dataset.
KW - Battlefield Analysis;Battlefield Awareness;Intelligent Command Control System;Graph Dataset;Artificial Intelligence
DO - 10.9708/jksci.2022.27.06.033
ER -
Eunji Cho, Soyeon Jin, Yukyung Shin and Woosin Lee. (2022). A Virtual Battlefield Situation Dataset Generation for Battlefield Analysis based on Artificial Intelligence. Journal of The Korea Society of Computer and Information, 27(6), 33-42.
Eunji Cho, Soyeon Jin, Yukyung Shin and Woosin Lee. 2022, "A Virtual Battlefield Situation Dataset Generation for Battlefield Analysis based on Artificial Intelligence", Journal of The Korea Society of Computer and Information, vol.27, no.6 pp.33-42. Available from: doi:10.9708/jksci.2022.27.06.033
Eunji Cho, Soyeon Jin, Yukyung Shin, Woosin Lee "A Virtual Battlefield Situation Dataset Generation for Battlefield Analysis based on Artificial Intelligence" Journal of The Korea Society of Computer and Information 27.6 pp.33-42 (2022) : 33.
Eunji Cho, Soyeon Jin, Yukyung Shin, Woosin Lee. A Virtual Battlefield Situation Dataset Generation for Battlefield Analysis based on Artificial Intelligence. 2022; 27(6), 33-42. Available from: doi:10.9708/jksci.2022.27.06.033
Eunji Cho, Soyeon Jin, Yukyung Shin and Woosin Lee. "A Virtual Battlefield Situation Dataset Generation for Battlefield Analysis based on Artificial Intelligence" Journal of The Korea Society of Computer and Information 27, no.6 (2022) : 33-42.doi: 10.9708/jksci.2022.27.06.033
Eunji Cho; Soyeon Jin; Yukyung Shin; Woosin Lee. A Virtual Battlefield Situation Dataset Generation for Battlefield Analysis based on Artificial Intelligence. Journal of The Korea Society of Computer and Information, 27(6), 33-42. doi: 10.9708/jksci.2022.27.06.033
Eunji Cho; Soyeon Jin; Yukyung Shin; Woosin Lee. A Virtual Battlefield Situation Dataset Generation for Battlefield Analysis based on Artificial Intelligence. Journal of The Korea Society of Computer and Information. 2022; 27(6) 33-42. doi: 10.9708/jksci.2022.27.06.033
Eunji Cho, Soyeon Jin, Yukyung Shin, Woosin Lee. A Virtual Battlefield Situation Dataset Generation for Battlefield Analysis based on Artificial Intelligence. 2022; 27(6), 33-42. Available from: doi:10.9708/jksci.2022.27.06.033
Eunji Cho, Soyeon Jin, Yukyung Shin and Woosin Lee. "A Virtual Battlefield Situation Dataset Generation for Battlefield Analysis based on Artificial Intelligence" Journal of The Korea Society of Computer and Information 27, no.6 (2022) : 33-42.doi: 10.9708/jksci.2022.27.06.033
