• Proceedings of the Korean Information Science Society Conference
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• 2011.06b
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• pp.67-70
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• 2011

정확한 병력수급을 판단하는 것은 병역정책 수립의 근간이 된다. 최근 출산율 감소, 병 복무기간 단축, 국방개혁에 따른 병력규모 변화 등 병력수급에 영향을 미치는 다양한 변수가 증가하여 정확한 병력수급 판단이 더욱 어려워지고 있다. 이러한 가변적인 요소들을 고려하여 잉여/부족 자원 규모를 전망하고 그에 따른 합리적인 인력정책 수립을 지원할 수 있는 병력수급 시뮬레이션 모델 및 시스템을 개발하고 제안하였다. 병력수급 시뮬레이션 모델은 연도별 현역대상자를 판단하는 공급모델과 현역소요를 판단하는 수요모델로 구성되어 있으며, 과부족 판단 결과를 토대로 정책 변수들을 재조정함으로써 여러 가지 대안을 도출할 수 있다. 군내외의 환경 요인은 지속적으로 변화할 것이고, 병력 수급 전망을 통한 적절한 정책 수립의 필요성은 더욱 커질 것이며, 본 시뮬레이션 모델은 합리적인 병역정책 수립 지원에 기여할 것으로 제고된다.

• Proceedings of the Korea Information Processing Society Conference
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• 2022.11a
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• pp.411-413
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• 2022

임상 환경에서 진료시간의 대부분은 환자의 증상을 듣고, 추가 증상을 이끌어내는데 사용된다. 이를 병력 청취라고 하며, 진료에 있어서 가장 기본적이고 필수적인 활동이다. 하지만 병력 청취에 대한 연구가 1940 년대부터 계속되고 있음에도 아직까지 표준이 정립되지 않았으며, 다양한 분야에 접목되는 딥러닝 기술 또한 병력 청취와 관련해서는 연구가 부족한 현실이다. 본 논문에서는 Symptom2Vec 을 새롭게 제안하였으며, 이를 활용하여 질병에 따른 증상의 평균 cosine 유사도 점수(0.962)로 병력 청취의 기준을 확립하였다. 또한 most similar word Top5 를 확인하는 것을 통해 환자의 증상에 따른 유사 증상을 묻는 병력 청취가 가능한 것을 확인하였다. 이를 통해 실제 임상 환경에서의 자동화된 병력 청취 시스템을 제안한다.

• The Journal of the Convergence on Culture Technology
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• v.9 no.5
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• pp.269-273
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• 2023

After participating in the Second Boer War in 1899, the Australian Army participated in world wars such as World War I, World War II, the Korean War, and the Vietnam War. To overcome the decline in the social recognition of soldiers and the continuous shortage of troops caused by the protracted war, the status and role of female personnel were expanded. The use of female manpower, which started as medical support during the Second Boer War, expanded to combat support missions such as communications, maintenance, driving, secret document management, and radar surveillance during World War II. After the Vietnam War, the Chiefs of Staff of the Australian Army, Navy and Air Force established a committee to expand women's participation in the military, improved service conditions for female personnel and supplemented regulations so that they were treated as soldiers, not women, and reached a turning point in expanding the role of female personnel in the Australian military. As a result, all combat positions, including special forces, were opened to women in 2014, and a plan was established to increase the proportion of women in each service by 2030. As a result, all combat positions, including special forces, were opened to women in 2014, and the Australian Armed Forces set a plan to increase the proportion of women by 2030. Like the Australian military, South Korea is also experiencing a demographic cliff and shortage of troops due to the continuing low birthrate problem. Through the history and current state of the use of female personnel in the Australian military, we would like to draw implications for the direction our military should go.

• The Journal of the Convergence on Culture Technology
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• v.9 no.6
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• pp.795-799
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• 2023

The Canadian military participated in World War I and felt the limitations of the recruitment system through the continuous shortage of troops caused by the prolonged war, therefore expanded the role and scope of female manpower. The use of female manpower, which began with medical support for the first time, increased its necessity and importance as medical support personnel were dispatched overseas and women's manpower was expanded to combat support missions for the Army, Navy, and Air Force. Since then, the proportion of female manpower has been limited to 1.5% of the total number of employees at the end of the Second World War and the reduction of troops and the dismantling of the women's unit. In this situation, the Austrian Defence Force gradually accepts the recommendation of the Royal Canadian Women's Status Committee to improve the service conditions of women, marking a turning point in expanding the role of women in the Canadian military. The the Austrian Defence Force conducted long-term combat experiments to increase the proportion and role of female manpower, increasing reliability through observation and analysis to prove whether female manpower is suitable for combat troops. Korea also wants to draw implications for the future direction by comparing the history and current appearance of the Canadian military's use of female manpower with the Korean military at a time when the problem of a shortage of troops is emerging due to the recent decline in fertility and low birth rates.

• Convergence Security Journal
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• v.16 no.6_1
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• pp.75-83
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• 2016

Soldiers management is the core of military combat power to preserve and accident prevention. But in unforeseen times and places did the unthinkable soldier causes an accident, the inexperienced primary officer were upset, and can often be quite nervous. And various accidents prevention is also win the war, the reason for existence in the military for combat readiness as a precondition for perfection. There are primary officers at the forefront of this critical mission. However, in spite of the lack of time to work for combat readiness, orders from higher units of troops management and that's level giving a lot of pressure to primary officer. So I made the primary officer military counseling model ike this. Using Primary officer counseling model is possible to rapid and efficient counseling advice against the target client soldier. The efficient counseling is must take precedence on understanding on client soldier deeply. Depth understanding someone needs a lot of effort and time. However, to Primary officer, it is true that they have a lack of condition that are enough to give the time and effort. Therefore, effective counseling and accident prevention is possible to use counseling model through choice and concentration activities.

• The Journal of the Convergence on Culture Technology
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• v.9 no.2
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• pp.295-299
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• 2023

In Korea, the birth rate is rapidly decreasing in the 21st century. Accordingly, if the current military service and personnel system are maintained, it will be difficult to maintain even the number of the Army reduced to 365,000. Nevertheless, the Army has a mission to protect the country from external aggression as the last bastion of national defense. To fulfill this mission, there are ways to improve the military service and personnel system, but there are ways to maximize individual combat power to create one warrior that is worth a hundred and overcome the insufficient number of troops through superior mobility to the enemy. This study studied how to solve the shortage of troops as well as strengthen combat power through a combined combat system that can maximize individual combat power and mobility by applying the latter concept, and further analyzed the future battle environment and suggested the developmental direction of the army's combined combat system.

• Journal of Convergence for Information Technology
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• v.7 no.6
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• pp.135-141
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• 2017

Recently, as elderly people suffering from chronic diseases have increased and disasters such as traffic accidents have increased, urgent rescue workers and doctors need to respond effectively to such emergencies. For elderly people, the difficulty in communicating their condition especially the health condition during disaster is one of the problems in which delay on immediate handling by rescue team can cause death. Providing a solution for this problem is one of the main issues in our research. In this paper, we use the QR code to communicate the minimum personal information and medical history needed for emergency medical treatment to emergency medical personnel, and to transmit the medical history and treatment data to the doctors of the hospital through QR code and fingerprint recognition, respectively. Especially, by using both QR code of smart phone and fingerprint of individual, we can protects personal information and strengthens privacy and security of medical information by allowing only authorized physicians to check medical records of the old patient.

• Proceedings of the Korean Information Science Society Conference
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• 2006.10b
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• pp.130-133
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• 2006

본 논문에서는 가정이나 직장 등에서 사용자의 신체적 상태를 센서를 활용하여 측정하고 그 측정된 데이터와 과거의 병력에 따라 사용자의 상태를 분석, 그에 따른 의사의 처방 및 진단을 제공함으로써 유비쿼터스 환경을 이용한 원격 진단 및 처방 헬스케어 시스템을 제안한다. 기존 헬스케어 시스템은 중앙서버와 생체 신호를 보내는 모바일 디바이스의 자체적으로 지원되는 부족과 무선 네트워크를 통한 환자와 병원 중앙 서버와의 원활한 커뮤니케이션의 제공을 보장하지 못하는 단점도 있다. 이런 문제점을 해결하기 위하여 본 논문에서는 환자와 병원 사이의 중간 역할을 하는 써로게이트 시스템과 JADE를 기반으로 하는 멀티 에이전트 기술을 적용하였다.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.22 no.3
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• pp.261-267
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• 2021

The mission of the reserve forces unit is to prepare good training for reserve forces during peacetime. For good training, units require proper organization support agents, but they have difficulties due to a lack of unit members. For that reason, the units forecast the monthly attendance rate of reserve forces (using the x-1 year's result) to organize support agents and unit schedule. On the other hand, the existing planning method can have more errors compared to the actual result of the attendance rate. This problem has a negative effect on the training performance. Therefore, it requires more accurate forecast models to reduce attendance rate errors. This paper proposes an attendance rate forecast model using data mining. To verify the proposed data mining based model, the existing planning method was compared with the proposed model using real data. The results showed that the proposed model outperforms the existing planning method.

• Convergence Security Journal
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• v.23 no.2
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• pp.85-94
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• 2023

In the face of the serious security situation with the increasing threat from North Korea, Korean Army is pursuing a reduction in troops through the performance improvement project of the GOP science-based border security system, which utilizes advanced technology. In order for the GOP science-based border security system to be an effective alternative to the decrease in military resources due to the population decline, it must guarantee a high detection and identification rate and minimize troop intervention by dramatically improving the false detection rate. Recently introduced in Korean Army, the GOP science-based border security system is known to ensure a relatively high detection and identification rate in good weather conditions, but its performance in harsh weather conditions such as rain and fog is somewhat lacking. As an alternative to overcoming this, a radar-based border security system that can detect objects even in bad weather has been proposed. This paper proves the effectiveness of the AI-based scientific border security system based on radar that is being currently tested at the 00th Division through the 2021 Rapid Acquisition Program, and suggests the direction of development for the GOP scientific border security system.