• KIPS Transactions on Computer and Communication Systems
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• v.11 no.11
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• pp.411-418
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• 2022

Incorrectly loaded containers can easily knock down by strong winds. Container collapse accidents can lead to material damage and paralysis of the port system. In this paper, We propose a deep learning-based container loading state and accident risk detection technique. Using Darknet-based YOLO, the container load status identifies in real-time through corner casting on the top and bottom of the container, and the risk of accidents notifies the manager. We present criteria for classifying container alignment states and select efficient learning algorithms based on inference speed, classification accuracy, detection accuracy, and FPS in real embedded devices in the same environment. The study found that YOLOv4 had a weaker inference speed and performance of FPS than YOLOv3, but showed strong performance in classification accuracy and detection accuracy.

• Journal of the Korea Convergence Society
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• v.11 no.4
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• pp.173-177
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• 2020

In this study, the side doors of mid-size sedan vehicles of models A and B which are currently prone to rollover accidents are compared with each other by the structural analyses. As a result of the structural analysis, both models showed the maximum deformation at the point of overturning or impact load, and the model A of the two models was able to withstand greater impact load compared to the model B. In addition, the maximum stress happened at the door edge, and model B was 2.5 times more stressed than model A. In the accident of a crash, model A, which has the smaller maximum stress, is able to withstand greater impact loads than model B. Since model B has a larger deformation than model A, it is considered to be more dangerous than model A in the side impact accident. By applying the impact analysis of automotive side door by the class of vehicle, the study result at this paper is considered to be favorable as the convergent research material which can apply the aesthetic design.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.21 no.11
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• pp.161-170
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• 2020

The purpose of this study was to identify the influence of a disposition towards critical thinking, self-esteem, creative convergence competency, and professional self-concept as factors affecting the professional self-concept of nursing students. This study was conducted on 326 nursing students between July 1st and July 30th, 2020. The data was collected by self-reporting questionnaires and analyzed with the SPSS/Win19.0 program using the descriptive statistics t-test, ANOVA, Pearson's correlation coefficient, and multiple regression. The mean score of critical thinking disposition was 3.39±0.02, self-esteem 3.46±0.03, creative convergence competency 3.33±0.02, and professional self-concept 3.07±0.02 in nursing students. There was a significant positive correlation between professional self-concept and critical thinking disposition (r=.748, p<.001), self-esteem (r=.642, p<.001), and creative convergence competency (r=.707, p<.001). The significant factors influencing professional self-concept were critical thinking disposition, self-esteem and creative convergence competency, which explained 67.8% of the variance. Therefore, this study suggests that there is a need for a strategy that increases critical thinking disposition, self-esteem, and creative convergence competency to improve professional self-concept in nursing students.

• Proceedings of the Korean Institute of Navigation and Port Research Conference
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• 2019.05a
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• pp.82-82
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• 2019

해상에서 긴급상황 발생 시 선박운항자는 짧은 시간에 신속 정확한 의사 결정을 할 필요가 있다. 이를 위해서 해양사고(충돌, 좌초, 화재, 엔진고장, 조타고장) 심각성에 따른 대피항로(해경선, 비상투묘, 표류, 임의좌주, 주변선박) 선정 알고리즘을 설계하였고, 선박운항자를 위한 긴급대피지원안내 시스템을 개발 중에 있다. 본 연구에서는 대피항로 선정 지원 기술 중 비상투묘와 충돌위험도를 중심으로 시스템 적용 모델의 타당성의 평가하고 알고리즘의 신뢰성을 검증하였다. 비상투묘 지원 기술의 검증을 위해 국내외 해양사고 보고서 및 재결서를 분석하고 알고리즘에 적용해 결과를 비교하였다. 충돌위험도를 검증하기 위해 재결서의 선박 충돌 사고 사례를 시뮬레이션으로 재현하였고, 시뮬레이션 기록 데이터를 기반으로 PARK model, IWRAP MK2 프로그램을 이용해 충돌위험도를 평가하였다. 본 연구의 결과를 통해 해양사고 발생 시 선박과 인명 피해를 최소화할 수 있을 것으로 예상된다.

• Proceedings of the Korean Society of Disaster Information Conference
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• 2023.11a
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• pp.269-270
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• 2023

본 논문에서는 스포츠 경기장에 경비 로봇의 안전대책에 관하여 위험성평가를 진행하였다. 스포츠 경기장에서는 다양한 형태, 종류의 이벤트가 진행되고 있다. 안전관리를 위한 안전 요원이 반복 순찰을 진행하고 있으나 대형 규모의 경기장의 경우 안전 요원이 전체적인 안전을 확인하고 책임지기 어렵다. 또한 스포츠 경기장에서 일어나는 대부분의 사고는 군중 관련 사고이다. 사고 예방을 위해 안전 관리자의 역할을 보조하는 로봇을 활용하여 사건 및 위험 상황에 대비하는 시스템의 구축이 필요하다. 스포츠 경기장 경비 로봇 안전 운영 안전대책 도출을 위해 선행연구와 참고문헌을 바탕으로 경비 로봇의 규제 및 특성을 탐구하여 연구를 진행했으며 경기장 답사를 위해 잠실 종합운동장 야구장을 3회 실사하여 위험한 사건이 일어날 수 있는 장소를 조사 하였으며, ISO 13489-1에 적용된 PLr 트리를 통한 위험성 평가를 진행하였으며 자체 위험성 평가 시트를 제작하여 위험 정도를 도출 하였다.

• Proceedings of the Korean Institute of Navigation and Port Research Conference
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• 2022.11a
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• pp.229-230
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• 2022

Smart AtoN(Aids to Navigation) that meet the future environment will generate variety of information and be provided in variety. In order to provide a customized service to marine users, the managers of AtoN should be able to check the any time and data in the desired format. In addition, in order to properly manage the AtoN in the future, it is necessary to identify the cause of the AtoN accidents and make efforts to prevent accident. In this study, 7 types of causes and 11 types of accidents were presented for AtoN accidents.

• Proceedings of the Korea Information Processing Society Conference
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• 2023.11a
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• pp.644-647
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• 2023

건설은 경제 발전과 일자리 창출에 중요한 역할을 담당하고 있다. 그러나, 건설 산업은 타 산업에 비하여 고위험 산업으로, 매년 많은 사고와 재해가 발생하고 있다. 노동부 중대산업재해감독과에 따르면 2022 년 재해조사 대상 사망사고 발생 현황 발표 결과, 건설 사고 사망자는 341 명으로, 전체 산업재해 사망사고자의 53%를 차지하고 있다. 최근 사회 변화와 다양한 경기 변동, 물가 상승에 따라 건설 공사 비용 절감을 위한 안정성 결여, 시공 품질 관리의 어려움, 근로자 안전 의식 부족 등의 문제가 심화되고 있다. 이에 따라, 건설 현장의 근본적인 안전문화의 정착과 함께, 첨단 ICT 기술을 활용한 지능형 건설 안전관리 시스템의 구축이 필요한다. 그리고, 건설안전관리를 위한 스마트 건설 안전관리통합관제시스템(SCMS)의 기능과 적용 범위를 더욱 확대함으로써 건설 현장의 안전사고 예방을 개선할 수 있을 것으로 기대된다. 이를 위해 지속적인 다양한 연구와 데이터 수집과 분석 등 기술적인 연구와 함께 법과 제도에 대한 개선 논의가 필요하다.

• Proceedings of the Korea Information Processing Society Conference
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• 2013.05a
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• pp.726-727
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• 2013

건설현장에서 가장 빈번하게 발생하는 추락사고는 작업자의 부주의와 안전장구의 불량으로 발생한다. 추락사고 예방을 위해 의무적으로 착용해야 하는 종래의 안전대는 수동적인 방식이기 때문에 사고 예방에 한계가 있다. 본 연구는 이러한 문제를 해결하기 위한 일환으로서 종래의 하네스식 안전대에 상황인식센서와 USN 등 ICT융합기술을 접목한 새로운 안전대시스템 개발 방안을 마련하였다.

• KIPS Transactions on Computer and Communication Systems
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• v.10 no.4
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• pp.107-116
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• 2021

In the 4th Industrial Revolution situation it is essential to need the high quality of software in diverse industrial areas. In particular current software centered schools attempt to educate the creative thinking based coding to non-major students and beginners of computer. But the problem is insufficient on the definition and idea of the creative thinking based software. In addition in a aspect of coding education for non-major and new students we recognize to have no relationship between creative thinking methods and coding. In other words we should give them how to practically code and design through learning the creative thinking. To solve this problem we propose the codification of design thinking mechanism without the knowledge of software engineering through mapping creative thinking with software development process. With this mechanism we may expect for students to have some coding ability with the creative design.

• Journal of the Korea Convergence Society
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• v.9 no.11
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• pp.501-507
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• 2018

This study was conducted to identify a relationship between Helicopter Parenting, Critical thinking disposition, and Learning Competences of Nursing students. This was a descriptive analyzed study, data were collected from April 3 to 14, 2017, study subjects were 208 nursing students in nursing colleges located C and I city, using self-reported questionnaires. The results of the study showed the mean scores of Helicopter parenting and critical thinking were $73.94{\pm}13.88$, $113.30{\pm}12.33$. And learning motivation, cognition, behavior were consisted in learning competence, learning cognition (F=3.62, p=.014) and learning behavior (F=4.07, p=.008) were statistically significant differences in school score. Helicopter parenting and critical thinking were a significant negative relationship (r=-.14, p=.043), according to critical thinking of learning cognition (r=.43, p<.001) and behavior (r=.42, p<.001) were a significant positive relationship. Based on the results, they were taken a baseline data for developing a Parent-Parenting Education Program to enhance on critical thinking and learning competence of nursing students and a Clinical Nursing Empowerment Program.