• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2019.05a
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• pp.316-318
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• 2019

Recently, healthy life has become an issue in an aging society, and the number of people who have been interested in continuous health care for better life is increasing. In this paper, we implemented a personalized recommendation systm to provide convenient healthcare management for user. The PHR (Personal Health Record) of user could be stored in the server along with health related information such as lifestyle, disease, and physical condition. The users could be classified into similar clusters according to the PHR profile in order to provide healthcare contents to the users who had similar PHR profile. K-Means clustering was applied to generate clusters based on PHR profile and ACDT(Ant Colony Decision Tree) algorithm was used to provide personalised recommendation of health information stored in knowledge base. The app system developed in this paper is useful for users to perform healthcare themselves by providing information on serious diseases and lifestyle habits to be improved according to the clusters classified by PHR profile.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.21 no.8
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• pp.140-146
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• 2020

The purpose of this study was to investigate the relationship among leisure supports, flow, and wellness of active senior leisure active participants. The subjects of the study were adults recruited from Seoul, Gyeonggi-do, and Jenla-do. For data processing, frequency, reliability, confirmatory factor, correlation, and structure equaling modeling analyses were conducted. The results were as follows. First, leisure supports of active seniors had an influence on leisure flow (p<.01). Second, leisure supports of active seniors had an influence on wellness (p<.01). Third, leisure flow of active seniors had an influence on wellness (p<.01). At this point in time as an aging society, active seniors are participating in leisure activities in a continuous pursuit of a healthy and happy old age by identifying the relationship between leisure support, leisure flow and wellness. This study suggests that our society should make an effort to participate in leisure and wellness activities.

• The Journal of The Korea Institute of Intelligent Transport Systems
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• v.21 no.6
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• pp.87-96
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• 2022

The traffic vulnerable, including elderly pedestrians, have a relatively low walking speed and slow cognitive response time due to reduced physical ability. Although a smart crossing system has been developed and operated to improve problem, it is difficult to operate a signal that reflects the appropriate walking speed for each pedestrian. In this study, a neural network model and a multiple regression model-based traversing speed estimation model were developed using image information collected in an area with a high percentage of traffic vulnerability. to support the provision of optimal walking signals according to real-time traffic weakness. actual traffic data collected from the urban traffic network of Paju-si, Gyeonggi-do were used. The performance of the model was evaluated through seven selected indicators, including correlation coefficient and mean absolute error. The multiple linear regression model had a correlation coefficient of 0.652 and 0.182; the neural network model had a correlation coefficient of 0.823 and 0.105. The neural network model showed higher predictive power.

• The Journal of the Korea institute of electronic communication sciences
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• v.13 no.6
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• pp.1373-1378
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• 2018

In order to solve the problems such as reduction of agriculture population, aging and declining of grain self sufficiency rate, agriculture ICT convergence technology utilizing IoT technology is actively being developed. Agricultural ICT technology only concentrates on facility houses, and there is no automated control system in the field of cultivation. In this paper, we propose an irrigation control system that automatically controls the solenoid valves and water pumps in a large area with Lora wireless communication. The proposed system does not require a separate power source by using a small solar panel, and it is very convenient to install and operate supporting wireless auto setup by plug-and-play method. Therefore, it is expected that it will contribute to the reduction of labor force, quality of agricultural products, and productivity improvement.

• The Journal of Korea Institute of Information, Electronics, and Communication Technology
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• v.16 no.5
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• pp.256-264
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• 2023

Smart farm technology using IoT is one of the technologies that can increase productivity and improve the quality of agricultural products in agriculture, which is facing difficulties due to the decline in rural population, lack of rural manpower due to aging, and increase in diseases and pests due to climate change. . Smart farms using existing IoT simply monitor farms, implement smart plant growers, and have automatic greenhouse opening and closing systems. This paper implements a smart farm system based on MQTT, an industry standard protocol for the Internet of Things, and Node-RED, a representative development middleware for the Internet of Things. First, data is extracted from Arduino sensors, and data is collected and transmitted from IoT devices using the MQTT protocol. Then, Node-RED is used to process MQTT messages and store the sensing data in real time in MongoDB, a representative NoSQL, to store the data. Through this smart farm system, farm managers can use a computer or mobile phone to check sensing information on the smart farm in real time, anytime, anywhere, without restrictions on time and space.

• Fire Science and Engineering
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• v.27 no.1
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• pp.1-7
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• 2013

The fire safety of social welfare facilities increasing at high speed with coming-up of an aging society have been on the rise as a very important social problems. This research paper has analyzed the fire safety laws and standards about the social welfare facilities as a lesson elderly nursing home's fire that occurred in recent years. This research worker have conducted the questionnaire survey including research of the true actual through the fire protection engineers, the professors, the fire facilities managers and the users. This study has proposed the installing of suitable fire protection systems through the law revision, normal maintenance of the facilities, the safety management plan through evaluation about fire protective management and related facilities by the methods of the fire safety management.

• Proceedings of the Korean Vacuum Society Conference
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• 2010.08a
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• pp.62-62
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• 2010

인공관절은 노인성 질환이나 자가 면역질환, 신체적인 외상 등에 의한 관절의 손상 부위를 대체하기 위해 고안된 관절의 인공대용물로써 최근 인구의 고령화와 질병, 사고의 증가에 따라 그 수요가 급격히 증가하는 추세를 보이고 있다. 인공관절의 소재로는 현재 metal-on-polymer(MOP) 소재가 가장 많이 사용되고 있는데, metal 소재로서는 Co-Cr계 합금이, polymer 소재로서는 초고분자량 폴리에틸렌 (ultra high molecular weight polyethylene) 이 주로 사용되고 있다. MOP 소재의 경우 충격흡수의 장점이 있는 반면 wear debris에 의한 골용해로 인해 관절이 느슨해지는 문제점이 발생하여 재시술의 주요 원인이 되고 있다. 또한 metal 소재로 주로 사용되고 있는 Co-Cr계 합금의 경우 인공관절의 마모, 부식 현상에 의해 Co, Cr등이 체내에 용출되어 세포독성의 문제를 일으킬 수 있다는 단점을 가지고 있다. 본 연구에서는 고체원소 이온주입 기술을 이용하여 316L stainless steel 기판에 niobium을 이온 주입 한 후 niobium nitride (NbN) 박막을 증착하여 counterpart 소재인 초고분자량 폴리에틸렌(UHMWPE) 의 마모를 줄이는 실험을 진행하였다. Pin-on-disk tribometer를 통해 마모 테스트를 진행하여 NbN 박막의 내마모특성을 평가하였으며, 박막의 결정구조 및 화학적 특성을 평가하기 위해 XRD, AES 분석을 수행하였다. 또한 박막의 경도와 표면조도를 측정하기 위해 micro hardness tester, AFM을 이용하였다.

• Proceedings of the Korean Society of Computer Information Conference
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• 2023.07a
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• pp.479-480
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• 2023

현대 사회는 출생아가 줄어들고 고령화 현상이 빠르게 진행 중이다. 20~30대의 사회 복지 종사자가 줄어들고 노인 인구는 늘어나는 반비례 현상이 나타나고 있다. 보호자가 없는 노인에게 낙상 사고와 같은 위급상황이 발생한다면 골든타임을 놓칠 수도 있을 것이다. 따라서, 본 논문에서는 낙상 사고 발생 시, 빠른 시간 내에 실시간 모니터링을 통해 노인 복지사가 상황을 인지할 수 있게 하는 시스템을 개발하였다. 미디어파이프 포즈 모델을 이용하여 관찰 대상의 움직임을 포착하도록 하였고 PTZ 카메라의 서보 모터 제어를 통해 포착한 관찰 대상을 추적하도록 하였다. 주요 장면은 사진으로 저장해 웹 서버로 전송하고, 심박수 측정 센서와 와이파이 통신 모듈이 장착된 아두이노 보드가 실시간으로 웹 서버로 전송하여, 전담 관리자는 사진을 통해 상황을 인식하고 심박수를 보고 얼마나 위급한지 알 수 있도록 하였다.

• Proceedings of the Korea Information Processing Society Conference
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• 2023.11a
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• pp.957-958
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• 2023

본 연구에서는 공정 내 인체 끼임 사고 및 저출산 고령화 시대 등의 문제들로 인한 인력 감소 문제들을 해결하기 위하여 인공지능 기반의 모빌리티 플랫폼을 개발하였다. 본 플랫폼은 yolo-v4 기반으로 로봇이 공정 내부를 이동하면서 공정 내 불량 와이어를 검출하여 공정 유지보수 관리자에게 알려 주고 실시간으로 공정 내부 상황을 무선으로 모니터링할 수 있는 기술을 연구하였다. 또한, 로봇에는 무선 충전 기능을 갖추고 있어 추가적인 공정 내 인체 끼임 사고 등을 예방할 수 있도록 하였다. 본 연구 결과에서는 불량 와이어 검출 시, 평균 92.1%의 정확도를 보였으며, 공정 제품에 대한 양품, 불량품의 검출은 평균 98%의 정확도를 보였다. 또한, 실시간 무선 영상 모니터링는 24fps로 전송되어 공정 내부를 살피는 것에 유의미한 결과를 보였다.

• Archives of design research
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• v.20 no.3 s.71
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• pp.299-314
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• 2007

For the past 20 years, the growth and development of university-design-educational institutes contributed to the industrial development of our country. Due to the technological fluctuation and changes in the industrial structure in the latter half of the 20th century, the enterprise is demanding professionally-oriented design manpower. The principle which appears from instances of the advanced nations is to accommodate the demands in social changes and apply them to educational design programs. In order to respond promptly to the industrial demand especially, the advanced nations adopted "multidisciplinary design education programs" to lead innovation in the area of design globally. The objective of the research consequently is to suggest an educational system and a program through which the designer can be educated to obtain complex knowledge and the technique demanded by the industry and enterprise. Nowadays in order to adapt to a new business environment, designers specially should have both the knowledge and techniques in engineering and business administration. We suggest that the IPDI, a multidisciplinary design educational system and program is made up of the coordinated operation of major classes, on-the-job training connection, educational system for research base creation, renovation design development program for the application and the synthesis of alternative proposals about the training facility joint ownership by connecting with the education of design, business administration and engineering.