• 한국컴퓨터정보학회논문지
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• 제25권1호
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• pp.141-149
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• 2020

현재 군에서 운용하는 차량 중에 민간에서 사용하고 있는 상용차량이 차지하는 비중이 58%로 매우 높고 앞으로 더욱 증가할 계획이다. 군에서 상용차량의 비중이 높아진 만큼 상용차량의 불용처리 결정 여부도 중요한 문제 중의 하나이다. 현재 상용차량의 불용처리 결정은 차량 기술검사관이 설계수명과 차량사용 정보를 이용해서 주관적으로 판단하고 있으나, 군 운용환경에 따른 차이가 반영되어 있지 않고 객관적인 판단 기준이 제시되어 있지는 않다. 본 연구는 군 운용환경을 고려하여 상용차량의 불용여부를 판단하는 모델을 개발하는 것이다. 연구에서 활용한 자료는 육·해·공군의 승용차, 승합차량, 트럭 세 가지 상용차량 1,746대였고, 운용지역, 기후특성, 차량상태 등의 정보를 이용하여 분류 머신러닝 기법을 이용해 불용여부 판단 모델을 구축하였다. 제안하는 불용여부 판단 모델은 정확도가 평균적으로 약 97%였으며, 야전에서도 사용할 수 있는 형태의 모델이다. 연구결과를 바탕으로 향후 상용차량 불용 여부 판단 모델 성능 향상 방안과 군수정보체계 내에 새롭게 구축해야 할 데이터 구축 방향을 장·단기적으로 정책 제언하였다.

• 대한간호학회지
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• 제29권3호
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• pp.665-678
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• 1999

Stroke is a major cause of death and long-term disability. Because muscle weakness is one of the most prominent consequences of stroke, it was considered important to determine whether exercise in order to improve muscle strength and range of motion could have an effect in limiting the learned disuse of the affected side. The purpose of the study was to identify the effects of an 8 week rehabilitation program on physical and cognitive ability in stroke patients. A total of 18 patients who were admitted to the oriental medicine unit of a K medical center in Seoul were recruited : ten for the experimental group and eight for the control group. The rehabilitation program consisted of three level's of active and passive exercises for prevention of muscle contracture and at range of motion. Muscle strength, flexibility of the upper and lower extremity, perceived balance, functional independence, depression, and quality of life for the two groups were compared at the pretest and 4 and 8 weeks after the rehabilitation program. The results are as follows : 1) When measuring muscle strengths of shoulder abduction and elbow flexion, hip flexion and knee extensor, ankle dorsi-flexor and muscle strength of knee flexor. Muscle strength of knee flexor for the experimental group was significantly higher than the comparison group at the 4 weeks. 2) Muscle strength and flexibility of the ankle dorsi -flexor for the experimental group was significantly better than for the control group at 8 weeks. 3) Functional independence, perceived balance, and Tinetti balance for the experimental group as measured at 4 and 8 weeks were better than for the control group. Also, there were changes over time in physical balance and functional ability, but there was no significant differences between the groups. 4) The experimental group showed a higher quality of life and lower depression than the control group at 8 weeks. 5) Muscle strength and flexibility of ankle dorsi -flexor were significantly changed over time and an interaction between group and time. The findings suggested that the rehabilitation program would improve the physical and psychological status of the stroke patients. Thus, the gains in actual or perceived ability to perform physical activities was marked.