• 제목/요약/키워드: Classification Operation

검색결과 818건 처리시간 0.031초

군집분석을 통한 전국 자연휴양림 유형분류 (Classification of Recreation Forests through Cluster Analysis)

  • 이기철;강기래
    • 한국조경학회지
    • /
    • 제37권1호
    • /
    • pp.9-17
    • /
    • 2009
  • 자연휴양림이 도입된지 20년이 지나는 동안 휴양림마다의 특징성이 부각되어 각각의 휴양림이 가진 개성이 있음에도 불구하고 자연휴양림의 유형에 대한 분류가 거의 없는 실정이다. 본 연구는 자연휴양림의 공급적 측면과 이용적 측면을 고려한 유형분류를 실시하여 유형에 따른 효율적인 자연휴양림 운영관리 또는 자연휴양림에 관한 연구 시 연구지 선정의 기초 자료로서의 제공에 그 목적이 있다. 자연휴양림 유형분류를 위한 방법으로는 자연휴양림 유형분류를 위한 최적의 변수로 생각되는 항목들을 선정하기 위한 전문가 설문을 실시하여 전국 자연휴양림을 대상으로 현황설문조사를 실시하였다. 공통성 추출을 위한 요인분석 결과, 4개 요인으로 구분되어 각각의 명명을 변수의 속성과 크기에 따라 이용실적 지표요인, 교육적 지표요인, 내부 활동적 지표요인, 수용 잠재적 지표요인으로 명명하였다. 그리고 추출된 요인점수를 통하여 $85{\times}4$행렬의 군집분석을 시도하였다. 그 결과 5개 군집으로 최종 유형이 분류되었다. 본 연구를 통한 결과는 유형별 휴양림 운영방안 및 관리의 기초자료로 제공되어질 수 있을 것이다. 그리고 향후 자연휴양림의 조사지에 대한 선정 시 기초자료로 참고할 수도 있을 것이며, 또한 전국 자연휴양림의 유형을 제시함으로써 향후 휴양림 적지 선정에 있어서도 기초자료로 제공될 수 있을 것이다.

대학생의 이벤트 식단에 대한 선호도 조사 (A survey on Preference of the Event Menus in the Foodservice Operations for University Students)

  • 배현주
    • 대한영양사협회학술지
    • /
    • 제12권3호
    • /
    • pp.235-242
    • /
    • 2006
  • The purpose of this study of was to provide basic data for preparing event menus to increase customer's satisfaction by investigating university students' participation and preference for the event menus in the foodservice operations. The questionnaires were distributed to 300 customers from August 1 to 31, 2005. 88.0% of the questionnaires were analyzed. Statistical analysis of data was performed using SAS package program(version 8.2) for descriptive analysis and $χ^2$-test, t-test, one-way ANOVA, Duncan multiple range test. The results of this study can be summarized as follows : 50.4% of the students have participated in foodservice operation's event and the average degree of the satisfaction was 2.67 out of 5. The type of the events customers have most frequently participated in were the national holiday·subdivisions of the season event(47.3%), the day event(34.1%), environment event(26.9%) and so on. In large classification, preferred were season event(85.2%), international food event(76.9%), and healthy food event(73.1%) and so on. In small classification, orgarnic food event(53.0%), summer fruits festival(41.3%), midsummer event(36.6%) and christmas event(34.4%) and so on. From now on, the event reflecting customers' expectation and requirement should be planned and implemented.

  • PDF

전자의무기록(EMR) 자료를 활용한 수술부위감염 관련요인 (Risk Factors for Surgical Site Infections According to Electronic Medical Records Data)

  • 김영희;염영희
    • 기본간호학회지
    • /
    • 제21권2호
    • /
    • pp.151-161
    • /
    • 2014
  • Purpose: The purpose of this study was to identify the risk factors that influence surgical site infections after surgery. Methods: This study was a retrospective research utilizing Electronic Medical Records. Data collection targeted 4,510 adult patients who had 8 different kinds of surgery (gastric surgery, colon surgery, laparoscopic cholecystectomy, hip & knee replacement, hysterectomy, cesarean section, cardiac surgery) in 4 medical care departments, at one general hospital between January 2006 and December 2011. Multivariate logistic regression analyses were used to identify the risk factors affecting surgical site infections after surgery. Results: Risk factors for increased surgical site infection following surgery were confirmed to be age (OR=1.59, p<.001), BMI (Body Mass Index)(OR=1.25, p=.034), year of operation (OR=2.45, p<.001), length of operation (OR=3.06, p<.001), ASA (American Society of Anesthesiology) score (OR=1.36, p=.025), classification of antibiotic used (OR=2.77, p<.001), duration of the prophylactic antibiotics use (OR=1.85, p<.001), and interaction between classification of antibiotic used and duration of the prophylactic antibiotics use (OR=1.90, p=.016). Conclusions: Results suggest that risk factors affecting surgical site infections should be monitored before surgery. The results of this study should contribute to establishing effective infection management measures and implementing surveillance systems for patients who have actual risk factors.

Comparative Study for Osteosynthesis of Femoral Neck Fractures: Cannulated Screws versus Femoral Neck System

  • Youngho Cho;Jae-uk Shin;Sangwoo Kim
    • Hip & pelvis
    • /
    • 제35권1호
    • /
    • pp.47-53
    • /
    • 2023
  • Purpose: The purpose of this study is to compare the radiological results of fixation using the femoral neck system (FNS) and cannulated screw (CS) for treatment of femoral neck fractures. Materials and Methods: A retrospective study of patients with femoral neck fractures who underwent internal fixation and had follow-up of more than six months from 2010 to 2020 was conducted. A total of 87 patients were enrolled in the study. The FNS group included 20 patients and the CS group included 67 patients. Classification of fractures was performed according to Garden and Pauwels classification. Operation time, intraoperative blood loss, sliding distance of the implant, lateral soft tissue irritation caused by implants, and complications were evaluated. Results: The mean operation time was 40.30 minutes in the FNS group and 46.84 minutes in the CS group. The mean intraoperative bleeding volume was 51.25 mL in the FNS group and 72.16 mL in the CS group. Bone union was achieved in 18 patients in the FNS group (90.0%) and in 61 patients in the CS group (91.0%). The mean sliding distance of the implant was 4.06 mm in the FNS group and 3.92 mm in the CS group. No patients in the FNS group and 12 patients in the CS group complained of soft tissue irritation. Conclusion: A shorter operative time, less intraoperative bleeding, and less irritation of soft tissue were observed in the FNS group. FNS could be an alternative to CS for fixation of femoral neck fractures.

한국 프로야구투수들의 부상 발생원인 및 분류에 관한 연구 (The study about the cause of the Korean professional pitchers' injury and its classification)

  • 남종철;김상수;이동호
    • The Journal of Korean Physical Therapy
    • /
    • 제14권4호
    • /
    • pp.172-182
    • /
    • 2002
  • Objectives: We did research in the cause of the Pitchers' injury and their recovery process to make a detailed injury list for the purpose of finding the cause of the Korean professional pitchers' injury and its classification. We drew the conclusion through the results as following. Methods: We posed a question to the 80 pitchers playing in the first team of the eight Korean professional baseball team and analyzed the 62 pieces of question paper except the paper having a mistake. We used SAS/PC statistical package in analyzing the data. Results: In the frequency of the pitchers' shoulder injury in the last three years, the injured of all the players were 61.3$\%$ and the injury free players were 28.7$\%$. The cause of the injury was 45.2$\%$ wrong pitching motion, which was the highest value. For the shape of a pain when injured, the reverberation ache feeling when he is hit in the weight commanded an absolute majority as 19.4$\%$. Those who had muscular pain were 17.7$\%$, which was felt mostly at the pitching motion. The most trouble name of the injured shoulder was bicepstendinitis as 16.1$\%$ while the injury of shoulder joint was the lowest as 1.6$\%$. As the most widely used treatment, 25.8 percent of all the players had taken an electronical thraphy after injury. 14.5 percent of the players who had an injury to the shoulder told that they have an operation and 85 percent of them didn't. As a sort of the operation, a repairing of labrum was 44.4 percent, which is the highest value and the 77.8 percent pitchers are performing a normal pitching through rehabilitation after the operation and 22.2 percent of them are undergoing rehabilitation training. Conclusion: The research have shown that the main cause of the injury, concerning the Korean professional pitchers throwing lots of ball in both matches and practices, is overuse syndrome, bad mechanism, muscle weakness and instability of balance. I think that the role of trainer, physical therapy, and team physician taking charge of the players' injury must learn physical test method by heart exactly to check up the state of the injury definitely at the initial phase. Moreover, when the cause of the injury part after a close examination is discovered, the scientific and good surgery is essential to the rehabilitation success and making a classification of shoulder instability is useful to make a operation plan as well as the players' rehabilitation, treatment.

  • PDF

우리나라 의료기관 Institutional Review Board의 취약한 연구 대상자 관련 표준운영지침서 운영 현황과 윤리적 고찰 (An Ethical Consideration on the Standard Operating Procedure Operation Status and the Ethical Review of the Vulnerable Research Subjects of Institutional Review Board, a Medical Institution in Korea)

  • 변은화;최병인
    • 대한기관윤리심의기구협의회지
    • /
    • 제5권1호
    • /
    • pp.21-32
    • /
    • 2023
  • Purspose: The purpose of this study is to examine the meaning and definition of vulnerable subjects in clinical trials in light of domestic and international regulations and guidelines, to analyze the contents of standard operation procedures (SOPs) among advanced general hospitals in Korea that conduct clinical trials, and to examine deliberation procedures for operation plans. Methods: The study examined how vulnerable research subjects were defined and described in related regulations and the classification of vulnerable research subjects presented in the IRB/HRPP SOPs of 18 clinical trial institutions, including 11 AAHRPP-accreditated general hospitals in Korea, as well as the operation of the IRB deliberation. Results: Among all domestic and international regulations and guidelines, only the The Council for International Organization of Medical Sciences (CIOMS) guidelines explain why vulnerability is related to judgments on the severity of physical, psychological, and social harm, why individuals are vulnerable, and for what reasons. However, the classification of vulnerable subjects by institutions differed from the classification by the International Conference on Harmonization-Good Clinical Practice (ICH-GCP). A total of the 16 institutions classified children and minors as vulnerable research subjects. 14 institutions classified subjects who cannot consent freely were classified as vulnerable subjects. 15 institutions classified sujects who can be affected by the organizational hierarchy were classified as vulnerable subjects. Subjects in emergency situations were regarded as vulnerable research subjects in 8 of institutions, while people in wards, patients with incurable diseases, and the economically poor including the unemployed were categorized as vulnerable research subjects in 7, 4, and 4 of institutions, respectively. Additionally, some research subjects were not classified as vulnerable by ICH-GCP but were classified as vulnerable by domestic institutions 15 of the institutions classified pregnant women and fetuses as vulnerable, 11 classified the elderly as vulnerable, and 6 classified foreigners as vulnerable. Conclution: The regulations and institutional SOPs classify subjects differently, which may affect subject protection. There is a need to improve IRBs' classifications of vulnerable research subjects. It is also necessary to establish the standards according to the differences in deliberation processes. Further, it is recommended to maintain a consistent review of validity, assessment of risk/benefit, and a review using checklists and spokeperson. The review of IRB is to be carried out in a manner that respects human dignity by taking into account the physical, psychological, and social conditions of the subjects.

  • PDF

정부기능분류체계(BRM)의 재정비를 위한 사례연구 - '문화재' 정책영역을 중심으로 - (A Case Study for the Reorganization of the Standard of Government Function Classification (BRM): Focusing on the 'Cultural Heritage' Policy Area)

  • 남서진;임진희
    • 한국기록관리학회지
    • /
    • 제17권2호
    • /
    • pp.129-163
    • /
    • 2017
  • 본 연구는, 문헌조사를 바탕으로 대한민국의 업무참조모델(BRM)인 '정부기능분류체계'의 도입에서 개발 적용에 이르기까지의 행정연혁을 통하여, 정부기능분류체계의 본래 개발목적과 의도를 밝혀내고, 현재 정부기능분류체계에서 관찰되는 문제점과의 관계를 밝힘으로써 현행에서 드러나는 정부기능분류체계의 문제에 대한 원인을 찾아보고자 하였다. 정부기능분류체계의 현황조사는 정책영역 '문화재' 영역(대기능 9개, 중기능 59개, 소기능 297개와 단위과제 1,287개)을 대상으로 중앙정부와 지방정부의 기능분류체계를 조사하였다. 그 결과, 중앙정부와 지방정부의 기능 간에 분절된 현상과 그밖에 문제점들을 발견하였고, 이를 대표하는 '문화재 지정' 등의 4가지 사례를 통해 개선모형을 제안하였다. 또한, '정부기능분류체계'의 재정비를 위하여, 업무재현성을 갖춘 업무기능의 설계, 업무기능의 일관성유지를 위한 관리와 운영에 있어서의 제도마련, 이용자의 사용촉진을 위한 교육, 지속적인 유지관리와 개선이 필요함을 제안하였다.

개인별 이상신호 검출과 QRS 패턴 변화에 따른 조기심실수축 분류 (PVC Classification by Personalized Abnormal Signal Detection and QRS Pattern Variability)

  • 조익성;윤정오;권혁숭
    • 한국정보통신학회논문지
    • /
    • 제18권7호
    • /
    • pp.1531-1539
    • /
    • 2014
  • 조기심실수축(PVC)은 가장 보편적인 부정맥으로 심실세동, 심실빈맥 등과 같은 위험한 상황을 유발할 수 있는 가능성을 가지고 있기 때문에 이의 조기 검출은 매우 중요하다. 하지만 ECG 신호의 개인 차이가 있음에도 불구하고, 일반적인 신호의 판단 규칙에 따라 진단을 수행함으로써 성능하락이 나타날 수 밖에 없다. 이러한 문제점을 극복하기 위해서는 개인에 따른 이상 신호를 검출한 후 다양한 QRS 패턴을 고려하여 PVC를 분류할 수 있는 알고리즘이 필요하다. 본 연구에서는 개인별 이상신호 검출과 QRS 패턴 변화에 따른 PVC 분류 기법을 제안한다. 이를 위해 전 처리 과정과 차감기법을 통해 R파를 검출하였으며, 개인별 이상신호를 검출하였다. 이후 QRS 패턴에 따른 QS 간격과 R파의 진폭 변화율에 따라 PVC를 분류하였다. 제안한 알고리즘의 이상 신호 검출 및 PVC 분류 성능을 평가하기 위해서 MIT-BIH 부정맥 데이터베이스를 사용하였다. 성능평가 결과, 이상 신호 검출률은 98.33%, PVC는 각각 94.46%의 평균 분류율을 나타내었다.

해외 건설산업의 사례에 의한 국내 건설 업종 분류체계의 비교 분석 (Analysis of the Domestic Construction Industry Classification System through an Overseas Construction Industry Case Study)

  • 김정욱;김규용;최민수;남정수;이상수
    • 한국건축시공학회지
    • /
    • 제22권5호
    • /
    • pp.463-471
    • /
    • 2022
  • 건설업은 타 업종에 비하여 정보비대칭 문제가 복잡하게 산재하고 있는 구조를 갖고 있으며, 현행 국내 건설업 등록과 관련된 건설업종 분류 체계는 신설, 통합, 폐지 등의 과정을 거치면서 종합건설업과 전문건설업으로 구분하여 통·폐합을 추진하고 있다. 건설업 업종분류체계는 건설시장에 진입하는데 지침이 되고, 건설수요자가 적정한 서비스를 제공할 수 있는 공급자를 선정하는데 기준이 될 수 있기 때문에 건설업등록제도의 운용 목적이나 취지로 판단할 때, 건설업종 분류 체계를 합리적으로 검토하여 설정되는 것이 매우 중요하다. 본 연구에서는 국내의 건설업 등록 업종 분류체계에 관한 리스크 요인을 고려하여 개선 가능성을 검토하고자 하는데 목적이 있다. 이를 위하여 일본, 미국, 호주 등의 해외의 건설업 면허나 등록제도에서 운영하고 있는 건설업종 분류 체계에 대한 사례 조사를 수행하여 이를 국내 업종 분류 체계와 비교하여 시사점 및 개선 방향에 대하여 검토하였다.

A Comparison of Meta-learning and Transfer-learning for Few-shot Jamming Signal Classification

  • Jin, Mi-Hyun;Koo, Ddeo-Ol-Ra;Kim, Kang-Suk
    • Journal of Positioning, Navigation, and Timing
    • /
    • 제11권3호
    • /
    • pp.163-172
    • /
    • 2022
  • Typical anti-jamming technologies based on array antennas, Space Time Adaptive Process (STAP) & Space Frequency Adaptive Process (SFAP), are very effective algorithms to perform nulling and beamforming. However, it does not perform equally well for all types of jamming signals. If the anti-jamming algorithm is not optimized for each signal type, anti-jamming performance deteriorates and the operation stability of the system become worse by unnecessary computation. Therefore, jamming classification technique is required to obtain optimal anti-jamming performance. Machine learning, which has recently been in the spotlight, can be considered to classify jamming signal. In general, performing supervised learning for classification requires a huge amount of data and new learning for unfamiliar signal. In the case of jamming signal classification, it is difficult to obtain large amount of data because outdoor jamming signal reception environment is difficult to configure and the signal type of attacker is unknown. Therefore, this paper proposes few-shot jamming signal classification technique using meta-learning and transfer-learning to train the model using a small amount of data. A training dataset is constructed by anti-jamming algorithm input data within the GNSS receiver when jamming signals are applied. For meta-learning, Model-Agnostic Meta-Learning (MAML) algorithm with a general Convolution Neural Networks (CNN) model is used, and the same CNN model is used for transfer-learning. They are trained through episodic training using training datasets on developed our Python-based simulator. The results show both algorithms can be trained with less data and immediately respond to new signal types. Also, the performances of two algorithms are compared to determine which algorithm is more suitable for classifying jamming signals.