• Title/Summary/Keyword: Training Quality

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Development of Polynomial Based Response Surface Approximations Using Classifier Systems (분류시스템을 이용한 다항식기반 반응표면 근사화 모델링)

  • 이종수
    • Korean Journal of Computational Design and Engineering
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    • v.5 no.2
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    • pp.127-135
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    • 2000
  • Emergent computing paradigms such as genetic algorithms have found increased use in problems in engineering design. These computational tools have been shown to be applicable in the solution of generically difficult design optimization problems characterized by nonconvexities in the design space and the presence of discrete and integer design variables. Another aspect of these computational paradigms that have been lumped under the bread subject category of soft computing, is the domain of artificial intelligence, knowledge-based expert system, and machine learning. The paper explores a machine learning paradigm referred to as teaming classifier systems to construct the high-quality global function approximations between the design variables and a response function for subsequent use in design optimization. A classifier system is a machine teaming system which learns syntactically simple string rules, called classifiers for guiding the system's performance in an arbitrary environment. The capability of a learning classifier system facilitates the adaptive selection of the optimal number of training data according to the noise and multimodality in the design space of interest. The present study used the polynomial based response surface as global function approximation tools and showed its effectiveness in the improvement on the approximation performance.

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4D-QSAR Study of p56Ick Protein Tyrosine Kinase Inhibitory Activity of Flavonoid Derivatives Using MCET Method

  • Yilmaz, Hayriye;Guzel, Yahya;Onal, Zulbiye;Altiparmak, Gokce;Kocakaya, Safak Ozhan
    • Bulletin of the Korean Chemical Society
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    • v.32 no.12
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    • pp.4352-4360
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    • 2011
  • A four dimensional quantitative structure activity relationship analysis was applied to a series of 50 flavonoid inhibitors of $p56^{lck}$ protein tyrosine kinase by the molecular comparative electron topological method. It was found that the -log (IC50) values of the compounds were highly dependent on the topology, size and electrostatic character of the substituents at seven positions of the flavonoid scaffold in this study. Depending on the negative or positive charge of the groups correctly embedded in these substituents, three-dimensional bio-structure to increase or decrease -log (IC50) values in the training set of 39 compounds was predicted. The test set of 11 compounds was used to evaluate the predictivity of the model. To generate 4D-QSAR model, the defined function groups and pharmacophore used as topological descriptors in the calculation of activity were of sufficient statistical quality ($R^2$ = 0.72 and $Q^2$ = 0.69). Ligand docking approach by using Dock 6.0. These compounds include many flavonoid analogs, They were docked onto human families of p56lck PTKs retrieved from the Protein Data Bank, 1lkl.pdb.

The Effects of Peer Tutoring on Students' Achievement and Learning Satisfaction in Liberal Computer Class in Univ. (대학 교양 컴퓨터 수업에서 동료교수법이 학업 성취도와 학습만족도에 미치는 효과)

  • Gu, Jung-Mo
    • Journal of Fisheries and Marine Sciences Education
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    • v.25 no.4
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    • pp.757-765
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    • 2013
  • The purpose of this study is to examine the effects of peer tutoring on students' achievement and learning satisfaction in a liberal computer class at university level. Traditional teaching method was applied for the control group consisting 55 students for 8 weeks. The experimental group containing 44 students was instructed using both traditional teaching method and peer tutoring. According to the results of diagnosed test, the experimental group was divided into heterogeneous ability group of 3 or 4. The tutor training was provided a week in advance of the class and the students played a role of a tutor and tutee by taking turns. The results showed no significant differences between the two groups on academic achievement; however, in terms of students' learning satisfaction, it displayed a wider range of results. The learning satisfaction data from the experimental group showed a much higher level than that of the control group. It is predicted that the amount of class hours of a week, the quality of the lecture and the application of peer tutoring affect the students' academic achievement. It is suggested that subsequent research on peer tutoring will allow for more in-depth study in this field.

Helicopter Landing Gear Ground Reaction Simulation (헬리콥터 강착장치 시뮬레이션)

  • 최형식;전향식;오경륜;배중원;남기욱
    • Proceedings of the Korea Society for Simulation Conference
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    • 2004.05a
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    • pp.131-135
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    • 2004
  • Landing gear force reaction module is important for aircraft take off and landing simulation. But usually this modulo is not accounted for control law design simulation. because it does not affect the flying quality of aircraft. Now a days, this module is getting more important according to the increase of needs for training purpose simulation and specific control law design such as unmaned aircraft landing on the moving platform. In this paper 1DOF mass spring simple force system per gear was accepted.

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Current Status and Ways for Improvement of the Examination System for the Employment of Environmental Education Teachers in Secondary Schools (중등학교 환경과 교사 임용고사 제도의 문제점과 개선방안)

  • 최돈형
    • Hwankyungkyoyuk
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    • v.14 no.1
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    • pp.66-80
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    • 2001
  • In this study, the current status and the desirable ways for improvement of the examination system for the employment of the environmental education teachers in the secondary school were investigated. For the study, first, problems and reasons, and the counterplan of policy on the teacher connected directly with the examination employing secondary school teachers through exploration of the related literatures were analyzed; second, it was identified that the essential quality which environmental education teachers should have ready; third, the curriculum of environmental education teacher training universities and the seventh environmental curriculum were examined to provide a basis of discussion on the principle of setting questions for the employment of environmental education teachers; fourth, the number of recruitment, the number of examinee, the principle of setting questions, the composition of questions, and the distribution of scores of the examination which were carried out in the school year 2000 and 2001 were compared and analyzed; finally, the basis of the above analyses, recommendations to consider the examination system for the employment of environmental education teachers in the secondary school were presented as follows: first, the team managing the examination for the employment should reflect the aims and special contents of environmental education to discuss and decide the principle of setting questions on the environmental course; second, the proportion of subject matter education in the examination for environmental education teachers should be increased; third, the validity of questions for the examination should be clarified and the difficulty level of the questions should be low.

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Development and Clinical Use of Assessment Indicators for Improving Medication Adherence of Elderly Residents in Nursing Home (노인요양원 입소자의 복약순응도 향상을 위한 평가지표의 개발 및 임상활용)

  • Park, Duck-Soon;Kang, Minku;Bang, Joon Seok
    • Korean Journal of Clinical Pharmacy
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    • v.26 no.1
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    • pp.13-23
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    • 2016
  • Background: South Korea is rapidly being an aging-society and the demand of long-term care insurance services for elderly patients is rising. In addition, because the elderly taking multiple medicines, the adherence is lowered and the adverse events are easily occurred. Therefore, many are interested in introducing the geriatric pharmacy specialist to manage this situation. Purpose: By applying a similar program such as the geriatric pharmacy specialist working in nursing home, we conducted this study to evaluate the potential contribution to both the health insurance services and financial savings for the elderly patients. Methods: We conducted a trial in an elderly nursing home to collaborate between doctor and pharmacist making a checklist for improving medication adherence and establish a consultation system. Also we applied a smart phone application in the pharmaceutical care processes. Results: Thereby completing the drug therapy related checklist apply to nursing facilities in South Korea. And we got a performance that improves medication adherence when used in the clinical practice settings. Conclusion: By introducing a training program of pharmacy care managers and geriatric professionals such as the United States and Japan, we revealed the elderly nursing home residents and vulnerable elderly people living alone were improved the medication adherence and it will contributed to the health and quality of life of the patients.

The Effects of Abdominal Relaxed Breathing Exercises using Biofeedback on Stress Response and Blood Pressure in Elderly People with Hypertension (Biofeedback을 이용한 복식호흡 이완훈련이 고혈압 노인의 혈압과 스트레스반응에 미치는 영향)

  • Yu Su-Jeong;Kim Keum-Soon
    • Journal of Korean Academy of Fundamentals of Nursing
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    • v.10 no.1
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    • pp.14-22
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    • 2003
  • Purpose: To improve self-management in elderly people with hypertension, the researcher examined the effects of an abdominal relaxed breathing exercises using biofeedback on blood pressure. These exercises regulate physical response to stress and lessen the activity of sympathetic nerves. Method: A single-experimental pre-and post-test design was used. Eight elderly people with hypertension participated in the study from April, 6 to June, 14, 2000. Biofeedback was done with soft ware by developed by J & J Company (1-410 form for abdominal respiration training). The abdominal relaxed breathing exercises are based on Mason's suggestion (1985) and were modified by Yu & Song(2001). This program consisted of 4 sessions once a week for four weeks. Data were analysed using SPSSPC+(10.0). Result: There was a significant decrease in systolic and diastolic blood pressure over three different times. There was a significant difference in the level of total stress response, overall health and quality of life but no significant difference in the level of emotional condition over three different times. Conclusion: The results of this study will contribute to the development of nursing strategies for the regulation of blood pressure in older people as the exercises are easy to learn and are a nonpharmacologic approach.

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Cases of Exemplary Science Teachers' Professional Development Efforts

  • Kwak, Young-Sun
    • Journal of the Korean earth science society
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    • v.24 no.2
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    • pp.82-92
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    • 2003
  • This qualitative research describes unique features of seven exemplary science teachers' professional development activities. Description of excellence in effective teachers' professional development efforts will provide some insights into required inservice initiatives and support systems for teachers' professional learning. Exemplary science teachers' professional development activities can be classified into four types: (1) practicing classroom supervision, (2) participating in voluntary communities of teachers, (3) playing instructional leader roles in teacher training programs, and (4) continuing one's studies at a graduate school. One of the common features of these exemplary teachers was that they can both articulate what makes teachers professionals and practice in accordance with their perspectives. These exemplary teachers not only improved their own classroom practices, but also participated actively in various professional communities to share their practical knowledge with their colleagues. The teachers have formed special-interest groups to investigate better ways of science teaching. They also took an active role in teachers' in-service education. Teachers' quality practices lie at the heart of classroom change. However, it's important to remember that there must be a support system that sustains and encourages teachers' initiatives. The implications for the support system to encourage teachers' professional development efforts are discussed.

Factors Affecting the Job Performance of Occupational Health Manager at the Hospital (의료기관 보건관리자의 직무 수행도에 영향을 미치는 요인)

  • Ji, Sun-Young;Jung, Hye-Sun
    • Korean Journal of Occupational Health Nursing
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    • v.29 no.1
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    • pp.8-19
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    • 2020
  • Purpose: To identify the importance and performance levels of health management duties, work-related and general attributes of health managers in medical institutions and analyze their impact on the performance of managing health-care related tasks. Methods: This research identified the performance levels of 150 health managers who have been executing industrial health-related duties for more than six months as nurses in medical institutions with more than 30 hospital beds. The variables which affect their performances were then analyzed. Results: The average importance of health care duties was 8.1 out of 10 and 5.5 for performance levels. Multi-regression analysis on the variables affecting performance levels of health managers in medical institutions showed that health managers exhibit higher numbers under the following conditions: over 300 full-time employees, more than 1 year but less than 3 years of experience, positions above section chief level, affiliation to the safety and health department, and high perception of duty importance. Conclusion: Improved cognizance of health manager importance should occur initially; then, health-care center setup, assigning of exclusive occupational health managers, and organizational efforts to improve the working environment in tandem with the provision of educational training programs to improve work quality are necessary.

A Study on Preferences about Play, Laughing Activity, Digital Game in Elementary School Students (초등학생들의 놀이, 웃음활동, 디지털 게임의 선호도 실태 고찰)

  • Bae, Jin-Soon
    • Journal of Korea Game Society
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    • v.16 no.6
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    • pp.7-18
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    • 2016
  • This study was conducted to construct a program combining play and laughing activities with personality education. Self-recorded questionnaire was administered to investigate popularity of play(playing rules area, traditional play area, board game area), the laughing activity, digital games preference among 5th and 6th grade students. Most popular activities was board game area, followed by rule play area, traditional play area, and laughing activity in order. Group play among the rule play area, and Yutnory among traditional play, and digital games among board games were most preferred. This study suggest primitive classification and characterization of play and activities among senior elementary students. Further study for define classification of other eligible play and activities may be encouraged to establis high quality play and activity programs among elementary school students.