• Title/Summary/Keyword: Evaluated Data

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High-speed power network for catenary abnormal voltage effect and analysis (고속선 전차선로 이상전압 발생의 영향과 분석)

  • Lee, Gi-Chun;Jeon, Yong-Joo
    • Proceedings of the KIEE Conference
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    • 2007.07a
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    • pp.1161-1162
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    • 2007
  • In year 2004 korea runs high speed train KTX for the 5th time in the world. And now the traction power system is quite stabilized. But still a lot of work to develop and abnormal voltage problem is one of them. In this paper, by actual measuring we have collected the abnormal data on the high speed train sub-staion for more than 15 days. The collected data has been evaluated. In the near future collected data will be used planing a countermeasure.

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A Study on the Utilization of Computer Program for the Prediction of Rom Acoustics (실내음향 예측을 위한 컴퓨터 프로그램 이용에 관한 연구)

  • 김선우;최형욱;한명호
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 1997.10a
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    • pp.250-255
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    • 1997
  • The computer simulation and mock-up test are recently applied to the practical design for the room acoustics to predict and evaluate its characteristics. In this paper, the sound field properties predicted and evaluated by the computer simulation were compared to the measured data. Comparison and analysis between simulation data and measured data were performed for the Reverberation Time, Sound Pressure Level at the various measuring positions and frequencies and Definition, Early Decay Time, Speech Transmission Index.

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Domain Adaptation for Opinion Classification: A Self-Training Approach

  • Yu, Ning
    • Journal of Information Science Theory and Practice
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    • v.1 no.1
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    • pp.10-26
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    • 2013
  • Domain transfer is a widely recognized problem for machine learning algorithms because models built upon one data domain generally do not perform well in another data domain. This is especially a challenge for tasks such as opinion classification, which often has to deal with insufficient quantities of labeled data. This study investigates the feasibility of self-training in dealing with the domain transfer problem in opinion classification via leveraging labeled data in non-target data domain(s) and unlabeled data in the target-domain. Specifically, self-training is evaluated for effectiveness in sparse data situations and feasibility for domain adaptation in opinion classification. Three types of Web content are tested: edited news articles, semi-structured movie reviews, and the informal and unstructured content of the blogosphere. Findings of this study suggest that, when there are limited labeled data, self-training is a promising approach for opinion classification, although the contributions vary across data domains. Significant improvement was demonstrated for the most challenging data domain-the blogosphere-when a domain transfer-based self-training strategy was implemented.

The Effectiveness of Standardized Patient Managed Instruction for a Fundamental Nursing Course (기본간호학 실습교육에 있어 표준화 환자를 이용한 학습방법의 효과)

  • Yoo, Moon-Sook
    • The Journal of Korean Academic Society of Nursing Education
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    • v.7 no.1
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    • pp.94-112
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    • 2001
  • The main purpose of this study was to investigate the effectiveness of a standardized patients managed instruction program for a fundamentals of nursing. The standardized patients managed instruction was evaluated by using a quasi-experimental, nonequivalent control group posttest design with two separate classes of sophomore students attending fundamentals of nursing classes at one baccaleureate nursing school in Korea. Control group was taught by traditional lecture/model instruction and experimental group was taught by standardized patient managed instruction. Data were collected from December, 1999 to July, 2000 using checklist developed by researcher on following areas; clinical nursing performance, communication skills, and learning motivation. There were 36 students in the experimental group and 40 students in the control group. Data analysis was done using SPSS WINDOW. The results were summarized as follows ; 1. Clinical nursing performances were evaluated by change position, back care and hot bag apply. The total score was statistically significant higher in the experimental group than the control group(t=3.325, p=.000). Thus hypothesis 1 was supported. 2. Communication skill was evaluated by professional attitude and ability to explain to patients. There was a statistically significant difference between the experimental group and the control group (t=4.232, p=.000). Thus hypothesis 2 was supported. 3. Learning motivation was evaluated by self-reported questionnaires. There was statistically a significant difference between the experimental group and the control group(t=3.024, p=.004). Thus hypothesis 3 was supported. In conclusion, this study suggests that standardized patients managed instruction is an effective learning method to nursing students. By utilizing a standardized patient managed instruction, learning can proceed in a more relaxed environment and reduce the risks to patients because student inexperience are avoided. It is recommended to develop more standardized patients cases for wider areas of nursing educational and evaluate the program with more students using logitudinal method.

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Estimation of Air Travel Demand Models and Elasticities for Jeju-Mainland Domestic Routes (제주-내륙 간 국내선 항공여객수요모형 및 탄력성의 추정)

  • Baek, Seung-Han;Kim, Sung-Soo
    • Journal of Korean Society of Transportation
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    • v.26 no.1
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    • pp.51-63
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    • 2008
  • Jeju-Mainland demand for air passenger is variated by the season because most of the demands stem from the leisure travel. This research is to estimate the econometrics demand models(A simple time series model and the partial adjustment model) and elasticities of each models for the Jeju-Mainland domestic routes air travel market using the time series aggregate data between the year 1996 and 2005. As the result of estimating, income elasticity was evaluated to be elastic(1.55) and fare elasticity was inelastic(-0.49${\sim}$-0.59) for A simple time series models. In the partial adjustment model's case, income elasticity was evaluated to be inelastic(0.51) in short-run whereas it was evaluated to be elastic(1.88) in long-run. Fare elasticity was evaluated to be inelastic in short-run(high-demand season: -0.13, slack season: -0.20) and long-run(high-demand season: -0.48, slack season: -0.72).

Performance Evaluation of a Thermo Siphon Type Radiator for LED Lighting System by using an Inverse Heat Transfer Method (역열전달해석기법에 의한 LED 조명용 무동력 냉각사이클링 방열기 성능평가)

  • Kim, E.H.;Kim, H.K.;Seo, K.S.;Lee, M.K.;Cho, C.D.
    • Transactions of Materials Processing
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    • v.20 no.7
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    • pp.473-478
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    • 2011
  • In this study, the performance of a thermo siphon type radiator made of copper for LED lighting system was evaluated by using an inverse heat transfer method. Heating experiments and finite element heat transfer analysis were conducted for three different cases. The data obtained from experiments were compared with the analysis results. Based on the data obtained from experiments, the inverse heat transfer method was used in order to evaluate the heat transfer coefficient. First, the heat transfer analysis was conducted for non-vacuum state, without the refrigerant. The evaluated heat transfer coefficient on the radiator surface was 40W/$m^2^{\circ}C$. Second, the heat transfer analysis was conducted for non-vacuum state, with the refrigerant, resulting in the heat transfer coefficient of 95W/$m^2^{\circ}C$. Third, the heat transfer analysis was conducted for vacuum state, with refrigerant. For the third case, the evaluated heat transfer coefficients were 140W/$m^2^{\circ}C$. Third, the heat transfer analysis was conducted for vacuum state, with refrigerant. For the third case, the evaluated heat transfer coefficients were 140W/$m^2^{\circ}C$ for the radiator body, 5W/$m^2^{\circ}C$. Third, the heat transfer analysis was conducted for vacuum state, with refrigerant for the rising position of radiator pipe, 35W/$m^2^{\circ}C$. Third, the heat transfer analysis was conducted for vacuum state, with refrigerant. For the highest position of radiator pipe, and 120W/$m^2^{\circ}C$ for the downturn position of radiator pipe. As a result of inverse heat transfer analysis, it was confirmed that the thermal performance of the current radiator was best in the case of the vacuum state using the refrigerant.

The Effect of the Jacket Style and Color, and Shirt Style on Men's Image Perception (재킷 스타일과 색, 셔츠 스타일이 남성의 이미지 지각에 미치는 영향)

  • Kang, Seung-Hee;Lee, Myoung-Hee
    • Journal of the Korean Society of Costume
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    • v.58 no.1
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    • pp.33-44
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    • 2008
  • The purpose of this study was to investigate the effects of the style and the color of jacket, the style of shirt, and stimulus-manufacturing method on men's image perception. A quasi-experimental method by questionnaire was used, and the experimental design was $2{\times}2{\times}2{\times}2$ (jacket style${\times}$jacket color${\times}$shirt style${\times}$stimulus-manufacturing method) factorial design. Computer simulation picture and photograph were used for stimulus-manufacturing method. Subjects were 377 women in the metropolitan area of Seoul. The data were analyzed by using factor analysis, Cronbach's ${\alpha}$-reliability coefficient, and three-way ANOVA. The men's image derived five dimensions by factor analysis; neatness, ability, activity, individuality, and sociability. Tailored jacket with jean pants was evaluated higher in ability, individuality, and sociality than jumper with jean pants, and jumper was evaluated higher than tailored jacket in activity. The indigo jacket was evaluated lower in individuality in the picture stimuli than in the photograph stimuli. The beige tailored jacket with jean pants was evaluated higher in activity than indigo tailored jacket. However, the indigo jumper was evaluated higher in activity than beige jumper. Dress shirt under the tailored jacket was evaluated higher in ability and individuality than T-shirt under the tailored jacket. T-shirt under the jumper was evaluated higher in activity than dress shirt.

Analysis of Relative Job Performance Efficiency of Nurses in the Neonatal Intensive Care Unit (신생아집중치료실 간호사의 상대적 간호업무효율성 분석)

  • Kim, Hyoyeong;Lee, Hyejung;Min, Ari
    • Korea Journal of Hospital Management
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    • v.24 no.4
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    • pp.57-69
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    • 2019
  • Purpose: This study aimed to analyze the job performance efficiency of nurses in the Neonatal Intensive Care Unit (NICU) by using the Data Envelopment Analysis (DEA). Additionally, the study aimed to provide a detailed method to improve the currently inefficient way in which nurses perform their jobs by differentiating the reference group of more efficient nurses, and to compare the characteristics of the more efficient group of nurses to those of the less efficient group of nurses. Methodology: This study evaluated the relative job performance efficiency of nurses by applying DEA to 43 nurses in the NICU. The input variables for the efficiency analysis were working career (years), time spent in direct nursing care (hours), overtime (hours), and job-related training (hours); the output variables were the job performance scores of professional practice, research, leadership, and education. Data were analyzed using SPSS IBM 23.0 and Open Source DEA (OSDEA). Findings: The relative job performance efficiency of the 43 nurses was 0.933, and 20 nurses were evaluated as more efficient. In addition, the study confirmed the possibility of improving the overall job performance efficiency by improving leadership, while controlling the current input variables. Lastly, the more efficient nurses had significantly higher job performance scores for research (t=2.028, p=0.049), leadership (t=2.036, p=0.048), and education (t=2995, p=0.005) than those who were less efficient. Practical Implications: It is suggested that job performance be evaluated using DEA to improve the overall job performance efficiency of NICU nurses. The analysis results from DEA for nurses becomes evidence in support of establishing individualized goals for each nurse, thus resulting in a foundation for systematic human resource management of nurses, and ultimately contributing to increase in the job performance efficiency of nurses.