• Title/Summary/Keyword: Suitability Model

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A Structural Model on the Mental Health in Children from Dysfunctional Families (결손가정 아동의 정신건강 구조모형)

  • Lee, Hyun Ju;Kim, Hee Kyung
    • The Journal of Korean Society for School & Community Health Education
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    • v.13 no.3
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    • pp.13-31
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    • 2012
  • Purpose: This study was on the structural analysis of the covariant amount in order to evaluate the suitability of the structural models which can explain and predict the mental health of children on the basis of Bronfenbrenner's ecological theory. Methods: A questionnaire was used to survey 269 children from dysfunctional families out of 5th and 6th grade students from 30 elementary schools in one city and 6 counties, which was analyzed by using PASW Statistics 18.0 and LISREL 8.7 programs. Results: The variable which had influence on the self-esteem was the social support. The variable which had influence on the positive reaction under stress was the stress. The variables which had influence on the negative reaction under stress were stress, and self esteem. The variables which had influence on the mental health were the self-esteem and the negative reaction under stress. The main variables to influence the mental health of children from dysfunctional families turned out to be the self-esteem and the negative reaction under stress to the mental health. Conclusion: Evaluating the suitability of the models, I presented the bases on the practical nursing business. They showed the right directions to the mental health care of children from dysfunctional families.

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Color Space Exploration and Fusion for Person Re-identification (동일인 인식을 위한 컬러 공간의 탐색 및 결합)

  • Nam, Young-Ho;Kim, Min-Ki
    • Journal of Korea Multimedia Society
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    • v.19 no.10
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    • pp.1782-1791
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    • 2016
  • Various color spaces such as RGB, HSV, log-chromaticity have been used in the field of person re-identification. However, not enough studies have been done to find suitable color space for the re-identification. This paper reviews color invariance of color spaces by diagonal model and explores the suitability of each color space in the application of person re-identification. It also proposes a method for person re-identification based on a histogram refinement technique and some fusion strategies of color spaces. Two public datasets (ALOI and ImageLab) were used for the suitability test on color space and the ImageLab dataset was used for evaluating the feasibility of the proposed method for person re-identification. Experimental results show that RGB and HSV are more suitable for the re-identification problem than other color spaces such as normalized RGB and log-chromaticity. The cumulative recognition rates up to the third rank under RGB and HSV were 79.3% and 83.6% respectively. Furthermore, the fusion strategy using max score showed performance improvement of 16% or more. These results show that the proposed method is more effective than some other methods that use single color space in person re-identification.

Calibration System Suitability Evaluation and Test Limits Determination Method through Factor Analysis of Uncertainty (불확도 요인 분석을 통한 교정 시스템 적합성 평가 및 시험기준 결정 방안)

  • Kim, Hong-Tark;Kim, Boo-Il
    • The Journal of the Korea institute of electronic communication sciences
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    • v.14 no.6
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    • pp.1139-1144
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    • 2019
  • A calibration system for diagnosing and confirming the performance of precision measuring instruments minimizes the risk of misjudgment of calibration resulted by complying with international standard requirements in order to ensure the reliability of calibration results. This paper uses a proposed calibration system suitability assessment and a guard-band technique through an analysis of uncertainty factors when it is impossible to acquire and operate high-performance equipment at a calibration laboratory, and proposes an optimized test limit output model substituting performance standards. The proposed method provides an optimized test standard to meet the quantitative evaluation criteria of the calibration system and the probability of false acceptance risk required by international standards.

A comparative study of the Oriental Medicine on the cell (세포(細胞)에 대(對)한 한의학적(韓醫學的) 비교연구(比較硏究))

  • Yu, Byeong-Wan;Hwang, Woo-Jun;Lee, Si-Hyeong;Keum, Kyeong-Soo
    • Journal of Korean Medical classics
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    • v.19 no.3
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    • pp.165-183
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    • 2006
  • A study of scientific methods in a study of comparative on the oriental medicine and the western medicine evidence to find on the cause-effect relationship. The rationality in a study of process and the confidence in a study of result were improved by a study of methods on the cause-effect relationship. Also a comparative study on the Jeong(精) of the oriental medicine and the cell of the western medicine, after established a model of the cause-effect relationship secured a suitability of a comparative subject and operationalization of a comparative variable to the rationality in a study of process. The Jeong(精) and the cell are the character of a unit and the character of a matter on the human body. The Jeong(精) and the cell are a point of similarity in the function. The Jeong(精) and the cell are a relation in the mechanism. Our paper reviewed a study of comparative methods on the oriental medicine and the western medicine, and suggest an identic interpretation on the human body.

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Environmental analysis of present and future fuels in 2D simple model marine gas tubines

  • El Gohary, M. Morsy
    • International Journal of Naval Architecture and Ocean Engineering
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    • v.5 no.4
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    • pp.559-568
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    • 2013
  • Increased worldwide concerns about fossil fuel costs and effects on the environment lead many governments and scientific societies to consider the hydrogen as the fuel of the future. Many researches have been made to assess the suitability of using the hydrogen gas as fuel for internal combustion engines and gas turbines; this suitability was assessed from several viewpoints including the combustion characteristics, the fuel production and storage and also the thermodynamic cycle changes with the application of hydrogen instead of ordinary fossil fuels. This paper introduces the basic environmental differences happening when changing the fuel of a marine gas turbine from marine diesel fuel to gaseous hydrogen for the same power output. Environmentally, the hydrogen is the best when the $CO_2$ emissions are considered, zero carbon dioxide emissions can be theoretically attained. But when the $NO_x$ emissions are considered, the hydrogen is not the best based on the unit heat input. The hydrogen produces 270% more $NO_x$ than the diesel case without any control measures. This is primarily due to the increased air flow rate bringing more nitrogen into the combustion chamber and the increased combustion temperature (10% more than the diesel case). Efficient and of course expensive $NO_x$ control measures are a must to control these emissions levels.

The Effects of College Students' Perceived Value of and Satisfaction with Loyalty Programs on Customer Loyalty in Fashion Firms (패션업체 로열티 프로그램에 대한 대학생의 지각된 가치와 만족이 충성도에 미치는 영향)

  • Ju, Seong-Rae;Chung, Myung-Sun
    • The Research Journal of the Costume Culture
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    • v.20 no.3
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    • pp.378-391
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    • 2012
  • Loyalty programs are used by many fashion firms as marketing tools for reducing customer switching and increasing customer loyalty in keen market competition conditions. The purpose of this study is to explore and propose an effective implementation of a loyalty program for a targeted fashion firm's customers by grasping their perceived value of and satisfaction with the loyalty program. Questionnaires were administered to 329 college students in Gwangju. For data analysis, factor analysis, Chronbach's ${\alpha}$, correlation analysis, and a Structural Equation Model using the LISREL 8.30 program were applied. The results were as follows. First, the degree of perceived value of the loyalty program was classified according to cash value, convenience of use, aspirational value, and suitability of use. The aspirational value and cash value significantly affected the students' satisfaction with the loyalty program, but the convenience of use and suitability of use were not significant. Second, higher satisfaction with the loyalty program was related to higher overall customer satisfaction but did not affect customer trust and loyalty. Finally, higher overall satisfaction was related to customer trust but did not affect customer loyalty, and higher trust affected customer loyalty.

Analysis of changes of geomorphic riverbed and habitats suitability on flow rate (유량에 따른 하천지형변화와 서식처 적합도 분석)

  • Mi Kyoung Choi;Tae Un Kang;Chang Lae Jang;Hyun Uk An
    • Proceedings of the Korea Water Resources Association Conference
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    • 2023.05a
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    • pp.488-488
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    • 2023
  • 유량에 따른 수치모형(Nays2D) 하상변동 모의 결과를 토대로 서식처 적합도 분석 모델(PHABSIM: Phsical Habtiat Suitability Model)의 입력자료로 활용하여, 유량에 따른 하상 지형변화와 그에 따른 어류 서식처 적합도 변화를 분석한다. 금강 2km를 대상으로 2차원 모형인Nays2D를 적용하여 부등류 흐름(댐 방류량, 2년 빈도 유량, 100년 빈도 유량 등)에 따른 하상변동모의를 실시하였고, 모의 결과값(단면 표고, 유속, 수위)을 물리적 서식처 평가 모델인 PHABSIM의 입력자료로 활용하였다. 피라미 서식을 위한 적정 유속과 수심의 서식처 적합도 지수를 이용하여 각 유량별 가중가용면적(WUA: Weighted Usable Area)을 산정하여 비교 분석하여, 유량에 따른 단면 구조의 변화가 WUA와 피라미 서식처 적합도에 어떻게 영향을 미치는지 검토한다. 본 연구는 2차원 수치 모의 결과에 따른 단면(혹은 지형) 변화 양상과, 그에 따라 피라미를 비롯한 다른 생물종(어류, 저서성대형무척추동물)의 분포 경향에 연관성이 있는지를 실제 유량 변화와 생물종 조사 결과(물환경정보시스템에서 제공하는 생물종 데이터 활용)와 연계하여 검토 및 검증해보고, PHAMSIM을 이용한 서식처 적합도 분석 시 고려해야할 변수 및 검증 방법 제언에 중점을 둔다.

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Assessing the Carrying Capacity of Wild Boars in the Bukhansan National Park using MaxEnt and HexSim Models

  • Tae Geun Kim
    • Proceedings of the National Institute of Ecology of the Republic of Korea
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    • v.4 no.3
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    • pp.115-126
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    • 2023
  • Understanding the carrying capacity of a habitat is crucial for effectively managing populations of wild boars (Sus scrofa), which are designated as harmful wild animal species in national parks. Carrying capacity refers to the maximum population size supported by a park's environmental conditions. This study aimed to estimate the appropriate wild boar population size by integrating population characteristics and habitat suitability for wild boars in the Bukhansan National Park using the HexSim program. Population characteristics included age, survival, reproduction, and movement. Habitat suitability, which reflects prospecting and resource acquisition, was determined using the Maximum Entropy model. This study found that the optimal population size for wild boar ranged from 217 to 254 individuals. The population size varied depending on the amount of resources available within the home range, indicating fewer individuals in a larger home range. The estimated wild boar population size was 217 individuals for the minimum amount of resources (50% minimum convex polygon [MCP] home range), 225 individuals for the average amount of resources (95% MCP home range), and 254 individuals for the maximum amount of resources (100% MCP home range). The results of one-way analysis of variance revealed a significant difference in wild boar population size based on the amount of resources within the home range. These findings provide a basis for the development and implementation of effective management strategies for wild boar populations.

Analysis of fish habitats suitability by vegetation density and flow changes (식생밀도와 흐름 변화에 따른 어류 서식처 적합도 분석)

  • Choi, Mikyoung;Kang, Tae Un;Jang, Chang-Lae;Kim, Zoo Ho
    • Proceedings of the Korea Water Resources Association Conference
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    • 2022.05a
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    • pp.493-493
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    • 2022
  • 본 연구는 식생밀도와 흐름에 따른 수치모형(Nays2D) 하상변동 모의 결과를 서식처 적합도 분석 모델(PHABSIM:Phsical Habtiat Suitability Model)의 입력자료로 활용하여, 식생밀도에 따른 하상 지형 변화가 어류 서식처 적합도에 미치는 영향을 검토한다. 금강 부용리 인근 2km를 대상으로 2차원 모형인 Nays2D를 적용하여 흐름(댐 방류량, 2년 빈도 유량, 100년 빈도 유량 등)과 식생밀도(식생미반영, 현재 밀도, 밀도 감소, 밀도 증가 등)에 따른 하상변동 모의를 실시하였고, 모의 결과값(단면 표고, 유속, 수위)을 물리적 서식처 평가 모델인 PHABSIM의 입력자료로 활용하였다. 피라미 서식을 위한 적정 유속과 수심의 서식처 적합도 지수를 이용하여 각 시나리오 별가중가용면적(WUA: Weighted Usable Area)을 산정하여 비교 분석하여, 식생밀도에 따른 단면 구조의 변화가 WUA 면적과 피라미 서식처 적합도에 어떻게 영향을 미치는지 검토하였다. 그 결과, 수목 밀도를 미반영한 하상변동 모의 결과를 PHABSIM의 입력 자료로 활용하였을 때 가중가용면적이 가장 높았고, 식생 밀도를 증가시킨 하상변동 모의 결과를 입력 자료로 활용하였을 때 WUA값이 가장 낮게 나타났다. 이는 피라미의 서식처 적합도 측면에서 식생이 적어 특정 유량에 따른 하상변동의 폭이 커지면서 저수로 최저하상과 고수부 하상과의 표고차가 상대적으로 낮은 하상 단면이 피라미의 서식처 측면에서 유리할 가능성이 있음을 시사한다.

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Pragmatic Assessment of Optimizers in Deep Learning

  • Ajeet K. Jain;PVRD Prasad Rao ;K. Venkatesh Sharma
    • International Journal of Computer Science & Network Security
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    • v.23 no.10
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    • pp.115-128
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    • 2023
  • Deep learning has been incorporating various optimization techniques motivated by new pragmatic optimizing algorithm advancements and their usage has a central role in Machine learning. In recent past, new avatars of various optimizers are being put into practice and their suitability and applicability has been reported on various domains. The resurgence of novelty starts from Stochastic Gradient Descent to convex and non-convex and derivative-free approaches. In the contemporary of these horizons of optimizers, choosing a best-fit or appropriate optimizer is an important consideration in deep learning theme as these working-horse engines determines the final performance predicted by the model. Moreover with increasing number of deep layers tantamount higher complexity with hyper-parameter tuning and consequently need to delve for a befitting optimizer. We empirically examine most popular and widely used optimizers on various data sets and networks-like MNIST and GAN plus others. The pragmatic comparison focuses on their similarities, differences and possibilities of their suitability for a given application. Additionally, the recent optimizer variants are highlighted with their subtlety. The article emphasizes on their critical role and pinpoints buttress options while choosing among them.