• Title/Summary/Keyword: self design

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A Longitudinal Study of Causal Relationships between Delinquency and Self-Esteem among Adolescents (청소년의 비행과 자아존중감간의 인과적 관계에 대한 종단 연구)

  • 김희화;김경연
    • Journal of the Korean Home Economics Association
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    • v.38 no.5
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    • pp.15-24
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    • 2000
  • The purpose of the study was to explore the causal relationships between delinquency and self-esteem among adolescents. The subjects of this study were 497 adolescents attending middle schools in Pusan. The data was collected by longitudinal research design of 9 month interval In first, second wave, the participants completed the delinquency scale and the multidimensional self-esteem inventory that includes home self, peer-related self, teacher-related self, academic-general serif, physical appearance self, physical competence self, and personality self, respectively The major findings of this study were as follows: these causal relationships differed among subdimensions of self-esteem, 1)the causal relationship between delinquency and home self was bidirectional, 2)the causal relationship between delinquency and peer-related self, teacher-related self, academic-general self, and personality self was unidirectional, 3)the causal relationship between delinquency and physical appearance self, physical competence self was not statistically significant.

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De Novo Drug Design Using Self-Attention Based Variational Autoencoder (Self-Attention 기반의 변분 오토인코더를 활용한 신약 디자인)

  • Piao, Shengmin;Choi, Jonghwan;Seo, Sangmin;Kim, Kyeonghun;Park, Sanghyun
    • KIPS Transactions on Software and Data Engineering
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    • v.11 no.1
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    • pp.11-18
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    • 2022
  • De novo drug design is the process of developing new drugs that can interact with biological targets such as protein receptors. Traditional process of de novo drug design consists of drug candidate discovery and drug development, but it requires a long time of more than 10 years to develop a new drug. Deep learning-based methods are being studied to shorten this period and efficiently find chemical compounds for new drug candidates. Many existing deep learning-based drug design models utilize recurrent neural networks to generate a chemical entity represented by SMILES strings, but due to the disadvantages of the recurrent networks, such as slow training speed and poor understanding of complex molecular formula rules, there is room for improvement. To overcome these shortcomings, we propose a deep learning model for SMILES string generation using variational autoencoders with self-attention mechanism. Our proposed model decreased the training time by 1/26 compared to the latest drug design model, as well as generated valid SMILES more effectively.

Optimized design of dual steel moment resisting system equipped with cross-anchored self-centering buckling restrained chevron brace

  • Khaneghah, Mohammadreza Ahadpour;Dehcheshmaeh, Esmaeil Mohammadi;Broujerdian, Vahid;Amiri, Gholamreza Ghodrati
    • Earthquakes and Structures
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    • v.23 no.2
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    • pp.139-150
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    • 2022
  • In most self-center braces, decreasing residual deformation is possible only by increasing pretension force, which results in lower energy dissipation capacity. On the other hand, increasing energy dissipation capacity means higher values of residual deformation. The goal of this research was to find the best design for a self-centering buckling restrained brace (SC-BRB) system by balancing self-centering capability and energy dissipation. Three, six, and nine-story structures were investigated using OpenSees software and the TCL programming language to achieve this goal. For each height, 62 different SC-BRBs were considered using different values for the pretension force of cables, the area of the buckling restrained brace (BRB) core plate, and the yield stress of the core plate. The residual deformation and dissipated energy of all the models were calculated using nonlinear analyses after cyclic loading was applied. The optimum design for each height was determined among all the models and was compared to the structure equipped with the usual BRB. The residual deformation of the framed buildings was significantly reduced, according to the findings. Also the reduction of the energy dissipation was acceptable. The optimum design of SC-BRB in 6-story building has the most reduction percent in residual deformation, it can reduce residual deformation of building 83% while causing only a 57% of reduction in dissipated energy. The greatest reduction in residual deformation versus dissipated energy reduction was for the optimum SC-BRB design of 9-story building, results indicated that it can reduce residual deformation of building 69% while causing only a 42% of reduction in dissipated energy.

A Study on Design Guidelines of Learning Analytics to Facilitate Self-Regulated Learning in MOOCs

  • PARK, Taejung;CHA, Hyunjin;LEE, Gayoung
    • Educational Technology International
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    • v.17 no.1
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    • pp.117-150
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    • 2016
  • The purpose of this study was to develop design guidelines on the learning analytics which can help to promote students' self-regulated learning (SRL) strategies in MOOCs learning environments. First of all, to develop the first draft of design guidelines, relevant literature review and case analysis on current MOOCs platforms such as edX, K-MOOC, Coursera, Khan Academy and FutureLearn were conducted. Then, to validate the design guidelines, expert reviews (validation questionnaires and in-depth interviews) and learner evaluation (in-depth interviews) were conducted. Through the recursive validation, the design guidelines were finalized. Overall, the final version of design guidelines on learning analytics to facilitate SRL strategies was suggested. The final design guidelines consist of 15 items in 10 categories related to the information analyzed based on individual student's learning behaviors and activities on MOOCs environments. Moreover, the results of interview also revealed that the social comparisons, learning progress reports, and personalization might contribute to the improvements of their SRL competences. This study has an implication that MOOCs could offer a higher success or completion rate to students with low SRL skills by taking advantage of the information on learning analytics

A Comparative Study on Characteristics between Participants and Non-participants in Senior Model Program: a Focus on Lifestyles, Body Satisfaction, Self-esteem, Physical Self Efficacy, and Self-confidence in Fashion Coordination (시니어 모델 교육 프로그램 경험자와 비경험자의 참여에 따른 라이프스타일, 신체만족도, 신체 자기효능감, 자아존중감, 패션연출 자신감의 특성비교)

  • An, Misun;Chung, Sungjee;Kim, Donggeon
    • Journal of Fashion Business
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    • v.18 no.1
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    • pp.66-79
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    • 2014
  • The study analyzed differences in lifestyle, self-esteem, body satisfaction, physical self efficacy, self-confidence in fashion coordination between participants and non-participants of a senior model education program. Another purpose of the study was to examine differences between the participants with less and longer than 6 months of the education. The questionnaire developed by the researchers was collected from 200 participants aged between 50s and 70s. Two hundred questionnaires were used in the final analysis. The data were analyzed by common factor analysis, and independent sample t-test using SPSS 180.0/Windows. The results demonstrated significant differences in lifestyle, self-esteem, body satisfaction, physical self efficacy, self-confidence in fashion coordination between the participants and non-participants. The participants showed significant higher scores in lifestyle, self esteem, body satisfaction, physical self efficacy, self-confidence in fashion coordination. Also, there were significant differences in personal satisfaction in lifestyle, body satisfaction, and learning efficacy between the participants depending on the period of the education; the participants with longer than 6 months of education showed significantly higher scores in the factors than the participants who took less than 6 months of education.

The long-term Effects after Self-help Program for Fibromyalgia (섬유조직염환자를 위한 자조관리과정 지속효과에 관한 연구)

  • Han, Sang-Sook
    • Journal of muscle and joint health
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    • v.9 no.2
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    • pp.154-165
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    • 2002
  • Purpose: The purpose of this study was to find out long-term effects of the self-help program including the stretching exercise of patient with fibromyalgia, Our findings will have the way for the nursing intervention for reduction of fibromyalgia symptoms and physical disability. Method: The research design was pre-post test design of an experimental group. 41 subjects with fibromyalgia were subjected to our study. Participants of this program were participated with a group of 8 to 12 members with duration of two and half hours for two years(March. 1998 to January. 2000). The Self-efficacy was measured by the Self-efficacy scale. Symptom was converted to scores based on visual analog scale. Physical disability was measured with questionnaires prepared by researchers of this study. Data were collected by the structured interview using questionnaires after self-help program and after 8 months. Data were analyzed by frequency, $x^2$-test and repeated t-test using SPSS 11.0 for windows. Result: Daily activities were not changed but self-described symptom was changed after 8 months. After 8 months, exercise performance along with taking drugs showed significantly lowering trend with respect to self-help program. Relieved symptom of patient with fibromyalgia has continued until 8months after 6weeks program of self-help. Also Promoted self-efficacy of patient with fibromyalgia continued after 8months. After 8 months, in self-described physical disability has showed significantly worse off than after self-help program. Conclusion: In this study, the long-term effects after self-help program for fibromyalgia have showed all symptoms and self-efficacy except exercise performance and physical disability. Therefore, it will be desirable that application of the follow up program with peer group meeting.

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The Effects of a Self-Awareness Program Using Action Methods for Nursing Students (간호학생에게 적용한 행위기법 중심의 자기이해 프로그램의 효과)

  • Kim, Sung-Jae
    • The Journal of Korean Academic Society of Nursing Education
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    • v.12 no.2
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    • pp.187-195
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    • 2006
  • Purpose: The purpose of this study is a) to develop a self-awareness program using various action methods and b) to experiment the effects of that on self-concept, the self-perception and the self-esteem in nursing students. Method: The subjects of this study were 37 nursing students. Using one-group pretest-posttest quasi-experimental research design, we conducted the experiments of a self-awareness program during the period of six weeks from March through May of 2004. Results: The scores of the posttest on self-concept, self-perception and self-esteem in nursing students were significantly higher than those scores of the pro-test. Conclusion: The results of our experimentation showed that a self-awareness program using various action methods was very effective to enhance self-concept, self-perception and self-esteem in nursing students. In particular, different action methods of psychodrama were shown to be a useful tool in exploring the areas of blind self and unknown self.

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Self-consciousness, and Make-up Behavior according to Attitude toward Fast Fashion Typology of High School Girls (여고생의 패스트패션 태도 유형에 따른 자의식과 화장행동)

  • Park, Eunhee
    • Journal of Fashion Business
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    • v.19 no.1
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    • pp.106-121
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    • 2015
  • The purpose of this study is to classify the attitudes toward fast fashion into groups and analyze the differences of the self-consciousness, and make-up behavior by groups. Questionnaires are being administered from 179 high school girls living in Deagu metropolitan City. Frequency, factor analysis, reliability analysis, cluster analysis, ANOVA, Duncant-test, and ${\chi}^2$-test are all used for data analysis. Our findings are as follows. The attitude toward fast fashion shows a significant correlation with the sub-variable self-consciousness and make-up behavior. Attitude toward fast fashion is being categorized into convenience focus, fashion focus, design focus, and season focus. Self-consciousness is social self-consciousness, social anxiety, private self-consciousness, and private anxiety. Make-up behavior is positive effect, fashion leader, and conformity. Attitude toward fast fashion is classified into three groups: disposability, fashionability, and low interest of fashion. The groups show a significant difference in the self-consciousness, and make-up behavior. Groups display no distinctions between the sub-variables in the actual conditions of cosmetics such as a first time for make-up and frequence of visit.

The Effect of a Diabetic Education Program on Self-care Behavior and Glucose Metabolism in Type 2 Diabetic Patients (당뇨교육프로그램이 인슐린 비의존성 당뇨병 환자의 자가간호행위와 당 대사에 미치는 영향)

  • Paek, Kyung-Shin
    • Research in Community and Public Health Nursing
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    • v.12 no.2
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    • pp.390-396
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    • 2001
  • The purpose of this study was to test the effect of a diabetic education program using the self-efficacy theory on the self-care behavior and glucose metabolism. The subjects of the study consisted of 25 NIDDM patients who had participated with a diabetic education program from June 23 to July 14. 1999. The research design was one-group pretest-posttest design. The pretest included measuring. self-care behavior and 2PPBS. the diabetic education program was conducted to the group for 4weeks. After the diabetic education program. the posttest included remeasuring of self-care behavior and 2PPBS. Wilcoxon signed rank test was used for the significence of the differences between values before and after the diabetic education program. The results are as follows. The diabetic education program was effective in increasing the score of the self-care behavior in exercise but was not effective in increasing the score of the self-care behavior in diet, test and medication. The diabetic education program was not effective in decreasing the levels of glucose metabolism.

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The Effects of Self-leadership Reinforcement Program for Hospital Nurses (병원간호사의 셀프리더십 강화 프로그램의 효과)

  • Park, Eun Ha;Chae, Young Ran
    • Journal of Korean Biological Nursing Science
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    • v.20 no.2
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    • pp.132-140
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    • 2018
  • Purpose: This study has been carried out in order to develop and verify the effects of self-leadership reinforcement program for hospital nurses. Methods: The research design was a non-equivalent control group pre-posttest design. Participants were 64 individuals (32 in each group), all of whom were nurses working at a university hospital, with less than five years of job experience. Experimental group was provided with two hours of self-leadership reinforcement program, once per week, for four weeks. The questionnaire for pre and post test included general characteristics, transfer motivation for learning, self-leadership, communication ability, clinical nursing competency, organizational commitment, and turnover intentions. Results: There was a significant difference in self-leadership scores between experimental group and control group (F= 15.10, p<.001). There was also a significant difference between the experimental group and the control group in terms of transfer motivation for learning (t = -5.44 p<.001), communication ability (F = 15.29, p<.001), clinical nursing competency (F = 15.23, p<.001), and organizational commitment scores (F = 7.21, p=.009). Conclusion: The self-leadership reinforcement program developed in this study was effective in improving self-leadership, communication ability, clinical nursing competency, and organizational commitment. Thus, by implementing the program at clinical levels, it will be a basis for nursing personnel resource administration.