• Title/Summary/Keyword: self-adaptation

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Self-Adaptive Learning Algorithm for Training Multi-Layered Neural Networks and Its Applications (다층 신경회로망의 자기 적응 학습과 그 응용)

  • Cheung, Wan-Sup;Jho, Moon-Jae;Hammond, Joseph K.
    • The Journal of the Acoustical Society of Korea
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    • v.13 no.1E
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    • pp.25-36
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    • 1994
  • A problem of making a neural network learning self-adaptive to the training set supplied is addressed in this paper. This arises from the aspect in choice of an adequate stepsize for the update of the current weigh vectors according to the training pairs. Related issues in this attempt are raised and fundamentals in neural network learning are introduced. In comparison to the most popular back-propagation scheme, the usefulness and superiority of the proposed weight update algorithm are illustrated by examing the identification of unknown nonlinear systems only from measurements.

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The Development and Validation of the Parenting Style Inventory(PSI) (부모역할행동검사의 개발 및 타당화 연구)

  • Kim, Eun-Jeong;Kim, Young-Ah;Kim, Yu-Jin;Moon, Soo-Jong
    • Korean Journal of Child Studies
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    • v.27 no.4
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    • pp.219-232
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    • 2006
  • The purpose of this research is to develop and validate an instrument that can be used to measure critical aspects of a parent's attitude and behavior that influence child development and adaptation. This instrument is named Parenting Style Inventory and self-reporting assessment of parent for preschoolers. We reported findings from 578 preschooler's care-givers. Five factors were extracted from 55 items developed for preschooler version and finally 29 items were selected. Subscales were empathy, respect, parental authority, coerciveness, perfectionism. Internal consistency of these subscales were .77, .86, .70, .74, .68 relatively. Empathy, respect and authoritative scales were regarded as the basic dimensions of parent's behavior. For clinical validation, we divided the preschooler care-giver sample into 8 groups according to scores of the basic dimensions and compared the 8 groups with parenting stress and parenting self-efficacy scores. The results indicated that three basic factors would have different effects on parental experiences and satisfaction. We suggested the clinical implication and limitation of this instrument.

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Problem-Solving Ability, Self-Directed Learning Ability and Confidence of Core Fundamental Nursing Skill Performance of Nursing Students (간호대학생의 문제해결능력, 자기주도학습능력 및 핵심기본간호술 수행자신감)

  • Kim, Seon Ok;Shim, Moon Sook
    • Journal of Korean Public Health Nursing
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    • v.32 no.3
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    • pp.424-437
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    • 2018
  • Purpose: This study was to conducted to search for factors influencing the confidence of core fundamental nursing skill performance (CC) based on comparative analysis, of the relationship between problem solving ability (PS), self-directed learning ability (SL) and CC of nursing students. Methods: This study was conducted based on questionnaires (208) given to senior nursing students. Data were analyzed by the t-test, ANNOVA and Scheffe's test. Moreover, Pearson's correlation coefficient and hierarchical regression were conducted to determine the relationship between items. Results: Proving Solving ability differed significantly in SC. In addition, satisfaction with core fundamental nursing skills (SL) differed significantly by gender, academic performance of last semester, support for nursing, and SC. Moreover, PS was found to have a normal relationship with SL and CC, and SL was found to have a normal relationship with CC. Conclusion: Education strategy should include methods of increasing the PS of student to improve CC in nursing education. Moreover, SL education should be used to increase nursing tasks and effective adaptation to their circumstances as a clinical nurse after graduation.

A Study on Improvement of Level of Highway Maintenance Service Using Self-Organizing Map Neural Network (자기조직화 신경망을 이용한 고속도로 유지관리 서비스 등급 개선에 대한 연구)

  • Shin, Duksoon;Park, Sungbum
    • Journal of Information Technology Services
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    • v.20 no.1
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    • pp.81-92
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    • 2021
  • As the degree of economic development of society increases, the maintenance issues on the existing social overhead capital becomes essential. Accordingly, the adaptation of the concept of Level of service in highway maintenance is indispensable. It is also crucial to manage and perform the service level such as road assets to provide universal services to users. In this regards, the purpose of this study is to improve the maintenance service rating model and to focus on the assessment items and weights among the improvements. Particularly, in determining weights, an Analytic Hierarchy Process (AHP) is performed based on the survey response results. After then, this study conducts unsupervised neural network models such as Self-Organizing Map (SOM) and Davies-Bouldin (DB) Index to divide proper sub-groups and determine priorities. This paper identifies similar cases by grouping the results of the responses based on the similarity of the survey responses. This can effectively support decision making in general situations where many evaluation factors need to be considered at once, resulting in reasonable policy decisions. It is the process of using advanced technology to find optimized management methods for maintenance.

A Study on Analyzing Actual Condition for Developing A Married Immigrant Families Support Program from the Consumer' Viewpoint: Focused on Seoul Residing Married Immigrant Women (수요자 관점의 결혼이민자가족지원 프로그램 개발을 위한 기초 실태 분석: 서울시 거주 결혼이민여성을 중심으로)

  • Kim, Yang-Hee;Anh, Jin-Kyung
    • Journal of Families and Better Life
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    • v.28 no.4
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    • pp.1-13
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    • 2010
  • The purpose of this study is to conduct base line research, which is based on requestion of international married immigrant women, for developing social adaptation and family enrichment program for those population who reside in Korea. The survey questionnaire was distributed to 142 international married immigrant women who reside in Seoul to research program participate satisfaction and requestion. Analyze the study results, frequency, percentage, t-test, ANOVA and Duncan-post test were utilized. As a result, overall satisfaction toward program that offered by organization was highly ranked. Visiting service showed high score of satisfaction but mentor service that strongly possess sacrifice showed lower score of satisfaction. Vocational and job-related skill improvement education presented less satisfied degree of satisfaction but cooking class, computer class, training education for native-speaking instructor present high level of satisfaction. Second, the requisition of target population, who did not participate program, presented lower than the satisfaction, still present high demand of variety area of program. Among them, assist child nurturing and vocational and job- related skill improvement education showed high demand. It enable to predict that they are eager to get support toward parent role and self-realization. Third, when the difference were analyzed to compare the subjective judgement toward life adaptation in Korea and the satisfaction for program user and the requisition of non-user, the meaningful differences were founded; especially, individuals who possess confident degree of computer skills and Korean(reading, speaking, and listening) showed higher degree of satisfaction to vocation and job-skill related improvement education. This study has a practical implication, which is based on the study results, on developing a program to support international married immigrant women and multicultural families to satisfactory settlement in Korea life and to maintain healthy families.

Development and Evaluation of Multilingual Education Materials to Promote Immigrant Women's Adaptation to Pregnancy (이주여성의 임신적응증진을 위한 다국어 교육자료 개발과 평가)

  • Kim, Kyung Won;Baik, Sung Hee;Jeong, Geum Hee
    • Women's Health Nursing
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    • v.20 no.4
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    • pp.235-245
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    • 2014
  • Purpose: This study was done to develop and evaluate multilingual education materials to promote health and adaptation to pregnancy for immigrant women in Korea. Methods: This study had three procedures: First, contents of the education materials were developed according to pregnant women's needs, literature reviews, and group discussion. Details in contents were constructed based on Roy's adaptation model; Second, validity verification and translation of education materials were accomplished; Third, evaluation of the education materials was done through a survey of immigrant women. Results: The education materials were developed in six languages (Korean, English, Chinese, Vietnamese, Filipino, and Cambodian). The title is "Healthy mother, happy family: eight-step guide to a healthy pregnancy". It was composed of an eight-step guide to healthy pregnancy, self-examination check list, websites for childbirth education and information, and guidelines on education materials in a brochure. In the evaluation, the average response score for the questionnaire items was high (3.23 on a four-point Likert scale). The average score for Cambodian immigrants was the highest of all immigrant women. Conclusion: Multilingual education materials developed in this research will help community health nurses to manage pregnancies for immigrant women and will be useful for health education for these women.

The Current State of College Taekwondo Athletes' Sport Injury and the Measures to Improve Their Coping Ability (대학 태권도 선수의 스포츠상해 실태와 대처능력 방안)

  • Min, Kyeong-Hoon;Lee, Jong-Min;Jung, Han-Kee
    • Journal of radiological science and technology
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    • v.40 no.1
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    • pp.143-153
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    • 2017
  • As for the current state of college taekwondo athletes' sport injury, times of occurrence and major causes showed differences in weight class and career, while situations of occurrence had differences in grade, weight class, and career. As for the measures to improve their coping ability, first aid showed differences in grade, while prevention of injury had differences in grade and career. Treatment methods turned out to have no differences. For college taekwondo athletes, sport injury occurred during exercise, mostly when they fell. In addition, lack of skill was the greatest major cause of sport injury. As for the sport injury coping ability, ice massage was used as first aid and self-massage was performed. For prevention of injury, sufficient fatigue recovery was considered to be the priority of prevention of injury.

The Effects of Camp-type Group Counseling Program on the Control of Smartphone Use in University Students (캠프형 집단상담 프로그램이 대학생의 스마트폰 사용조절에 미치는 효과)

  • Kwon, Myung Soon;Kim, Mi Hun;Yu, Jeong Soon
    • Journal of Korean Public Health Nursing
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    • v.34 no.3
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    • pp.325-340
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    • 2020
  • Purpose: This study was undertaken to identify the effects of a camp-type group counseling program based on the self-determination theory, for controlling smartphone usage amongst university students. The program consisted of smartphone overdependence, basic psychological needs, and adaptation to college life. Method: This was a quasi-experimental research with a non-equivalent control group design (pre-test and post-test design). A total of 38 freshmen (17 experimental and 21 control) participated in the study. Experimental subjects attended a two nights and three days camp, where the group counseling program included meetings for basic psychological needs (eg., autonomy, competence, and relatedness). Results: This study showed significant differences in basic psychological needs (Z=-2.91, p=.003) and adaptation to college life (Z=-3.47, p<.001). Although no significant difference was obtained in the degree of smartphone overdependence (p=.194), mean score of the experimental group pre-test and post-test changed from the level of potential risk users to general users. Conclusion: The current findings indicate that by considering the basic psychological needs and adaptation to college life, our program could be an effective intervention for controlling smartphone usage amongst college students. Therefore, we propose that a camp-type counseling program could be considered for application as group therapy for programs associated with preventing smartphone overdependence.

Influencing Factors of Nursing Students' Career identity in COVID-19 (COVID-19 상황에서 간호대학생의 진로정체감 영향요인)

  • Hong, Eun-Jeong;Lee, Ji-A
    • The Journal of the Convergence on Culture Technology
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    • v.8 no.5
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    • pp.93-102
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    • 2022
  • The purpose of this study is a descriptive research study conducted to investigate college life adaptation, self-directed learning, and career identity in the COVID-19 crisis situation, and to identify factors affecting career identity. The subjects of this study and data collection were from September 1 to October 31, 2021, with 197 nursing students enrolled in two universities in D and C cities. As a result of the study, the factors affecting career identity were adaptation to college life and the number of meetings with academic advisors, and It's explanatory power was 37%. Therefore, in order to improve the career identity of nursing students in the COVID-19 crisis, it is necessary to develop and apply a program to promote college life adaptation, and it is necessary for professors to build a support system through continuous encounters with students.

Adolescent's Self-Esteem, Environmental Characteristics and Life Satisfaction: Interaction of Positive Self-Evaluation and Negative Self-Evaluation (청소년 자아존중감과 환경특성이 삶의 만족도에 미치는 영향: 긍정적 자아평가와 부정적 자아평가의 상호작용)

  • Jung, Deuk;Lee, Jongseok
    • The Journal of the Korea Contents Association
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    • v.15 no.9
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    • pp.273-284
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    • 2015
  • This study analyzes the effects of the self-esteem on the life satisfaction of 2,040 middle school senior students using the Korean Children and Youth Panel Survey 2012 Data (KCYPS 2012) provided by the National Youth Policy Institute. In the ecological perspectives, this study considers two factors which influence the life satisfaction of the students; one factor is the environmental characteristics like parent intimacy, friend intimacy, teacher intimacy and study adaptation, and the other factor is the individual characteristics. In particular, self-esteem as one of the individual characteristics is divided into two separate categories, positive self and negative self. The two categories are found to have some interaction effects on the life satisfaction at the evaluation level. The effects of the negative self-evaluation on the life satisfaction appear to be different depending on the level of the positive self-evaluation. As the level of the positive self-evaluation becomes higher, the effects of the negative self-evaluation on the life satisfaction decreases. The life satisfaction becomes higher as the level of the negative self-evaluation is lower, and the life satisfaction is not high relatively at the low level of the positive self-evaluation. These results suggest that solving the adolescent's negative self-formation problem can not bring out the positive self-formation and there should be some plans for the positive self-formation more than simply solving the negative self- formation problem in order to improve the life satisfaction.