• Journal of Korea Society of Digital Industry and Information Management
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• v.20 no.1
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• pp.31-45
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• 2024

The purpose of this study is to explain employment factors in the software field. For it, the Graduates Occupational Mobility Survey by the Korea employment information service is used. This paper proposes employment models in the software field using machine learning. Then, it explains employment factors of the models using explainable artificial intelligence. The models focus on both university graduates and vocational college graduates. Our works explain and interpret both black box model and glass box model. The SHAP and EBM explanation are used to interpret black box model and glass box model, respectively. The results describes that positive employment impact factors are major, vocational education and training, employment preparation setting semester, and intern experience in the employment models. This study provides a job preparation guide to universitiy and vocational college students that want to work in software field.

• Journal of Engineering Education Research
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• v.15 no.3
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• pp.12-21
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• 2012

The purpose of this study is to verify the effects of mastery goal orientation and time management ability on job search self-efficacy in the vocational education of engineering college students. A total of 52 samples were analyzed for this research. The result indicated that mastery goal orientation had positive effects on all sub-variables (job ability self-efficacy, career goal setting self-efficacy) of job search self-efficacy significantly. But time management ability had positive effects on career goal setting self-efficacy. And there are no significant differences in mean comparison of mastery goal orientation, time management ability, and job search self-efficacy according to gender and residence area. In addition, the interview results of engineering college students' perception of career, the understanding of vocational education, and job search self-efficacy were analyzed.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.20 no.2
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• pp.368-377
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• 2019

The purpose of this study is to examine the present operation process and to suggest the points of improvement so that vocational education and training institutions can be activated more effectively. The subjects of this study were 250 college students who completed or attended the vocational education and training course in Seoul and Gyeonggi-do, and collected 230 data, excluding inappropriate responses. Data analysis was performed by using the statistical package program SPSS Statistics (Ver. 24: IBM, USA). In this study, frequency analysis was conducted to examine the characteristics of data, and crossover analysis was conducted mainly to investigate the correlation between categorical data. The results of this study are as follows: First, it provides information about vocational education and training course to all general high school students at the beginning of the first year of high school, and then, from the first semester of the second grade, do. Second, it is to open four major courses in beauty education at the same time. This makes it possible to acquire qualifications according to four beauty courses during the training period at the training institute rather than the private education institute where private education expenses are incurred. By training all major courses in skin, hair, make-up, and nail art, you will be given the opportunity to carefully determine the major course that fits your aptitude. Based on the results of this research, we propose a plan to improve the vocational education system for vocational high school students who are majoring in cosmetology.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.21 no.1
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• pp.121-128
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• 2020

This study examined the effects and continuity of simulation-based KALS education training on the knowledge and self-efficacy of nursing students. The study participants were 41 nursing students in 4th grade in Gyeonggi-do. KALS education was conducted in January 2018. Data collection was conducted one month before and after KALS education and three months later to check the continuity of education. As a result, the knowledge of KALS before education, after education, and three months later were 8.65, 16.34 (p<.001), and 13.36 (p<.001), respectively. The self-efficacy of KALS before education, after education, and three months later were 2.37, 4.07, and 3.40 (p<.001), respectively. Therefore, simulation-based KALS education training is a suitable teaching method for enhancing the knowledge and self-efficacy of nursing students. On the other hand, re-education measures must be performed after three months to maintain the effectiveness of education.

• The Journal of the Korea Contents Association
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• v.16 no.12
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• pp.124-131
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• 2016

This study was conducted to serve as a basis for education by identifying the correlation of college admission type, college-life satisfaction and academic achievement of radiologic science students. Data were collected from 2 universities and 2 colleges located in Gyeonggi Provice, North Chungcheong Province, North Gyeongsang Province. A total of 371 questionnaires were collected, 363 of which were included in this study. The results showed that there were no differences in academic achievement according to the type of college admission. It could be able to interpret that since department of radiologic science is popular, students with high academic records applies the department of radiologic science and there are less deviation of academic records among students. A correlation analysis of academic achievement showed learning attitude is a statistically valid factor. Learning attitudes can be changed by exposure to the environment. This will require a variety of program development for improving learning attitudes. In addition, academic achievement of radiologic science students is associated with license acquisition. It need to be made together research on determinants and development of learning method to improve the learning attitude.

• Journal of Digital Convergence
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• v.10 no.8
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• pp.265-273
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• 2012

This study is to understand how experiences of, knowledge of, and attitude toward the aged affect consciousness of supporting the aged among students of social welfare. 702 students majoring in social welfare at university in the capital and regional area were selected for this study from May to June, 2011. The result revealed that there are factors affecting consciousness of supporting the aged such as their attitude, physical ad physiological knowledge, and volunteer experiences and positive experiences in cohabitation with the aged. On the basis of these results, it is expected that the outcomes of this study will contribute to promote the students' consciousness about supporting the aged.

• Journal of Korea Entertainment Industry Association
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• v.13 no.1
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• pp.111-119
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• 2019

The purpose of study was to evaluate the economic evaluation of Chuncheon curling stadium. In oder to estimate economic evaluation, benefit/cost ratio, net present value and internal rate of return were used. Additionally, in order to investigate the socio-economic spread effect, literature review and input-output analysis were used. The results of study were as follows. First, as a result of analyzing the demand for curling stadiums in Chuncheon, it was believed that the construction of the stadium will attract athletes from the Chuncheon region as well as athletes from Seoul, Incheon, Gyeonggi Province and North Chungcheong Province. Second, economic validity analysis showed that the initial investment did not make sense, but the players' training and competitions and the advantages of the potential experience of curling events for citizens in nearby areas, including Chuncheon, make the construction and operation reasonable. Third, as a result of the review of the social and policy validity of the curling stadium, the project to build a curling stadium in Chuncheon was secured with a policy validity as a public sports facility necessary for both professional and living athletes. Finally, the analysis of socio-economic spread effect of curling stadiums had shown that it would have a positive effect on the level of satisfaction of the general public as well as the discovery of elite athletes.

• Journal of Practical Engineering Education
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• v.14 no.2
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• pp.267-277
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• 2022

Achievement at university is recognized in a comprehensive sense as the level of qualitative change and development that students have embodied as a result of their experience in university education. Therefore, the academic achievement of university students will be given meaning in cooperation with the historical and social demands for diverse human resources such as creativity, leadership, and global ability, but it is practically an indicator of the outcome of university education. Measurement of academic achievement by such credits involves many problems, but in particular, standardization of academic achievement by credits based on evaluation methods, contents, and university rankings is a very difficult problem. In this study, we present a model that uses machine learning techniques to predict whether or not academic achievement is excellent for D-University graduates. The variables used were analyzed using up to 96 personal information and bachelor's information such as graduation year, department number, department name, etc., but when establishing a future education course, only the data after enrollment works effectively. Therefore, the items to be analyzed are limited to the recommended ability to improve the academic achievement of the department/student. In this research, we implemented an academic achievement prediction model through analysis of core abilities that reflect the philosophy, goals, human resources image, and utilized machine learning to affect the impact of the introduction of the prediction model on academic achievement. We plan to apply the results of future research to the establishment of curriculum and student guidance conducted in the department to establish a basis for improving academic achievement.

• Journal of Korean Gerontological Nursing
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• v.21 no.2
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• pp.125-134
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• 2019

Purpose: The purpose of this study was to investigate factors related to use of restraints for older adults with dementia in long-term care settings. Methods: This study analyzed secondary data from the Nationwide Survey on Dementia Care in Korea (NaSDeCK). Demographic characteristics, disease characteristics, and functional characteristics were analyzed. Data were analyzed with χ² test, t-test, ANOVA, and logistic regression analysis. Results: Among participants, 8.2% experienced use of restraints. 'Strap' (78.3%) was the most commonly used restraint and 'Behavioral problem' (51.3%) was a major reason for the restraint. Persons who have low levels of daily activity and cognition deficits, higher levels of dependence, histories of falls within the past 3 months, and living in long-term hospitals have greater probability of restraint experience. Conclusion: Developing interventions for older adults who have a high risk of being restrained is essential to minimize unnecessary restraint use among older adults with dementia in long-term care settings. Further study exploring the interacting roles of organizational and staff factors related to use of physical restraints would provide more comprehensive perspectives in understanding this phenomenon.