• Journal of the Korea Society of Computer and Information
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• v.20 no.1
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• pp.175-183
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• 2015

In this paper, we propose a analyses the big data of students who are willing to find employment and thus presents strategy for their higher success rate of employment. The experiment covered in this paper is based on female two-year community college students who are yet unsure about their future employment. The primary flaw of pervious employment strategy was job opportunity was only based on simple factors such as student's grade, appearance, and personality due to employers and firms's demand. Therefore, students were less satisfied and often resign. In order to prevent these failures, this paper plans a strategy by analyzing the big data. Furthermore, this is proven by the comparison between 2014 employment statistics and those of previous years, and employment request has been 21.3 percent increased along with 81.4 percent increase in match rate between firms and graduating students. Most importantly, the final success rate of employment presented 63.1 percent increase compared to the previous year.

• Journal of Digital Convergence
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• v.11 no.2
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• pp.355-363
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• 2013

The study conducted an employment capability reinforcement program targeting health-related college students, and then carried out positive analysis to find out how satisfaction affects adjustment to college life and academic achievement. An employment capability reinforcement program was conducted which targeted health related majors at a university located in Cheongbuk, and information on satisfaction, adjustment to college life, and academic achievement was collected through a self-administered questionnaire. The analysis results revealed that the higher the satisfaction for the employment capability reinforcement program, the better the adjustment to college life, while increased adjustment to college life affected academic achievement. Although the employment capability reinforcement program had no direct relationship of influence to academic achievement, the study shows that it does lead to increased academic achievement by way of adjustment to college life, which ends up as a positive affect for future employment. Therefore, active efforts are necessary to revitalize employment related programs that suit the characteristics of each department in order to establish an environment for revitalizing employment and increasing adjustment to college life.

• Journal of Korean Society of Occupational and Environmental Hygiene
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• v.24 no.4
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• pp.536-546
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• 2014

Objectives: The major objective of this paper is compare the exposure work hours and experieence of ill health symptoms among under and over employment and matched group. Workers with over employment have more exposed to hazards than that with under employment because that workers with over employment work more than those with ender employment. Methods: This study as heuristics one used the third Korean Working Conditions Survey done by Occupational Safety and Health Research Institute in 2011. The sample size is 50,023 economic active persons. Over and under employment were measured by matching method of preferred and actual work hours. The exposed work hours to hazards were measured according to 13 hazardous factors and the experience of ill health symptoms were scaled by the number of experienced 14 ill health symptoms. To compare the exposure and the symptoms experience were compared by mean difference test with F test. Results: The proportion of over employment in male employees is 32.1% and that in female employees is 29.3% and under employment rate is 11.2% in mae and 13.9% in female employees. There is significant difference of the rate of over and under emplyment among age groups, industrial sectors, occupational groups and the state of employment. The difference of the exposed work hours to hazards among under, over and matched group were statistically significant in all hazards by gender. The exposed work hours to hazards in over employment were more than those in under employment. The number of experienced symptoms in over employment is statistically significantly more than that in under employment. Conclusions: Workers with over employment may be vulnerable group in the criteria of hazard exposure and health status. The results have some implications and limitations because that this study is heuristic one. The mismatch of preferred and actual working hours may be unfavorable work condition that has impact on safety and health of workers. The impact mechanism may be investigated as future study, Because that this study used cross sectional survey data, some causal relationships cannot be evaluated.

• International conference on construction engineering and project management
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• 2011.02a
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• pp.364-367
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• 2011

The levels of unemployment and poverty are extremely high and two of South Africa's most pressing problems. There is also a widely acknowledged need for housing and municipal infrastructure (water supply, sewerage, streets, storm water drainage, and electricity, refuse collection). From a theoretical perspective supported by experience elsewhere in Africa, there are reasons for considering that properly formulated employment creation programmes based on the use of labour-intensive methods could be established to construct and maintain the required physical infrastructure, thus creating employment, skills and institutional capacities. Over the past 30 years several projects have been initiated in South Africa to counter unemployment and poverty. Given the socio-economic conditions and political objectives (regarding development, employment creation and alleviation of poverty), it is anticipated that future large-scale construction projects will be proposed by the public sector (National, Provincial and Local Government). The paper will first examine the main tenets of the implementation of development projects through the use of labour-intensive construction and a description of progress elsewhere in Africa and their potential contribution which public works programmes could make to alleviate the poverty and unemployment problems. The research will then analyse the successes and challenges that have been experienced in South Africa in relation to the implementation of development projects over the past 30 years. The paper closes with recommendations and lessons for the future.

• International Commerce and Information Review
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• v.8 no.3
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• pp.385-396
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• 2006

The successful knowledge and information based companies facilitate to restructure the industry and strengthen the national competitiveness in the future. The advent of information age provides us new challenge because the information breakthrough can play a pivotal role in terms of knowledge transfer in the human resource management. Executive officer must present long term vision in order to expand enterprise continuously and establish long term management goal and strategy which are appropriate for key organizational skills of future management environment (Pfeffer, 1998). Also, long term talent management based on vision, goal and strategy and talent development strategy and employment management must be established (小池, 1994)). American HRM system's reformation cannot be defined without scientific management policy. However, currently widely discussed Japanese HRM system's reformation cannot be defined without organizational commitment focused Japanese employment system. (津田, 1992 ; 太田, 1994). Japan's development of the following policies are behind comparing to Europe : (1)Skill based talent management regardless of age, sex, nationality, race and academic background (2)Consideration of retirement age of 64 (3)Creativity and freedom promoting talent management policy. Also, there are problems to be solved. Solutions will be searched for by establishing new wage policy based on tasks and individuals in the basis of lifetime employment system.

• Journal of the Korean Magnetics Society
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• v.27 no.4
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• pp.153-162
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• 2017

Many people have wondered that a job could be reduced greatly due to the automation by artificial intelligence and labor replacement by robot, drone, and autonomous car in the era of the $4^{th}$ industrial revolution. In this article, many foreign and domestic reports on the change of future employment were collected and discussed. And the optimistic and pessimistic prospects on employment in worldwide and domestic levels were listed and analysed.

• The Journal of the Korea Contents Association
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• v.19 no.5
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• pp.342-349
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• 2019

This study was purposed to study on employment preference and employment perception and job value of dental hygiene department graduating students. The subjects of the study were 111 graduating students on 4-year-course K-University, dental hygiene department at W-city in Gangwon-do. The questionnaire consisted of 30 questions about general characteristics, employment characteristics and job value. The data were analyzed using the frequency analysis, Mann-Whitney U-test or Kruskal-Wallis test, and the Pearson's correlation between the level of job recognition with IBM SPSS Statistics ver. 20.0. The significance level was 0.05. There were significant difference between major satisfaction, grade, number of certificate and job value(p<0.05). Each questions of job value showed a significant correlation(p<0.01). Although there are limited sample qroups, this study identified employment characteristics and job value of dental hygiene department graduating students on 4-year-course and could be used for future career and job guidance.

• Korean Journal of Occupational Health Nursing
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• v.10 no.2
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• pp.131-141
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• 2001

Purpose: This study were carried out to investigate the difference employment characteristics and job satisfactions by gender and to explore the influences of demographic status and employment characteristics on job satisfaction. Method: Social statistics survey data collected by Ministry of Statistics in 1998 were used for the secondary analysis in the study. Job satisfaction was measured by questionnaire which were consisted in 12 items such as task, promotion, placement, wage, benefits, future in the work, working environment, human relationship, working hours. Result: The results show that more than 50% of women were working as a part-time employees. Their education level were lower than men. Women workers were unmarried at higher percents than men. Men were showed more satisfaction significantly in their job than women. Men also had higher job satisfaction with work task, promotion, placement, and human relation. Women had shown higher job satisfaction with wage, working environment, and employer-employee relationship. Employment status had the most important factor on the job satisfaction. And, living status satisfaction, education, age, occupation, marital status, employment status and sex were significant for the job satisfaction. 33.34% of the variance in the job satisfaction were accounted for by these variables. Conclusion: The results of this study showed that there were difference of job satisfaction between gender and employment status was the most predictive factors on the job satisfaction. Women had more unstable employment status such as part-time, employment on probation, or family employer without wage than men. Stability of employment could be considered as a strategy for enhancing job satisfaction for women.

• Journal of Family Resource Management and Policy Review
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• v.9 no.1
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• pp.41-58
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• 2005

The purpose of this study was to analyze the effect of the influencing factors on the continuity and the willingness of continuing self-employment. The sample of 321 was selected from self-employed workers living in Daegu. For data analysis, t-test, multiple regression, and logistic analysis were used. The major findings were as follows : 1. The sustaining period of self-employment were affected by gender, age, and educational attainment of self-employed workers, as well as the amount of starting capital, couple's partnership in business or not, and the type of industry in business. 2. Willingness to continue self-employment is more likely for those who without other income source, have positive vision with future economic prospects, have more satisfied with their self-employed work.

• Journal of Practical Engineering Education
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• v.14 no.1
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• pp.61-74
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• 2022

Recently, youth unemployment, especially the unemployment problem of university graduates, has emerged as a social problem. Unemployment of university graduates is both a pan-national issue and a university-level issue, and each university is making many efforts to increase the employment rate of graduates. In this study, we present a model that predicts employment availability of D-university graduates by utilizing Machine Learning. The variables used were analyzed using up to 138 personal information, admission information, bachelor's information, etc., but in order to reflect them in the future curriculum, only the data after admission works effectively, so by department / student. The proposal was limited to the recommended ability to improve the separate employment rate. In other words, since admission grades are indicators that cannot be improved due to individual efforts after enrollment, they were used to improve the degree of prediction of employment rate. In this research, we implemented a employment prediction model through analysis of the core ability of D-University, which reflects the university's philosophy, goals, human resources awards, etc., and machined the impact of the introduction of a new core ability prediction model on actual employment. Use learning to evaluate. Carried out. It is significant to establish a basis for improving the employment rate by applying the results of future research to the establishment of curriculums by department and guidance for student careers.