• Journal of Practical Engineering Education
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• v.5 no.2
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• pp.123-127
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• 2013

Youth employment academy program focuses on resolving the job mismatch of youth unemployment through industry oriented human resource development for which company oriented capacity building program for graduate-to-be and graduate is supported. One of the major characteristics of this program is to use the M-to-M model with common skills for companies of same type of business. The operation organization in youth employment academy is supposed to be evaluated by the final employment rate after 1 year and 6 months since start of the program. So performance indicator for the operation organization was developed which means a kind of mid-term evaluation. In this research, the validity of the performance indicator is discussed. The correlations between the performance indicator and the performance evaluation, between the performance evaluation and the final employment rate, and between the performance indicator and the final employment rate are analyzed.

• Journal of Internet of Things and Convergence
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• v.6 no.3
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• pp.21-30
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• 2020

The purpose of this paper is to verify the differences of the effect of the support between the number of employment of those who have experienced employment and the unemployment period of those who have not experienced employment for the participants of the Jeollanam-do Youth Job Search Allowance Support Project. In addition, this study attempted to find out the ways to develop the system using the Internet of Things by figure out how to use the allowance, the field of help, the average investment time per day, the average monthly expenditure, the difficulties of job search activities, and the differences in the youth job search activities for the required programs. In this study, 602 people who participated in the Jeollanam-do Youth Job Search Allowance Support Project from February 19 to March 9, 2020 are surveyed. The collected data was processed using the SPSS 21.0 program. The research results are as follows. First, there was a difference in satisfaction according to the number of jobs employed. Second, there was a difference in the effectiveness according to the number of employment. Third, there was a difference in satisfaction according to the period of unemployment. Fourth, there was a difference in effectiveness according to the period of unemployment. In order to enhance the effectiveness of the youth job search allowance support project, the Edutech industry and technology that can share various information using the Internet of Things environment in the untact era must be improved together.

• Proceedings of the Korean Society of Computer Information Conference
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• 2024.01a
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• pp.55-58
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• 2024

최근 각 기업의 AI 면접시스템 도입이 증가하고 있으며, AI 면접에 대한 실효성 논란 또한 많은 상황이다. 본 논문에서는 AI 면접 과정에서 지원자를 평가하는 방식을 시각, 음성, 자연어처리 3영역에서 구현함으로써, 면접 지원자를 다방면으로 분석 방법론의 적절성에 대해 평가하고자 한다. 첫째, 시각적 측면에서, 면접 지원자의 감정을 인식하기 위해, 합성곱 신경망(CNN) 기법을 활용해, 지원자 얼굴에서 6가지 감정을 인식했으며, 지원자가 카메라를 응시하고 있는지를 시계열로 도출하였다. 이를 통해 지원자가 면접에 임하는 태도와 특히 얼굴에서 드러나는 감정을 분석하는 데 주력했다. 둘째, 시각적 효과만으로 면접자의 태도를 파악하는 데 한계가 있기 때문에, 지원자 음성을 주파수로 환산해 특성을 추출하고, Bidirectional LSTM을 활용해 훈련해 지원자 음성에 따른 6가지 감정을 추출했다. 셋째, 지원자의 발언 내용과 관련해 맥락적 의미를 파악해 지원자의 상태를 파악하기 위해, 음성을 STT(Speech-to-Text) 기법을 이용하여 텍스트로 변환하고, 사용 단어의 빈도를 분석하여 지원자의 언어 습관을 파악했다. 이와 함께, 지원자의 발언 내용에 대한 감정 분석을 위해 KoBERT 모델을 적용했으며, 지원자의 성격, 태도, 직무에 대한 이해도를 파악하기 위해 객관적인 평가지표를 제작하여 적용했다. 논문의 분석 결과 AI 면접의 다면적 평가시스템의 적절성과 관련해, 시각화 부분에서는 상당 부분 정확도가 객관적으로 입증되었다고 판단된다. 음성에서 감정분석 분야는 면접자가 제한된 시간에 모든 유형의 감정을 드러내지 않고, 또 유사한 톤의 말이 진행되다 보니 특정 감정을 나타내는 주파수가 다소 집중되는 현상이 나타났다. 마지막으로 자연어처리 영역은 면접자의 발언에서 나오는 말투, 특정 단어의 빈도수를 넘어, 전체적인 맥락과 느낌을 이해할 수 있는 자연어처리 분석모델의 필요성이 더욱 커졌음을 판단했다.

• 한국벤처창업학회:학술대회논문집
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• 2022.04a
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• pp.57-63
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• 2022

최근 세계적인 경제성장률의 둔화에 따른 청년층의 취업난이 공통적인 문제로 주목받고 있다. 우리나라의 경우 청년 고용률은 OECD국가의 2019년 평균 고용률에 비해 10%이상의 낮은 수준으로 나타나 청년층 취업난의 심각한 수준을 나타내고 있다. 이에 대한 해법으로 청년 창업이 오랜 기간 동안 장려되고 있으며, 대학을 중심으로 창업교육이 이루어지며 대중적인 교육으로 자리매김하고 있다. 대학에서의 창업교육의 효과 및 필요성을 확인하는 다양한 연구가 활발하게 일어나고 있음에도 창업에 대한 인식과 창업률은 생계형 창업이 주를 이루고 있다. 이에 본 연구에서는 창업에 대한 관심을 가지는 순간부터 창업 이후에도 직면하게 되는 불확실한 현실과 이를 둘러싼 환경적 난류를 해결해 나갈 수 있는 감정적 관점에서의 창업교육의 효과성을 확인하고자 한다. 감정요소 중에서는 창업열정과 즉흥성을 매개효과로 창업의도에 미치는 창업교육의 영향을 확인하고자 하였다.

• Asia-Pacific Journal of Business Venturing and Entrepreneurship
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• v.6 no.2
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• pp.149-166
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• 2011

This study investigates how the job satisfaction of the recipients with working ability is transformed into employment under the recent trends. The objects of this research are 15-19 years old. I used the data of YP2007. This survey were analyzed F-test by using SPSS PC win 12.0. This result maintain the importance about the policy of the recipients with working ability : (1) its bridging gaps between theory and reality, (2) focus on the Job satisfaction of the recipients with working ability, (3) developing new recipients with working ability education program, (4) elaborating the study methods. In this paper I describe one line of research focused on the job satisfaction of the recipients with working ability in view of their professional life as it is currently developed and expressed. This study also requires further studies and this study will be supplemented.

• Journal of the Korean Regional Science Association
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• v.40 no.1
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• pp.53-67
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• 2024

Regional migration is a problem faced by all non-metropolitan areas in Korea, but the extent of migration varies depending on regional economic conditions. This study examines how the extent of youth migration varies depending on the economic conditions of their birthplaces. The results showed that youth migration was more severe in areas suffering from population decline and aging problems. The smaller the economy and the weaker the financial independence of the region, the more severe the youth migration. In particular, commercial, educational, and cultural facilities, except for medical facilities, were not able to curb youth migration. In addition, there was a significant wage gap between those employed in the metropolitan area and those employed in the regions, regardless of their origin. This suggests that non-metropolitan areas are caught in a vicious cycle of regional economic deterioration and youth migration.

• The Journal of the Korea Contents Association
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• v.20 no.6
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• pp.623-639
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• 2020

This study explores the factors associated with the amount of time use in leisure and social gathering activities. The analysis shows that the engaging role types of the youth, for example housekeeping and care giving, or working on the paid job are associated with the amount of time use in leisure activities. However, the factors related to time use in social gathering activities are the engaging role types of youth as well as the socializing opportunity. Compared to the other role types of the youth, the youth who are preparing for a job and is not engaged in employment, education, and training(NEET) spend more time in media leisure, travel and cultural activities, sports and reports activities, however spend less time in social gathering compared to students. The youth who have a job spend the least time in all of the leisure activities except travel and cultural activities for a weekend. Policy should remove the barriers in leisure activities and increase the opportunities for socializing.

• The Optical Journal
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• s.117
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• pp.44-45
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• 2008

국가적으로 20-30대의 청년실업문제가 날로 심각성을 더해가는 요즘, 새로운 취업 트렌드를 선도하는 곳이 있어 화제다. 바로 신도리코(대표.우석형, www.sindo.com)에서 운영하는 직업능력개발훈련원이 그곳이다. 이곳에서는 9주간 직업훈련교육을 통해 기술과 전문성을 익히고 교육수료후에는 신도리코 대리점으로 100% 취업이 가능할 뿐만 아니라 IT전문가로 활동하거나 창업까지 이어져 새로운 취업 트렌드로 주목을 받고 있다.

• Survey Research
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• v.12 no.2
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• pp.113-144
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• 2011

The purposes of the present study were (1) to identify the latent classes depending on youth employees' trajectories in job satisfaction and turnover intention and (2) to test the effects of person-job fit(major fit, education level fit, skill level fit) on job satisfaction and turnover intention using Youth Panel 2001. In order to estimate latent classes of job satisfaction and turnover intention changes simultaneously and study probabilities linking latent class membership in trajectory across the two variables, we applied dual trajectory model, an extension of semi-parametric group-based approach, Results showed that four latent classes were identified for job satisfaction, which were defined, based on the trajectory patterns, as increasing group, decreasing group, medium-level group, and high-level group. And, three latent classes estimated for turnover intention were defined as low-level group, maintaining group, and rapidly decreasing group. To test the effects of person-job fit variables, we added the variables as time-dependant variables to the unconditional latent class model. The effect of education level fit and skill level fit were found significant in the groups which are low in job satisfaction and have high in turnover intention. Findings from this study suggest the need to consider trajectory heterogeneity in the study of youth employees' job satisfaction and turnover intention to capture the dynamic dimension of overlap between the two constructs.

• 열린충남
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• s.57
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• pp.68-69
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• 2012