• Title/Summary/Keyword: Engineering Graduates

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Designing a Employment Prediction Model Using Machine Learning: Focusing on D-University Graduates (머신러닝을 활용한 취업 예측 모델 설계: D대학교 졸업생을 중심으로)

  • Kim, Sungkook;Oh, Chang-Heon
    • 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.

Improvement of University Education for Supplying Technical Manpower for Plant Engineering Industry in the Architectural Engineering Field (국내 플랜트 엔지니어링 산업의 건축공학 분야 기술인력 수급을 위한 대학교육 개선에 관한 연구)

  • Shim, Hyun-Sun;Kim, Young-Il;Chung, Kwang-Seop
    • Korean Journal of Air-Conditioning and Refrigeration Engineering
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    • v.26 no.1
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    • pp.15-20
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    • 2014
  • In this study, improvement of university education is suggested so that university graduates in Architectural Engineering can work in the plant engineering industry without major retraining, which is generally required by plant engineering companies. Before the disposition of manpower to a plant engineering site, new recruits are retrained for about 2~3 years, since university education is neither sufficient, nor appropriate to handle plant engineering tasks. It is necessary to implement practical plant engineering into university education, so that graduates can work effectively in plant engineering fields, without major retraining. For a case study of an S2 University located in Seoul, it is enough to supplement the interdisciplinary program with plant engineering subjects, if proper texts are developed. To replace the plant engineering education offered by the company with university education, the following measures should be taken. First, basic plant engineering should be taught for 15 hours. Second, education on design and drawings should be reinforced.

A Study on the Effects of Engineering Education Accreditation (공학교육인증제도 효과 분석 연구)

  • Kang, So Yeon;Hon, Sung Jo;Choi, Keum Jin;Park, Sun Hee;Cho, Sung Hee
    • Journal of Engineering Education Research
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    • v.18 no.3
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    • pp.59-68
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    • 2015
  • This study was implemented for the purpose of analyzing the effects of Engineering Education Accreditation. Now, 15 years has passed adopting the engineering education system. We need to analyze the effect that this system has changed on the ground of engineering education, and it cultivated the human resource. In order to achieve the purpose of this study, the survey were done on the professors, graduates, and workers. The results and conclusions of this study are summarized as follows: First, it is urgent need to change the system of accreditation, and to get the public trust on assessment. Second, it is necessary to make circumstance that engineering education accreditation is advertised to the industries, and the industry can join the development, consulting, evaluation of curriculum. Third, government needs to make the policy that gives the incentive to the industries, if they give some merits to the accreditation graduates. Fourth, certificate of program graduate is desired to spread the accreditation proliferation. Fifth, government should systemize that accreditation program can get advantage to be selected for the public finance business(e.g. BK, LINC).. It will impact the quality Improvement and accountability of engineering programs.

Contribution of Curricula and Extra-Curricular Activities on Successful Employment Derived from an Engineering Graduates Survey (공학계열 남녀 졸업생의 조사를 통해 본 교과과정 내의 활동의 취업 기여)

  • Kim, Wonjung;Oh, Myongsook S.
    • Journal of Engineering Education Research
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    • v.16 no.3
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    • pp.69-78
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    • 2013
  • This study investigated various attributes that contributed to successful employment in order to develop employment support programs, especially for female engineering students. We surveyed engineering students who graduated between 2006 and 2011. The 401 employed graduates participated in an online survey. The surveys inquired about their attachment towards their major, participation in various academic and non-academic activities, and their participation's contribution to their successful employment. In regards to their majors, women, in general, had lower levels of satisfaction, confidence, attachment, and motivation to succeed in their fields when compared to their male counterparts. These results show that engineering colleges still need to work on empowering female engineering students to gain confidence in their engineering major and attachment. The graduate school experience was highly rated by both men and women, whereas double majors exhibited somewhat lower scores. Among academic activities, part-time work experience and major-related internships were rated as the most helpful, and among extracurricular activities, study-abroad for language training and participation in student council or clubs received high scores. There was little difference between men and women in study-abroad participation, and women participated more actively in student councils. However, women had much less major-related work experience, reaffirming that colleges need to expand internship and field experience programs for female students.

The cooperation of Industrial Education and Engineering Education in Japan -A look at university entrance examinations and curricula developed especially for graduates of technical high schools-

  • Sato Takashi;Ohkawa Hideo;Goda Masaki;Maruyama Takeo;Hasegawa Tomiichi;Sengoku Masakazu
    • Journal of Engineering Education Research
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    • v.8 no.2
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    • pp.84-90
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    • 2005
  • While graduates of Japan's technical high schools might demonstrate skills in a given specialty, they would be hard-pressed in any attempt to pass national universities' notorious entrance examinations. In a collaborative effort begun in 1994, the faculties of engineering at Niigata, Nagasaki, and Toyama Universities set about the task of preparing entrance examinations, and a general curriculum geared to the needs and educational backgrounds of these students, offering them supplementary lessons. While the larger project officially ended in 1999, we are carrying the research forward in Niigata University.

Job Mobility and Coincidence of Job and Major - in the case of the Science and Engineering Graduates Youth in Korea - (이공계 대졸 청년층의 직장이동과 전공직종일치 분석)

  • Kim, Ahn-Kook
    • Journal of Labour Economics
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    • v.29 no.1
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    • pp.153-184
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    • 2006
  • This study examines the job changes and the coincidence of job and major In the case of the youth, science and engineering graduates in Korea. The pattern of job changes and the coincidence of job and major get observed in the Unemployment Insurance Database and the Graduate List. This data enables us tracing all job changes in the labor market, and analysing the coincidence of job and major. The average rate of coincidence is not so high, the rate at first job is roughly one third. The youth with coincidence of job and major have earned less income than the youth without coincidence of job and major. But this result is impressive in the lower wage earners, any differences in regard to coincidence is not found in the upper wage earners. The probability of the coincidence of job and major is higher in case of the high wage and the high study attainments. The results suggests that the problem of the science and engineering graduates should be concentrated only on the lower manpower in the scientist and engineer jobs. Korean government have to lessen the number of entry into the science and engineering college and enlarge the number of entry into the science and engineering graduate school. Korean government have to prepare the system that aids establishment where the employee with coincidence of job and major earns more income.

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TEACHING POWER ELECTRONICS AT MONASH UNIVERSITY IN AN AUSTRALIAN CONTEXT

  • Freere, Peter
    • Proceedings of the KIPE Conference
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    • 1998.10a
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    • pp.219-224
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    • 1998
  • A Summary is given of conventional electrical engineering university education and a description of the employment scene for the graduates. The training requirements of graduates for three different industrial employers are given and the steps taken to meet some of these requirements are explained in detail. The steps taken include tow training programmes, one an undergraduate final year course and the other a graduate training programme. The final year course teaches to design and construct a real product to specifications, whereas the graduate training programme employs a new graduate or postgraduate student on industrial projects which can be closely supervised for maximum benefit. Both programmes are described in detail and the conclusion developed as to future requirements.

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A survey of Specialists Cognition on Authorization of Credits for the Same Subjects in Entering a Same Department of the College Among Technical High School Graduates (공업고등학교 졸업생의 대학 동일계 학과 진학시 동일 과목 학점 인정에 관한 전문가 인식 조사)

  • Lee, Sang Hyuk;Kim, Ho Dong
    • 대한공업교육학회지
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    • v.33 no.2
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    • pp.26-43
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    • 2008
  • The purpose of this study is to survey of specialists cognition to authorize credits for the same subjects in entering a department of the same area in college among technical high school graduates. Today with generalized college education, about 80% of technical high school graduates enter college. Therefore, authorization of credits for the same subjects is necessary to reduce educational waste in terms of articulation among technical high schools, junior colleges and universities. In this study, a survey was conducted with 100 specialists in technical education, including technical high school teachers, researchers, and professors at junior college or technical college in university, getting answers from 84 subjects (81.25%). The results of this research can be summarized as follows: First, it is valid to authorize credits for all practical subjects completed in technical high school when technical high school graduates enter the same department at college but most of junior college professor unsuitable response. Second, it is valid to authorize credits through its own prescribed test for the same subjects when technical high school graduates enter the same department of engineering at junior college or technical college in university but opposed 62.5% of junior college professor. Third, it is most of respondent valid to authorize credits for the same subjects if results of its own examination for authorization by university are at a fixed level or higher when technical high school graduates are admitted as a junior at the same department in technical college of university after graduation from the same department at junior college.

Analysis of Academic Achievement of Transferred Medical Students in Yonsei University College of Medicine (연세대학교 의과대학 편입학 학생들의 GPA 분석)

  • Lee, Seunghee;Yang, Eunbae;Jean, Woo-Tack
    • Korean Medical Education Review
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    • v.9 no.2
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    • pp.41-48
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    • 2007
  • Yonsei University College of Medicine is about to adopt a new admission system in 2009 for postgraduate medical school. in which 4-year college graduates apply to it, instead of applying of high school graduates to undergraduate medical school. For preparing the new system, now, an admission policy is being intensively investigated. In the present admission system in Yonsei College of Medicine, college or university graduates with diverse majors such as pharmacy, biochemistry, engineering, social science and so on other than a medical major can be transferred into the undergraduate medical course when vacancy for enrollment is available. This study was performed to analyze the academic achievement of the transferred students for establishing a new admission system. In this study, the GPAs of 94 medical students transferred for 1998 to 2006 years were analyzed regarding academic and personal background, and compared with those of untrans- ferred medical students. The results showed some features. Particularly, the GPAs of transferred students with t he majors of art and social sciences were not lower than those with the major of natural sciences while transferred students with majors of pharmacy. veterinary science, nursing science, and biotechnology had their high academic achievements during the undergraduate medical courses.

Study on Developing Assessment Tools for Architectural Engineering Program Outcomes - focused on the extra curriculum - (건축공학 프로그램의 학습성과 평가도구 개발에 관한 연구 - 비교과과정을 중심으로 -)

  • Kim, Tae-Keun;Lee, Dong-Jin;Lee, Yong-Kyu;Kim, Jae-Yeob
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2009.05b
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    • pp.143-147
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    • 2009
  • Graduates from engineering colleges are demanded to have been acquired some abilities and qualities during their undergraduate years through the standard of the so-called "programmed learning results and evaluation" This paper aims at analyzing the learning results evaluation tool for graduates from the architectural engineering department through the examples of the colleges with engineering accreditation in Korea, and suggesting a more appropriate programmed learning result evaluation tool. The basic theories on programmed learning results were studied, and then the previous study examples were researched. The study objects were limited to the fourteen colleges which offered the examples of the learning results evaluation tools of the colleges with engineering accreditation in Korea. Types and the present situation of those evaluation tools were analyzed. In addition, the proposals for the evaluation tool of programmed learning results and the performance standard were suggested for those with an engineering accreditation, based on the case study of the performance standards of each college with an engineering accreditation. The study results showed that much more national research needs to be conducted to clarify the standards of selecting an evaluation tool and a performance standard appropriate for the level of each college so that it can make a proper proposal.

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