• 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.

• Journal of Practical Agriculture & Fisheries Research
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• v.21 no.2
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• pp.103-114
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• 2019

In this study we examined the preferences of college life factors for students at Korea National College of Agriculture and Fisheries(KNCAF). Analytical techniques of unstructured data used opinion mining and text mining techniques, and the results of text mining were visualized as word cloud. And those results were used for statistical analysis of the students' willingness to farm after graduation. The items of the favorable survey consisted of 10 items in 5 areas including university image, self-capacity, dormitory, education system, and future vision. After classifying the emotions of positive and negative in the collected questionnaire, a dictionary of positive and negative was created to evaluate the preference. The items of 'college image' at the time of university support, 'self after 10 years' after graduation, 'self-capacity' and 'present KNCAF' showed high positive emotion. On the other hand, positive emotion was low in the items of 'college dormitory', 'educational course', 'long-term field practice' and 'future of Korean agriculture'. In the cross-analysis of the difference in the will to farming according to gender, farming base, and entrance motivation, the will to farm according to gender and entrance motivation showed statistically significant results, but it was not significant in farming base. Also in binary logistic regression analysis on the will to farming, the statistically significant variable was found to be 'motivation for admission'

• Communications of Mathematical Education
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• v.25 no.3
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• pp.593-606
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• 2011

We carried out mathematics diagnostic tests for all first year engineering students at C University in Daejeon in 2008, covering precalculus and basic calculus. Then we divided into two classes such as regular and supplementary classes. The supplementary class students are lower 13% students. Then we gave extra classes for these students to support their basic and elementary calculus skills. As a result, these supplementary students received a meaningful accomplishment at the final exam. This paper analyzes the results and effects of various types of supplementary classes such as education by level, and proposes some strategies to enhance mathematics learning, particularly for under achieving first year engineering students.

• Journal of the Korean Data and Information Science Society
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• v.22 no.4
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• pp.765-773
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• 2011

Today, as the number of applicants for admission decreases, competition among universities is deepening in Korea. Especially, the existence of local universities has led to intense competition to increase the enrollment rate of new students and reduce dropout rate. To survive in this competition, local universities are making various efforts; however, the primary problem is improving their educational service quality. In this study, we have developed a device to measure educational service quality which can be applied to the field of higher education, and factors that determine educational service quality are dragged through this device. In addition, this research identifies which statistically significant factors play a part in overall satisfaction and word of mouth effect, and interprets 29 quality attributes using importance-satisfaction transformed index.

• The Mathematical Education
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• v.32 no.3
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• pp.244-255
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• 1993

본 연구를 수행하게된 동기는 1994년부터 미국에서 S.A.T.를 개정하고, 한국에서는 대학 수학 능력 시험 제도라는 새로운 제도가 도입되는 것에 있다. 대학 학업 적성 평가 제도로서 미국의 S.A.T. 제도에 대한 유효성이 많은 학자들에 의해서 연구되고 있다. 대학 수학 능력 시험과 S.A.T.는 각각 한국과 미국의 대학에서 학업 적성을 측정한다는 면에서 그 목적이 같다. 한국의 대학 수학 능력 시험의 유효성을 연구하기에는 아직 실시되지 않았으므로 너무 이르다고 본다. 대학 수학 능력 시험 제도 확립이 실험 평가에 근거하기 때문에 대학 수학 능력 시험 실험 평가와 S.A.T.를 비교 연구하는 것은 의미가 있다고 본다. 따라서 본 논문에서는 한국의 대학 수학 능력 시험 실험 평가(수리)와 미국의 S.AT.(수학)와의 상관 관계를 연구한다. 본 연구의 조사 대상으로 선발된 집단으로서 광주시의 3개교 6학급의 고등학교 3학년 283명이 참가하였다. 본 논문에서 다음과 같은 문제가 연구되었다. 1. 7차 실험 평가(수리)와 S.A.T.(수학)의 평균 점수에 대한 남녀 차이의 통계학적 유의성 (statistical significance). 2. 7차 실험 평가(수리)와 S.A.T.(수학)의 평균 점수에 대한 자연계 인문계 차이의 통계학적 유의성 (statistical significance). 3. 한국의 대학 수학 능력 시험 실험 평가(수리)와 미국의 S.A.T.(수학)의 상관 관계.

• Journal of the Korean BIBLIA Society for library and Information Science
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• v.21 no.3
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• pp.17-27
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• 2010

This study aimed to identify the problems of college students in reading the literature and on the basis of the identified problems, to suggest the approaches to solve the problems. To this end, time required for reading passages, reading patterns, understanding, memory and reading habits and attitudes were analyzed with the freshmen in A university. In accordance with the analysis results, 58% of subjects was good and 42% was not sufficient on the basis of the averages in Scholastic Aptitude Test. Second, 77% of subjects had the good patterns but 23% showed certain problems in reading patterns. Third, 69% and 67% of subjects illustrated good results in the analysis on understanding and memory, respectively. However, 31% and 33% were evaluated as being on the general level or requiring efforts in the analysis on understanding and memory, respectively. Next, according to the analysis on reading habits and attitudes, 77% had no problems but 23% required improvement. For solving the problems identified through the analysis, it is recommended to develop the scientific and standardized evaluation tools for evaluating the reading ability of college students. Second, it is necessary to evaluate the reading ability, habit and attitude during the screening process for admission or after admission. Finally, it is required to operate the Fundamental Academic Ability Learning Center(tentative name) to improve the ability of students who show the insufficient results in evaluation.

• Proceedings of the Korea Information Processing Society Conference
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• 2009.04a
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• pp.1453-1456
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• 2009

본 논문에서는 인터넷 상에 공개된 정보를 기반으로 대부분 대학에서 대행업체에 위탁하고 있는 인터넷 원서접수 업무에 있어서 개인정보보호 문제점을 다룬다. 개인정보보호와 관련된 정책, 시스템 검토, 개인정보 흐름 분석, 개인정보침해요인 분석과 위험평가 및 개선 계획 도출 등 일련의 프로세스 관점에서 개인정보영향평가를 모의 수행함으로써 동 시스템이 가지고 있는 개인정보 관련 문제점 및 개선 방안을 도출한다.

• Korean Journal of Comparative Education
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• v.18 no.4
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• pp.163-186
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• 2008

This study intends to understand deeply the higher education evaluation accreditation system in Taiwan. Taiwan established newly the Higher Education Evaluation & Accreditation Council in 2005, an independent organization with the exclusive responsibility to execute evaluation. Three kinds of evaluation have been accomplished, including University Program Evaluation which assesses whole university management, Academic Fields Evaluation and Performance Evaluation which compare the superiority and inferiority among universities. The Accreditation system is applied only to Academic Fields Evaluation. For evaluation, each university presents a self-evaluation report, undergoes an visiting evaluation, makes out an evaluation report and lastly is notified of the result. The evaluation is divided into three results : pass, waiting observation and non-pass. According to an announcement in June 2008, the rate of non-pass universities reached the 15.7%. The non-pass universities are supposed to receive the disadvantaged in the admission number limit and take the following evaluation in the following year. Debates still exists concerning the eliminatory nature of the system and the announcement of achievement rankings through evaluation results. Other problems include the improvement of quality of evaluation committee members and the irrational evaluation standards. These problems will be meaningful for the development of the korean higher evaluation system.

• Journal of the Korean School Mathematics Society
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• v.18 no.3
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• pp.335-352
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• 2015

In this paper, we selected 145 students from engineering college students who took P University's the Scholastic Level Assessment and registered the Basic Mathematics Class among the students who achieved 4th~7th grade in the mathematics B-type of the College Scholastic Ability Test. We compared and analyzed the correlation among the chosen students' grade for the College Scholastic Ability Test, test results of the Scholastic Level Assessment and mid-term test of the Basic Mathematics Subject, type of college entrance and actual condition survey of students in order to derive optimized teaching method for general mathematics subjects which can possibly increase the students' academic ability.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.22 no.5
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• pp.517-529
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• 2021

This study analyzes changes in the efficiency of the Department of Early Childhood Education in Korea to examine the effectiveness of the National Evaluation for Teacher Education Institution. We provide policy implications from exploring factors influencing efficiency and comparing characteristics of efficient and inefficient departments. With 149 Department of Early Childhood Education in Korea, DEA was conducted to estimate the relative efficiency, and the Tobit model was applied to explore factors affecting efficiency. The results confirm that the Department of Early Childhood in Korea is run efficiently, though there was no change in scale efficiency and relative efficiency after the two phases of the National Evaluation for Teacher Education Institution. The results show the number of books per student was significantly lower despite a significantly higher employment rate. Efficiency of college departments, department greater than 60 (per cohort), and department in metropolitan city (except Seoul area) is confirmed greater. These results provide policy implications on developing evaluation measure and processes to improve education quality and efficiency.