• Journal of Intelligence and Information Systems
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• v.28 no.4
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• pp.309-328
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• 2022

This study empirically analyzed a Korean pre-trained language models (PLMs) designed for natural language generation. The performance of two PLMs - BART and GPT - at the task of abstractive text summarization was compared. To investigate how performance depends on the characteristics of the inference data, ten different document types, containing six types of informational content and creation content, were considered. It was found that BART (which can both generate and understand natural language) performed better than GPT (which can only generate). Upon more detailed examination of the effect of inference data characteristics, the performance of GPT was found to be proportional to the length of the input text. However, even for the longest documents (with optimal GPT performance), BART still out-performed GPT, suggesting that the greatest influence on downstream performance is not the size of the training data or PLMs parameters but the structural suitability of the PLMs for the applied downstream task. The performance of different PLMs was also compared through analyzing parts of speech (POS) shares. BART's performance was inversely related to the proportion of prefixes, adjectives, adverbs and verbs but positively related to that of nouns. This result emphasizes the importance of taking the inference data's characteristics into account when fine-tuning a PLMs for its intended downstream task.

• Journal of Practical Engineering Education
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• v.15 no.1
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• pp.199-208
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• 2023

Performance analysis for work-learning dual system has been mainly conducted from the perspective of diagnosing the effectiveness of policies at the macro level. This study aims to analyze issues in organizational management of the work-learning dual system training center by conducting an analysis focusing on the organizational performance of the work-learning dual system training center's employees. As a result of the analysis, it was confirmed that the perception and attitude of employees toward the work-learning dual training center differed depending on the type of work-learning dual system and the type of employment contract. Among the types of work-learning dual system, overall, in the case of IPP, the organizational performance of employees was low, while the apprenticeship was relatively high. As for the type of employment contract, the need for institutional improvement has been derived, especially for the project contract workers.

• Journal of Korea Multimedia Society
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• v.12 no.4
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• pp.521-529
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• 2009

In this paper, we present a vision-based human primitive motion recognition method. It models the reference motion patterns, recognizes a user's motion, and measures the similarity between the reference action and the user's one. In order to recognize a motion, we provide a pattern modeling method based on the Hidden Markov Models. In addition, we provide a similarity measurement method between the reference motion and the user's one using the editing distance algorithm. Experimental results show that the recognition rate of ours is above 93%. Our method can be used in the motion recognizable games, the motion recognizable postures, and the rehabilitation training systems.

• Proceedings of the KIEE Conference
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• 2006.07a
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• pp.171-172
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• 2006

국내 전력계통을 담당하고 있는 한국전력공사에서는 주기적으로 변전소 운전원들을 교육/훈련하여 계통상에서 발생하는 각종 현상 또는 고장 등에 대한 신속한 대비를 수행할 수 있도록 하고 있다. 이러한 교육/훈련을 위하여 교육용 시뮬레이터를 개발하여 운영 중에 있다. 기존 교육용 시뮬레이터의 경우 여러 고장 발생에 대한 각종 동작 사항을 지정하여 시나리오로 저장한 후, 교육/훈련시 다시 불러와서 사용하는 방식으로 되어 있었으나 본 개발된 고장발생기는 고장 유형에 따른 동작 사항을 계통 상황에 맞춰 생성하여 시나리오를 발생시키는 방식으로 변경하였다. 이를 통해 복잡한 시나리오 편집 절자가 없어졌으며, 보다 다양한 고장에 대한 교육/훈련을 수행할 수 있게 되었다. 본 논문에서는 고장발생기의 입력 및 출력을 제시하고, 기존의 고장발생 방식과의 성능 비교를 기술하였다.

• 한국항공운항학회:학술대회논문집
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• 2015.11a
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• pp.286-288
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• 2015

국내 전체 조종사 배출 인원은 연 평균 1,200여명을 훌쩍 넘긴 가운데, 이 중 항공기사용업체를 통해 배출된 조종사 인원은 최근 5년 사이 2~3.5배 이상의 증가추세를 보이며 약 650여명 이상을 배출함으로써 전체 인원의 반 이상을 차지하고 있다. 그러나 현행 법령은 비행훈련과정을 운영하는 대학을 포함하여 항공기사용사업의 업무영역을 고려한 등록 요건 및 안전 고려가 부족하며, 비행훈련은 미래의 조종사를 양성하는 중요한 영역임에도 불구하고 훈련프로그램에 관한 요건이 규정되지 않아 비행안전은 물론, 양질의 조종사 인력양성을 위한 제도적 장치가 부족한 상황이다. 본 연구는 최근 발생한 항공기 사고/준사고 및 안전장애 유형을 토대로 항공기사용사업체에 대해 분석하고, 시행중인 비행훈련에 대한 법과 제도, 안전관련 개선방안에 대해 살펴보고자 한다.

• Korean Management Science Review
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• v.5 no.1
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• pp.18-28
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• 1988

MIS 개발에 최고 경영층의 참여에 관한 기존 연구에는 참여의 범위와 정도, 방법, 참여 지침 그리고 MIS 성공과의 관련성 등을 밝히고 있지만 최고경영층의 MIS개발에 참여를 결정하는 요인에 관한 연구는 거의 없다. 본 연구의 목적은 최고경영층의 MIS참여를 결정하는 요인으로 인지유형을 채택하여 인지유형별로 MIS참여 정도가 다를 것이라는 가설을 검증하는데 있다. 이와 같은 연구는 최고경영층의 MIS참여 방향을 제시하고 최고경영층의 MIS교육과 훈련에 유용한 자료가 되며 궁극적으로 성공적인 MIS구축을 위한 지침이 된다. 최고경영층의 인지유형은 융의 분류를 따랐고, MIS개발에 관한 7개의 참여범위와 5단계에 걸친 참여정도와의 관계를 살펴보았다. 인지유형에 따른 최고경영층의 MIS참여에 대해서 3개의 가설을 설정하여 최고경영자들로부터 직접 회수한 설문지로 Mann-Whitney U 검증법과 Kruskal-Wallis 검증법을 이용하여 실증적 분석을 하였다. 본 연구의 결과에 의하면 최고경영층의 MIS 참여정도는 인지유형별로 유의적인 차이를 보이고 있다. 그러므로, 인지유형별로 최고경영층의 MIS 참여지침과 참여범위를 제공할 수 있는 것이 입증되었다. 그러나, 본 연구에는 MIS 개발 단계별로 최고경영층 참여의 중요도에 관한 가중치가 고려되지 않았고, 시스템 자체의 성격(DP 혹은 DSS)이 고려되지 않은 제한점 등이 있다.

• Journal of the Korean Society for Aviation and Aeronautics
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• v.29 no.1
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• pp.30-37
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• 2021

This study wanted to confirm whether the DiSC behavior types of student pilots and instructors in the training course of Helicopter pilots affect the flight training achievement. The results of the study are as follows. First, in the distribution of DiSC behavior types of student pilots and instructors, student pilots had the largest number of Dominance with 40.2 percent, while Instructors had the highest number of conscientiousness with 46.5 percent. Second, it was analyzed that the flight training achievement was influenced by the behavior type of student pilots. In basic flight and aircraft type conversion flight, Steadiness had the highest achievement in flight training, and in tactical flight, conscientiousness was the highest. Third, the behavior patterns of student pilots and instructors have been confirmed to have interaction effects in tactical flight.

• Korean Journal of Social Welfare
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• v.56 no.1
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• pp.155-179
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• 2004

This study is about the effectiveness and activation strategies of vacational training programme for the disabled guided by the Ministry of Labour and the Korea Employment Promotion Agency for the Disabled(KEPAD). This research employed quantitative approach. The quantitative research used the samples of 853 disabled people who had finished vocational training programme during recent 3 years. In this research the effectiveness is categorized into two ; product effectiveness and employment effectiveness. Product effectiveness is influenced by the kind of train-center, train-area, train-length. The KEPAD, non-IT job area and train-period over 6 month are more effective. Employment effectiveness is significantly influenced by demo-sociological factor rather than disability factor. Especially the kind of train-center is very important to be employed for the disabled. This implicates that choice of train-center by the disabled and effective management of it by the public sector is very important in developing employment. Effective management, stated above, includes reengineering programmes and functions accountable to the need form the trainee, bridging the gap among train-centers in terms of performance, differentiation of financial support according to the product to save the public fund, encouraging one special programme in one train-center.

• Journal of the Korean Applied Science and Technology
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• v.36 no.4
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• pp.1041-1049
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• 2019

This study gathered previous studies on the effects of image training in school physical education conducted in korea in order to investigate the average effect size as well as the factors that influence the effect sizes. This study connoted findings of individual studies related to image training in school physical education from 1995 to 2018. The results of this study were as follows: Firstly, the overall mean effect size of the image training in school physical education was large size(Cohen, 1988). Secondly, motor skills showed the large effect size than psychological variable. Thirdly, major factors that influence the effect of image training in school physical education appeared to be the type of motor learning, age, gender, training period, training frequency, training ime. Based on these findings, implications for future research and application of image training in school physical education were suggested.

• Journal of Practical Engineering Education
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• v.13 no.3
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• pp.453-460
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• 2021

The purpose of this study is to understand the educational types and educational status of institutions that operate virtual training contents distributed by K University's Online Lifelong Education Center and to examine the role and improvement measures of institutions that supply virtual training contents. To this end, a survey was conducted on 56 institutions that operate virtual training contents distributed by K University's Online Lifelong Education Center in 2020, and a survey of 44 institutions that responded finally was analyzed. The analysis results are as follows. First, virtual training education media responded that a total of 52 courses were applied to the content process using PC, the theory+virtual training type is the most, and one to two weeks of practice period were the most. In addition, when looking at the current status of education, the subjects of virtual training were mainly students, and the institution itself recruited, and the largest number of respondents was 1-20, the number of courses opened was 1-3, and the number of teachers and instructors in charge was 1-3. Second, they responded that it is necessary to develop various virtual training contents as a virtual training content supply institution, present ways to apply and utilize virtual training curriculum, and improve the quality of virtual training content. Third, as an improvement plan for virtual training content distribution institutions, it demanded strengthening the linkage of virtual training content, training using virtual training content by teachers and instructors, suggesting various virtual training content linkage, and strengthening virtual training content quality management. Therefore, this study is meaningful in that it identified the overall operation status and status of virtual training content management institutions and examined ways to establish and improve the role of public virtual training supply institutions.