• 실천공학교육논문지
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• 제7권1호
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• pp.77-80
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• 2015

직업교육 훈련의 효율과 참여도를 극대화할 수 있는 방안을 모색하기 위한 신뢰성 높은 수요조사 방법을 찾고자 하는 것을 목적으로 하였다. 정확한 수요조사는 훈련의 질을 높일 수 있는 가장 중요한 요소라 할 수 있다. 뿐만 아니라 부정확한 수요조사에 의한 훈련은 낮은 참여도로 인해 비효율적인 훈련성과를 나타낼 수 밖에 없다. 수요조사는 크게 우편, 전화, 대면, 전자 수요조사 4가지 방법이 사용되고 있다. 본 논문에서는 목포대학교 국가인적자원개발 컨소시엄 사업, 지역 산업 맞춤형 인력양성 사업의 훈련을 위해 실시하였던 수요조사를 설명하였고 그 중 효과적인 수요조사 방법을 제안하였다.

• 한국항해항만학회:학술대회논문집
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• 한국항해항만학회 2004년도 Asia Navigation Conference
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• pp.113-120
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• 2004

Considering the present and expected demand for human resources by the maritime community, its quantity and quality depend on the number of the ships and the technology applied to them. Scientific and economic developments in this community bring the intensive use of modem technology for many of ships operation. Generally it effects to reduce the quantity of manpower, while it increases the requirement of qualifications of human resources to utilize such advanced technology. Considering above, the maritime education, training and research activities should be revised and updated according to the demand of the community. Because of a difference between the transition of the demand for the human resources and development of the maritime education, training and research activities, there are two most common questions as “What to teach” and “How to teach”. The first question has been asked for many years. The contents of maritime education and training are always related to the existing maritime knowledge and technology and should be updated with consideration of changes of the demand namely “Globalisation of maritime community”. It brings globalisation of the maritime education, training and research activities. The second question is still keeping us busy to look for the best way. Presently traditional methods are used together with new system, while the use of sophisticated simulation, communication and information systems etc. and it is changing our understanding on teaching. This paper introduces the new role of Maritime Institutions from the viewpoints of the maritime education. training and research activities. The role of guide for seafarers and maritime companies is always essential and the concepts such as “Refreshment Training”, “On the Job Training”, “Lifelong” or “Continuous Training” bring new understanding to the training period, trainee's age and position. As a result, the maritime institutions should be ready for their new role, which is, in brief, guiding the maritime society, recommending and providing new learning environments, organising research and developments, performing the education, training and assessment, improving existing methods and developing new methods of the education, training and assessment.

• 한국항공운항학회지
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• 제29권3호
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• pp.66-75
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• 2021

As the domestic aviation industry develops, demand for pilots is increasing. As a result, the demand for flight training using flight simulation training devices that implement the same or similar interior of aircraft is also increasing. Despite this increase in demand, domestic laws, regulations and management systems related to flight simulation training devices have remained unchanged since 2009. As a result, the criteria for designation of new or developed flight simulation training devices are ambiguous. In addition, proper improvement of the current system should be prioritized for designation of new devices such as UAM and VR, along with developing flight simulation training devices. It is intended to present measures to improve the domestic flight simulation training system by investigating and analyzing advanced cases overseas.

• 한국재난정보학회 논문집
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• 제2권1호
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• pp.3-18
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• 2006

Recently the demand for civil bodyguards and security guards shows rapid growth by the social development and improve the quality of life. However the supply and training system have some limitations in spite of the high demand guard-secretary. The main role of secretaries has been to accompany superiors in order to maintain their dignity or trait. But the secretaries are required to play additional roles of safety managers such as a security manager, a protocol manager, an intelligence manager and a protective driver in order to overcome the domestic and the international safety environment and to elevate the quality of service as a competitive work. So, the purpose of this article is to analyse current situation of civil body and security guard training industry and to seek an educational model. For it, the following questions will be examined. First, Do the professional training organizations meet social demand for the body and security guards? Second, What kind of training has to be provide for the body and security guards? and what the qualifications of the trainers? Then, what are the differences in training courses between private organizations and universities? Is there differences in the job placement among the trainers of private organizations and universities? etc.. In summary to meet the social demand common curriculum for the body and security guard will be drawn from the analyses of diverse training organizations with different training courses in contents, training periods, educational value, and social aim.

• 해양환경안전학회지
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• 제22권6호
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• pp.671-678
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• 2016

이 연구는 과거 안전교육 실적, 선원통계연보, 안전교육대상자, 안전교육증서의 유효기간, 선원의 취업률 및 정년퇴직 연령등의 여러 요소를 고려하여 안전교육대상인원을 예측하고, 선원안전교육 수행 기관의 교육 수용능력을 분석하여 안전교육 수요증대와 집중화 문제를 해소할 수 있는지 분석하였다. 향후 5년간 연평균 안전교육 수요는 선원법 기준으로 약 10,444명으로 예상되며, 현재 안전교육기관이 수용할 수 있는 적정 인원은 연평균 7,280여명으로 조사되었다. 따라서 선원법 개정에 따른 안전교육 수요증대에 효율적으로 대응하기 위해서는 안전교육시설을 확충하여 안전교육 수용능력을 확대할 필요가 있다.

• 한국산학기술학회논문지
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• 제12권11호
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• pp.5178-5187
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• 2011

반도체 산업에 대한 국가직무능력표준에 관련한 개발연구는 부분적으로 수행되었으나 국가직무능력표준을 활용한 산업현장의 훈련수요에 대한 조사와 분석은 이뤄지지 못한 실정이다. 또한 기존의 직업훈련 수요연구는 과부족인원 중심으로 수행되어 직무능력요소에 대한 질적 불일치의 문제가 존재한다. 따라서 본 연구는 반도체 산업을 대상으로 훈련수요 조사를 실시하고 직종별 직무기술요소의 상대적 중요도와 격차를 이용한 시급성 분석을 통해서 해당직종이 갖는 직무능력요소에 대한 정성적 분석결과를 제시하고자 한다. 연구 수행방법으로는 문헌연구와 더불어 반도체 산업에 특화된 직무능력요소의 수요조사를 수행하고, 직종과 직무, 그리고 각 직무능력요소의 정성적 수요를 분석하여 6개의 직종과 28개 직무별 직무능력요소에 대해서 인력수준별로 분석하였다. 또한 기업의 직무기술의 확보 방법과 인력의 충원방법을 분석하고 지역의 대표적 교육과정과 연계를 예시함으로써 직업훈련 프로그램의 적정한 공급 방안을 모색하고자 하였다.

• 한국실천공학교육학회논문지
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• 제3권1호
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• pp.127-135
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• 2011

기존의 과부족인원 중심의 정량적 분석을 위주로 하는 직업훈련 수요연구에서는 직무능력의 질적 불일치에 대한 문제점이 존재한다. 이에 대한 보완적 연구로써 특정한 산업과 관련한 직종 내 직무기술에 대한 정성적 분석을 통해 직업훈련 프로그램에 대한 개선논의가 필요하다. 본 연구는 디스플레이 산업을 대상으로 직종별 직무기술요소의 상대적 중요도와 격차를 이용한 시급성 분석결과를 제시하고, 이를 기반으로 정성적 상향식 훈련 프로그램의 설계 가능성을 논의하고자 한다. 연구 수행방법으로는 디스플레이 산업에 특화된 직무기술요소 수요조사를 수행하였으며, 직종과 직무, 그리고 각 직무기술요소의 정성적 수요를 분석하여 8개의 직종과 29개 세부직무별 직무기술요소들에 대해서 인력수준별로 제시하였다. 또한 기업의 직무기술의 확보방법을 분석하고 지역의 대표적 교육과정과 연계를 예시함으로써 직업훈련 프로그램의 적정한 공급 방안을 찾고자 하였다.

• 한국정보시스템학회지:정보시스템연구
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• 제31권3호
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• pp.197-220
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• 2022

Purpose The purpose of this study is to identifies the demand pattern categorization of repair parts of Automotive After-sales Service(A/S) and proposes a demand prediction model for Auto repair parts using Long Short-Term Memory (LSTM) of artificial neural networks (ANN). The optimal parts inventory quantity prediction model is implemented by applying daily, weekly, and monthly the parts demand data to the LSTM model for the Lumpy demand which is irregularly in a specific period among repair parts of the Automotive A/S service. Design/methodology/approach This study classified the four demand pattern categorization with 2 years demand time-series data of repair parts according to the Average demand interval(ADI) and coefficient of variation (CV²) of demand size. Of the 16,295 parts in the A/S service shop studied, 96.5% had a Lumpy demand pattern that large quantities occurred at a specific period. lumpy demand pattern's repair parts in the last three years is predicted by applying them to the LSTM for daily, weekly, and monthly time-series data. as the model prediction performance evaluation index, MAPE, RMSE, and RMSLE that can measure the error between the predicted value and the actual value were used. Findings As a result of this study, Daily time-series data were excellently predicted as indicators with the lowest MAPE, RMSE, and RMSLE values, followed by Weekly and Monthly time-series data. This is due to the decrease in training data for Weekly and Monthly. even if the demand period is extended to get the training data, the prediction performance is still low due to the discontinuation of current vehicle models and the use of alternative parts that they are contributed to no more demand. Therefore, sufficient training data is important, but the selection of the prediction demand period is also a critical factor.

• 한국생활과학회지
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• 제23권1호
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• pp.149-161
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• 2014

The purpose of this study was to investigate the nutrition teachers' operation and demand of dietary life education in Jeonbuk Province. The study was carried out using a self administered questionnaire and the subjects were 190 nutrition teachers. The questions were general characteristics of the subjects, operating status as frequency, place, the main use time, and training demand on dietary life education by elementary school and middle & high school, teaching career, and training hours. The results are as follows. Most of the subjects were female(98.9%), more than half were 40's(52.1%) in their age, school work career was 13.2 years. Frequency of the dietary life education operation was once per month(56.8%), 2~3 times per month(27.9%), and place of education were dinning room (49.7%), classroom(25.9%). Almost of the subjects(90.4%) recognized the facilities for education was lack, 89.3% of them did the education materials was lack, also. The desirable frequency of dietary life education was once per month(48.9%), and once per week(35.3%.) The half of the subjects recognized the objects of the dietary life education was not only students but also their parents and teachers. The proper education time was dietary life education tim (34.2%), discretion activity time(31.1%). Most of the subjects(95.7%) had willing to get training, the proper training program was 30 hours, and they prefer summer vacation(61.0%) than winter vacation(30.5%) and semester(8.6%). Proper experimental practice ratio of environment : health : thanks were 30% : 43% : 27%. It is concluded that the demand of nutrition teachers is necessary for their education program in elementary and middle & high school.

• Journal of Information Technology Applications and Management
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• 제25권4호
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• pp.67-77
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• 2018

With the types and targets of cyber attacks expanding and with personal information leaks increasing, the quantitative demand for information security specialists has increased. The base for training the workforce has expanded accordingly, but joblessness and job-seeking still coexist. To resolve the gap between labor demand and supply, education and training systems that can supply demand quickly are needed. It takes a considerable amount of time for information security education and new manpower supply through universities and graduate schools to be reflected in the market. However, if information security retraining is carried out in terms of career development of information security and related workforce, the problem of lack of experts could be solved in a relatively short period. This paper investigates and analyzes the information security work of the information security workforce, the degree of skill level, the need for retraining, and the workplace migration experience; it also discusses the direction of career development retraining.