• International Journal of Computer Science & Network Security
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• 제22권3호
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• pp.245-251
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• 2022

In the context of the pandemic, educational institutions had to ensure an instant transition to remote technological models of communication within the new conditions of the educational environment. The purpose of the academic paper lies in determining the role of the communicative model of educational transformations in the realities of (post) modernity. The research methodology is based on a survey of 120 students from 10 higher educational institutions (HEIs) of Ukraine through an online form regarding the importance of live communication during a pandemic. Results. The communicative model changed significantly during the pandemic - the interaction was mainly due to technologies. The research has identified four communication models of educational transformations under the conditions of the pandemic, depending on learning models. The first traditional model of distance learning involves distance learning; the second model involves contact remote training using remote educational technologies; the third model is blended learning, which combines remote and traditional learning formats, synchronous and asynchronous modes of interaction; the fourth model is traditional contact training. The empirical study of the effectiveness of communication models proves that live communication remains extremely important for learning and understanding of educational materials by students, and technology has provided support for such communication. Along with this, seminars and video lectures with presentations combining live communication and communication technologies are as important as digital learning tools. The most effective teaching method for mastering and memorizing educational material was a live dialogue with a teacher at seminars in ZOOM, followed by individual written assignments on the studied topic.

• 한국인터넷방송통신학회논문지
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• 제11권2호
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• pp.73-81
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• 2011

이 글은 교사나 연구사들이 저작권 침해 걱정 없이 교육용 콘텐츠를 다운로드받아 자유롭게 이용하거나 자신이 직접 만든 교육용 콘텐츠를 업로드 하여 타인과 공유할 수 있도록 하기 위한 '교육정보자유이용체제'의 구축 방안에 관한 연구이다. 본 논문에서는 우선적으로 '교육정보자유이용체제'와 유사한 성격을 가진 국내외 공개교육자원(OER, Open Educational Resource) 서비스들의 구축 형태를 분석한다. 그리고 이러한 분석 결과를 바탕으로 '교육정보자유이용체제'를 단계적으로 확장하여 구축하기에 적합한 새로운 모델들을 제시한다. 본 논문에서 제시한 모델들은 '수요자 중심형 모델', '사용자 참여형 모델', '집중 관리형 모델', '콘텐츠 신디케이션형 모델'에 해당하는 네 가지 모델로써 단계적으로 확장하여 구축하는 것이 가능하기 때문에 이용자의 요구사항을 유연성 있게 수용할 수 있다. 특히 기존 '전국교육정보공유체제'가 가졌던 저작권 관련 문제점을 단계적으로 해결할 수 있는 장점을 가진다.

• Computers and Concrete
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• 제16권6호
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• pp.919-932
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• 2015

This paper presents a new method for assessing the three-point-bending (3PB) strength of mortar beams in a non-destructive manner, based on neural network (NN) models. The models are based on the radial basis function (RBF) architecture and the fuzzy means algorithm is employed for training, in order to boost the prediction accuracy. Data for training the models were collected based on a series of experiments, where the cement mortar beams were subjected to various bending mechanical loads and the resulting pressure stimulated currents (PSCs) were recorded. The input variables to the NN models were then calculated by describing the PSC relaxation process through a generalization of Boltzmannn-Gibbs statistical physics, known as non-extensive statistical physics (NESP). The NN predictions were evaluated using k-fold cross-validation and new data that were kept independent from training; it can be seen that the proposed method can successfully form the basis of a non-destructive tool for assessing the bending strength. A comparison with a different NN architecture confirms the superiority of the proposed approach.

• 농촌지도와개발
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• 제16권1호
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• pp.69-98
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• 2009

This study empirically studies the effects of Agricultural Technology Service Center's educational program for farmers on their incomes. The educational program for farmers has widely been managed in discourse and policy in Korea. In 2008, Agricultural Technology Service Center managed 88 educational program for farmers, where 6,409 farmers received a certificate. While there are important studies, most of them have concentrated on qualitative analysis and noneconomic effects to an educational program for farmers. This study tried to analyze whether or not there is an economic effect of an educational program for farmers, focusing on the relationship between the educational program for farmers and their income status. Multilevel models (or hierarchical linear models) were applied to this study. Multilevel model is a quantitative model of parameters that vary at more than one level and show hierarchical structures between levels. This study particularly accentuates that an educational program for farmers is more meaningful when it can raise farmers' incomes by region and by educational program for farmers.

• 한국안전학회지
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• 제19권4호
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• pp.129-134
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• 2004

Educational programs for promoting occupational safety and health have widely been established in advanced countries, such as United States and Germany, in the area of disaster prevention Focused attentions and investments for safety and health education have been placed especially for small and medium sized companies. Recently, information technologies have also been applied for the development and management of educational programs in those countries. It is also worth noting that a wide variety of incentive systems has been implemented for managers and workers to voluntarily Participate in safety and health education. Based on the brief survey on incentive systems in advanced countries, this study proposes two different incentive models, such as 'Supervision Exemption Model for Participants in Safety and Health Education' and 'Compensation Program fur Educational Expenses and Losses', which may efficiently be employed in Korea. These incentive models may contribute to revitalizing the occupational safety and health education which has recently been dwindled due to the changes in governmental regulations.

• 한국의상디자인학회지
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• 제18권4호
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• pp.47-62
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• 2016

As the occupational education in junior college is being searched to be connected to practical industrial settings at present, importance of field placement is now being heightened. Industrial field experience shall be developed as the work can be performed in the practical site based on the generally comprehensive contents through the applicable educational course rather than simply independent educational course. Furthermore, characteristics of the applicable major shall be reflected in the field placement to be connected to the industrial field experience so that image promotion of the major and other additional value of the major can be effectively operated. However, it is practical situation that most of the field placements are being operated separately from connection and characterization of the educational curriculum in spite of the variety of the industrial field experiences and works in the field sites. Thus, the author of the thesis would analyze practical cases of the industrial field experiences in the past and grasp the problems of them so that we can develop models of the industrial field experiences proper for characteristics of fashion related departments. Especially, through the study the author of the thesis has developed the practical educational model where the fashion majoring educational courses can be connected with the field placement in the school industry in which the practical environment is established as in the applicable industry. In addition, it is judged that Developed educational models can be realized for subsidiary companies with close relationship with the departments besides the school based enterprises.

• Safety and Health at Work
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• 제12권4호
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• pp.505-510
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• 2021

Background: Factors related to root causes can cause commonly occurring accidents such as falls, slips, and jammed injuries. An important means of reducing the frequency of occupational accidents in small- to medium-sized enterprises (SMSEs) of South Korea is to perform intensity analysis of the root cause factors for accident prevention in the cause and effect model like decision models, epidemiological models, system models, human factors models, LCU (life change unit) models, and the domino theory. Especially intensity analysis in a robot system and smart technology as Industry 4.0 is very important in order to minimize the occupational accidents and fatal accident because of the complexity of accident factors. Methods: We have developed the modern cause and effect model that includes factors of root cause through statistical testing to minimize commonly occurring accidents and fatal accidents in SMSEs of South Korea and systematically proposed educational policies for accident prevention. Results: As a result, the consciousness factors among factors of root cause such as unconsciousness, disregard, ignorance, recklessness, and misjudgment had strong relationships with occupational accidents in South Korean SMSEs. Conclusion: We conclude that the educational policies necessary for minimizing these consciousness factors include continuous training procedures followed by periodic hands-on experience, along with perceptual and cognitive education related to occupational health and safety.

• 한국경영과학회:학술대회논문집
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• 한국경영과학회 2007년도 추계학술대회 및 정기총회
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• pp.183-189
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• 2007

In this paper, we developed the fuzzy group method data handling-type (GMDH) Model and applied it to demand forecasting of educational expenses. At present, GMDH family of modeling algorithms discovers the structure of empirical models and it gives only the way to get the most accurate identification and demand forecasts in case of noised and short input sampling. In distinction to fuzzy system, the results are explicit mathematical models, obtained in a relative short time. In this paper, an adaptive learning network is proposed as a kind of fuzzy GMDH. The proposed method can be reinterpreted as a multi-stage fuzzy decision rule which is called as the fuzzy GMDH. The fuzzy GMDH-type networks have several advantages compared with conventional multi-layered GMDH models. Therefore, many types of nonlinear systems can be automatically modeled by using the fuzzy GMDH. A computer program is developed and successful applications are shown in the field of demand forecasting problem of educational expenses with the number of factors considered.

• Journal of Information Processing Systems
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• 제17권3호
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• pp.630-644
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• 2021

Educational data analysis is attracting increasing attention with the rise of the big data industry. The amounts and types of learning data available are increasing steadily, and the information technology required to analyze these data continues to develop. The early identification of potential dropout students is very important; education is important in terms of social movement and social achievement. Here, we analyze educational data and generate predictive models for student dropout using logistic regression, a decision tree, a naïve Bayes method, and a multilayer perceptron. The multilayer perceptron model using independent variables selected via the variance analysis showed better performance than the other models. In addition, we experimentally found that not only grades but also extracurricular activities were important in terms of preventing student dropout.

• 한국지구과학회지
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• 제26권5호
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• pp.387-394
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• 2005

본 연구는 과학 영재 프로그램을 개발하고 개선하는데 반영하고자 2002년도 서울 대학교 과학 영재 교육센터에서 운영된 과학 영재 프로그램의 각 주제에 제시된 학습 목표, 과학적 모형, 과학 탐구의 인지 과정을 분석하였다. 교육 목표와 과학적 모형, 탐구 활동의 세 요소들은 과학 교육 과정의 구성에 있어서 중요하다는 판단 아래 각 요소들이 제시된 정도를 파악한 후 이들의 수준이 영재 학생들의 인지적 요구를 충족시키는지에 초점을 두어 분석 결과를 해석하였다. 이에 따라 교육 목표의 인지 영역 중에서 상위 사고력 영역에 해당하는 종합 영역, 과학적 모형 중에서 상위수준의 추상성과 복잡성 모형인 다 개념-과정 모형, 과학 탐구의 인지 과정 중 창의성 영역에 해당하는 실험 설계의 인지 과정이 과학 영재 학생들을 가르치는 데 중요한 항목임을 전제하였다. 분석 결과 서울 대학교 과학 영재 프로그램의 각 주제에 제시된 교육 목표는 상위사고력 영역과 하위사고력 영역이 비슷한 비율로 나타나며, 그 중에서 종합 영역은 낮게 나타났다. 과학적 모형은 다 개념-과정 모형보다는 단일 개념 모형이 많았으며 추상성 수준은 중간 정도였다. 과학 탐구의 인지 과정은 실제 과학 탐구의 인지 과정을 고르게 다루지는 않았다. 특히 실험 설계의 인지 과정은 적게 다루고 있었다. 따라서 분석한 과학 영재 프로그램이 과학 영재들의 인지적 요구를 충족시키기 위해서는 종합 영역의 교육 목표, 다 개념-과정 모형, 실험 설계의 인지 능력을 더 많이 반영해야 한다.