• International Journal of Computer Science & Network Security
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• 제22권8호
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• pp.153-162
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• 2022

Relevance. Innovative activities in education should be aimed at ensuring the comprehensive development of the individual and professional development of students. The main idea of modular technology is that the student should learn by himself, and the teacher manages his learning activities. The advantage of modular technology is the ability of the teacher to design the study of the material in the most interesting and accessible forms for this part of the study group and at the same time achieve the best learning results. Innovative Moodle technology. it is gaining popularity every day, significantly expanding the space of teaching and learning, allowing students to study inter-faculty university programs in depth. The purpose of this study is to assess the quality of implementation of the e-learning system Moodle. The study was conducted at the South Ukrainian National Pedagogical University named after K. D. Ushinsky in order to identify barriers to the effective implementation of innovative distance learning technologies Moodle and introduce a new model that will have a positive impact on the development of e-learning. Methodology. The paper used a combination of theoretical and empirical research methods. These include: scientific analysis of sources on this issue, which allowed us to formulate the initial provisions of the study; analysis of the results of students 'educational activities; pedagogical experiment; questionnaires; monitoring of students' activities in practical classes. Results. This article evaluates the implementation of the principles of distance learning in the process of teaching and learning at the University in terms of quality. The experiment involved 1,250 students studying at the South Ukrainian National Pedagogical University named after K. D. Ushinsky. The survey helped to identify the main barriers to the effective implementation of modern distance learning technologies in the educational process of the University: the lack of readiness of teachers and parents, the lack of necessary skills in applying computer systems of online learning, the inability to interact with the teaching staff and teachers, the lack of a sufficient number of academic consultants online. In addition, internal problems are investigated: limited resources, unevenly distributed marketing advantages, inappropriate administrative structure, and lack of innovative physical capabilities. The article allows us to solve these problems by gradually implementing a distance learning model that is suitable for any university, regardless of its specialization. The Moodle-based e-learning system proposed in this paper was designed to eliminate the identified barriers. Models for implementing distance learning in the learning process were built according to the CAPDM methodology, which helps universities and other educational service providers develop and manage world-class online distance learning programs. Prospects for further research focus on evaluating students' knowledge and abilities over the next six months after the introduction of the proposed Moodle-based program.

• 한국의료질향상학회지
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• 제29권2호
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• pp.64-84
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• 2023

Purpose:Plaster splints are routinely performed in the Emergency Department (ED) and avoidable complications such as skin ulcerations and fracture instability arise mainly due to improper techniques. Despite its frequent use, there is often no formal training on the fundamental principles of plaster splint application for a medical officer rotating through ED. We aim to use Quality Improvement (QI) methodology to reduce number of incorrect plaster splint application to improve overall patient care via a bundled educational solution. Methods: We initiated a QI program implementing concepts derived from the Institute for Healthcare Improvement models, including Plan-Do-Study-Act (PDSA) cycles, to decrease the rate of incorrect plaster splint application. A bundled education solution consisting of three sequential interventions (practical teaching session, online video lecture and quick reference cards) were formulated to specifically target critical factors that had been identified as the cause of incorrect plaster splints in ED. Results: With the QI intervention, our overall rate of incorrect plaster splints was reduced from 84.1% to 68.6% over a 6-month period. Conclusion: Following the QI project implementation of the bundled educational solution, there has been a sustained reduction in incorrect plaster splints application. The continuation of the training program also ensures the sustainability of our efforts in ED.

• East Asian mathematical journal
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• 제38권2호
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• pp.187-214
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• 2022

This study compares the functions of the Learning Management Systems (LMS) in three widely used Edu-Tech platforms, that support students' individualized learning by using the learning characteristics of the students. The rapid advances in artificial intelligence (AI) are broadening their impacts in the education industry, and play a broad role in supporting student learning. In many countries, online classes have become a norm due to the COVID-19 crisis, and the demand for Edu-Tech in classes has increased rapidly. As a result, many countries, including South Korea, are now preparing and implementing various policy measures to adopt Edu-Tech in the class setting. Therefore, in this study, we analyze and compare the structures and characteristics of the three widely used Edu-Tech platforms that support individualized mathematics learning. In particular, we compare the LMSs of the three platforms by considering the elements such as learning design, learning management, learner analysis, learning result analysis, and student management functions. The results of this study give implications in the future directions to take on how to build Edu-Tech platform models that promote students' individualized mathematics learning in public education.

• 문화기술의 융합
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• 제9권3호
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• pp.159-166
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• 2023

본 지능정보사회에서 인문학은 기술 자체만큼이나 중요성을 지닌다. 감성적이고 인간성을 반영한 인간 중심의 융복합 정보기술(IT)은 예측하기 어려운 미래 시대에 낙관적 전망을 가진 독보적 기술이라 할 수 있다. 이러한 연구 배경에 따라 본 논문은 융복합 교육모델들에 관한 선행연구 분석을 통해 초·중등학생, 예비교원, 현직교원, 학교 관리자, 일반인 등 여러 학습자의 IT인문학 역량을 제고할 수 있는 교육을 구성할 수 있는 교육모델을 제안하였다. 나아가, 제안하는 모델의 실천적 측면을 면밀히 고찰하여 제안하는 교육모델이 교육 현장에 안정적으로 접목되고 활용될 수 있도록 하였다. 본 논문에서 제안하는 교육모델의 실천 전략은 총 7가지로 교재 및 교수·학습자료 연구, 연구 성과의 대중적 확산 활동 및 교육 연계 활동의 활성화, 메이커 스페이스 조성, 글로벌 공동연구, 온라인 교육 운영, 리빙랩 거버넌스 구축, 지속 가능한 실천 교육을 위한 자생플랫폼 다각화 등을 포함한다. 향후 전문가 Delphi를 통한 타당도 검증이 후속 연구로 요구된다.

• 컴퓨터교육학회논문지
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• 제10권1호
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• pp.77-88
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• 2007

PMP(Portable Multimedia Players)와 같은 모바일 정보기기를 학습에 활용하는 경우에는 기존 학습모델과는 차별화된 적용모델이 필요하다. PMP는 비디오, 오디오, 이미지, 사운드, 비디오 등과 같은 서로 다른 포맷의 미디어들을 저장, 이동, 플레이 하는데 융통성을 가지고 있다. 본 연구의 목적은 기술수용모델을 확장하여 PMP를 학습목적에서 사용하는 사람들을 대상으로 그들의 PMP 사용과 수용에 영향을 미치는 유인요인들을 탐색하는데 있다. 온라인 서베이 분석결과, 지각된 유용성, 지각된 용이성, 플로우, 지각된 유의성이 PMP 사용 만족에 통계적으로 유의한 영향을 미치는 것으로 나타났다. 또한, 지각된 용이성과 콘텐츠 신뢰가 지각된 유용성에 유의한 영향을 가지며, 지각된 유용성, 지각된 용이성, 지각된 유희성 요인이 플로우에 유의한 영향력을 가지는 것으로 나타났다. 이 과정에서 PMP를 학습에 활용하는 시사점 및 한계 등도 논의하였다.

• 산업경영시스템학회지
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• 제47권1호
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• pp.41-50
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• 2024

Korea is facing a significant problem with historically low fertility rates, which is becoming a major social issue affecting the economy, labor force, and national security. This study analyzes the factors contributing to the regional gap in fertility rates and derives policy implications. The government and local authorities are implementing a range of policies to address the issue of low fertility. To establish an effective strategy, it is essential to identify the primary factors that contribute to regional disparities. This study identifies these factors and explores policy implications through machine learning and explainable artificial intelligence. The study also examines the influence of media and public opinion on childbirth in Korea by incorporating news and online community sentiment, as well as sentiment fear indices, as independent variables. To establish the relationship between regional fertility rates and factors, the study employs four machine learning models: multiple linear regression, XGBoost, Random Forest, and Support Vector Regression. Support Vector Regression, XGBoost, and Random Forest significantly outperform linear regression, highlighting the importance of machine learning models in explaining non-linear relationships with numerous variables. A factor analysis using SHAP is then conducted. The unemployment rate, Regional Gross Domestic Product per Capita, Women's Participation in Economic Activities, Number of Crimes Committed, Average Age of First Marriage, and Private Education Expenses significantly impact regional fertility rates. However, the degree of impact of the factors affecting fertility may vary by region, suggesting the need for policies tailored to the characteristics of each region, not just an overall ranking of factors.

• 컴퓨터교육학회논문지
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• 제18권1호
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• pp.81-97
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• 2015

최근 학계와 교육현장의 관심과 주목을 받고 있는 거꾸로 교실은 학업성취도, 학습태도, 협력학습, 자기 주도 학습 능력 등에 긍정적 효과를 가지고 있다는 많은 교육적 장점에도 불구하고 상당수의 실행상의 문제점과 어려움이 존재한다. 이에 본 연구는 거꾸로 교실에 대한 교사 및 예비교사의 인식 조사를 통해 거꾸로 교실의 교육적 적용 가능성을 탐색하는데 그 궁극적인 목적이 있다. 이를 위해 선행연구 및 사례 등을 기반으로 거꾸로 교실의 교수 학습모형 및 가이드라인에 대한 분석을 실시한 다음, 실제 현장 적용 시 충족되어야 할 교육적 선행 조건을 탐색하여 이를 바탕으로 예비교사 156명과 현직교사 42명을 대상으로 교육적 적용 방향 및 인식에 대해 조사를 실시하였다. 조사결과, 전체 80% 이상의 참여 교사들이 거꾸로 교실을 활용할 의사를 보여주었고 사전학습활동 자료 및 가이드라인이 제공되기를 희망하였다. 교사들은 거꾸로 교실을 적용하기에 최적의 학습대상은 중학생과 대학생으로 여겼으며, 최적의 과목은 사회, 과학, 국어, 영어 순으로 나타났으며, 사전학습활동 자료 형태로 동영상을 손꼽았다.