• The Journal of the Institute of Internet, Broadcasting and Communication
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• v.16 no.2
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• pp.137-144
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• 2016

The purpose of this study is to investigate the structural relationships among goal orientation, teaching presence, approaches to leaning, satisfaction and academic achievement. For this study, the web survey was administered to 235 learners who participated in distance lifelong education centers of A, B, and C university in South Korea. Structural equation modeling (SEM) analysis was conducted in order to examine the causal relationships among the variables. The results indicated that first, mastery-approach goal and teaching presence had positive effects on deep approach. Second, mastery-approach goal showed negative effects on surface approach, while teaching presence did not. Third, deep approach had positive effects on satisfaction, Fourth, surface approach had negative effects on satisfaction. Fifth, deep approach showed positive effects. Last, surface approach showed negative effects on academic achievement. Based on the result of the research, the study propose the constructive foundation for providing strategies raising the satisfaction and academic achievement in distance life-long education.

• Proceedings of the Korea Information Processing Society Conference
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• 2000.10a
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• pp.281-284
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• 2000

시계열 예측에 있어서 과거의 측정치 보다 최근의 측정치가 미래의 측정치 예측에 중요한 영향을 미친다. 시계열 예측에 있어서 최근의 측정치와 과거의 측정치가 미래의 값을 예측하는 인자로서 차별화 되어 학습해야 할 것이다. 기존의 시계열에 대한 신경망 접근에서는 최근의 측정치에 대한 학습 패턴과 과거의 측정치에 대한 학습 패턴을 동일하게 학습하였다. 이 논문에서는 과거의 학습패턴과 최근의 학습 패턴을 학습 횟수 면에서 차별화 하였다. 이러한 학습을 이 논문에서는 차별학습이라 한다. 차별학습에서는 주어진 학습 패턴을 시간 순으로 나열하고 일정 개수로 분할한다. 시간의 역순에 의해 등차 또는 등비의 형태로 학습 횟수를 설정한다. 각 학습 패턴의 분말집단을 시간의 역순으로 일정 횟수를 감소시켜 학습 횟수를 설정하는 등차차별학습과 일정 비율로 감소시켜 학습횟수를 설정하는 등비차별학습을 소개한다. 기존의 신경망 접근 방법과 이 논문에서 제안한 신경망 접근방법을 비교하기 위해 Mackay-Galss 공식에 의해 인공적으로 생성된 시계열 데이터를 예로 사용하였다.

• Proceedings of the Korea Contents Association Conference
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• 2011.05a
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• pp.233-234
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• 2011

액션러닝은 팀기반으로 실제의 문제를 해결하는 교수-학습방법이다. 최근 대학에서 액션러닝을 도입하여 대학의 현장적합성을 반영하고, 이론과 실제를 겸비한 교육으로의 변화를 추구하는 움직임이 일어나고 있다. 그러나 학습자들이 강의식 수업 또는 다른 팀기반 학습에 비하여 많은 학습노력에 대한 부담감을 느끼고 있으며 교수자들이 이에 대한 수업의 불성실한 참여 및 불만족을 우려하고 있다. 이에 이 연구에서는 학습자들의 성취목표지향성이 학습과정의 개인 노력과 팀노력 그리고 결과만족을 설명할 수 있을 것이라 보고 이들의 관계를 탐색하였다. 분석 결과 숙달접근의 학습자들은 학습노력을 많이 기울이며 결과에도 만족하는 것으로 나타났으며 회피접근보다는 수행접근의 학습자들이 학습 노력을 많이 기울이며 학습결과도 만족하는 것으로 해석되었다. 따라서 액션러닝을 설계하고 운영할 때, 수업방법의 의미와 학습노력 및 결과에 대한 의미부여와 공감을 충분히 하여 숙달접근이 아닌 다른 성취 목표지향성을 보이는 학습자들을 독려할 수 있어야 하겠다.

• The Journal of Korean Association of Computer Education
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• v.14 no.1
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• pp.169-174
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• 2011

Recently, Korean government has, enacted "Individuals with Disabilities anti-Discriminatory Act" in 2008, and is actively promoting the law. However, it is still at its infancy in comparison to other advanced countries in terms providing access for all users. Educational digital contents offered through cyber home learning need to be universally designed to include all learners. This study, I have analyzed the accessibility of K cyber home learning contents using FAE tool, and the result showed low scores or failed for 'HTML Standards', 'Scripting' and the 'Text Equivalents.' To assist digital contents' accessibility, UDL 7 principles could be use to improve accessibility and universality for learner-centered designs. Use of UDL will include learners with and without disabilities to learn from educational digital contents.

• Journal of The Korean Association For Science Education
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• v.30 no.5
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• pp.668-680
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• 2010

In this study, we investigated the characteristics, the mapping understanding, the mapping errors, and the perceptions of student-generated analogies on the separation of mixtures using the sizes of particles by elementary school students' approaches to learning. Fourth graders (N=92) were selected and administered with the tests on the approaches to learning, self-generating analogies, and perception of self-generating analogies. The results revealed that the meaningful learners made more analogies, especially structural/functional, enriched, and higher systematic ones than the rote learners. However, there were little difference in students' approaches to learning in the subcategories of representation (verbal, pictorial, and verbal/pictorial), artificiality (artificial and everyday), and abstraction (abstract and concrete). The meaningful learners had deeper understanding of the analogy and fewer mapping errors than the rote learners. In addition, the numbers of the shared attributes included in student-generated analogies and the scores of the mapping understanding of the meaningful learners were significantly higher than those of the rote learners. Many students, regardless of students' approaches to learning, had positive perceptions of the self-generating analogies in various cognitive and motivational aspects. However, they also point out the various difficulties in the self-generating analogies as their disadvantages. Educational implications of these findings are discussed.

• Smart Media Journal
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• v.10 no.1
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• pp.55-62
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• 2021

We applied machine learning of semi-supervised learning, transfer learning, and federated learning as examples of AI use cases that can be applied to the three major industries(Automobile industry, Energy industry, and AI/Healthcare industry) of Gwangju Metro-city, and established an ML strategy for AI services for the major industries. Based on the ML strategy of AI service, practical approaches are suggested, the semi-supervised learning approach is used for automobile image recognition technology, and the transfer learning approach is used for diabetic retinopathy detection in the healthcare field. Finally, the case of the federated learning approach is to be used to predict electricity demand. These approaches were tested based on hardware such as single board computer Raspberry Pi, Jaetson Nano, and Intel i-7, and the validity of practical approaches was verified.

• Journal of Convergence for Information Technology
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• v.10 no.10
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• pp.196-202
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• 2020

This study explores conceptions of learning management and examines the effects on study approach and critical thinking. Undergraduates majoring or minoring in management were gathered through convenient sampling and participated in the online survey. A total of 88 responses were analyzed. The results reveal that there is no significant gender or grade difference on conceptions of learning management. Conceptions of "test" and "seeing in a new way" are associated with deep study approach, whereas conceptions of 'test' is associated with surface study approach. Conceptions of "seeing in a new way" has a significant effect on critical thinking. The findings may inform redesign of instruction or curriculum especially focusing on improving high-quality thinking skills as the learning outcomes.

• Journal of The Korean Association For Science Education
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• v.25 no.3
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• pp.371-381
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• 2005

In this study recent trends of research about beliefs in physics education were discussed and cultural approaches were suggested. Cultural aspects in the contexts of science education were discussed and diverse aspects of beliefs in physics education-beliefs about nature, physics, learning physics, value and expectation, and learning physics-were analyzed considerating cultural aspects. Finally, directions for future studies about beliefs and cultural approaches in physics education were suggested.

• Journal of Internet Computing and Services
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• v.8 no.2
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• pp.117-135
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• 2007

There are two purposes of this study; 1) to identify the perception about Web accessibility of students with disabilities and their Web-based Instructional personnel (WBI personnel) in higher education, and 2) to find out effective WBI design strategies actually used by WBI personnel to design and develop accessible Web-Based instruction for students with disabilites. Sixteen students with disabilites and their WBI personnel at a mid-western university in US were recruited for individual interviews. The results showed that WBI personnel did not know about Web accessibility and were not well prepared to make their WBI accessible. They have to provide the equality and quality of life to students with disabilites by making their instruction accessible. They felt that they could not guarantee whether their WBI was accessible even after meeting current standards and guidelines. WBI personnel also suggested that they had to provide students with disabilites with various methods and use appropriate instructional design strategies in order to address their needs. Finally, some effective instructional design used by WBI personnel in order to make WBI accessible were listed.

• Proceedings of the Korea Information Processing Society Conference
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• 2011.04a
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• pp.1588-1591
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• 2011

통합교육의 실시와 다문화 가정의 자녀 증가 등으로 학교 교실의 구성원들이 다양화 되고 있다. 그러나 제한적인 매체와 전통적인 교육과정, 교수방법 및 평가 등의 사용으로 학습자들의 다양성을 고려되지 못하고 있다. 본 연구는 디지털화 교수매체의 활용함으로써 다양한 학습자들의 정보에 대한 접근성을 보장해 주고 나아가 교육현장에서 보편적 학습설계(Universal Design for Learning: UDL)를 적용하여 학습자의 다양성을 보장하는데 그 목적을 둔다. 교육현장에 UDL 적용에 대한 예비교사와 현직교사의 그룹 토론을 통해, UDL의 적용가능성과 적용함에 있어서 어려움을 알아보았다. 그 결과, 정해진 교육과정과 교재, 다양한 학습자에 대한 교사의 전문성 부족, 학생들 간의 학습 차이, 학급당 많은 학생수, 교사의 많은 업무량 등 여러 가지 문제점으로 UDL 적용이 어렵다고 하였다. 해결방안으로 교수설계에 UDL의 적용과 다양한 디지털화 교수매체의 활용으로 접근성 보장을 제안하였다. 교육현장에서의 UDL 확대와 다양한 학습자들의 접근성이 보장된 교육을 할 수 있도록 교사들이 수업에서의 UDL 적용 방안에 대해 제시하였다.