• Journal of the Korean Institute of Intelligent Systems
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• v.14 no.6
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• pp.699-704
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• 2004

This paper proposes a Distributed Autonomous Robotic System(DARS) based on an Artificial Immune System(AIS) and a Classifier System(CS). The behaviors of robots in the system are divided into global behaviors and local behaviors. The global behaviors are actions to search tasks in environment. These actions are composed of two types: aggregation and dispersion. AIS decides one among these two actions, which robot should select and act on in the global. The local behaviors are actions to execute searched tasks. The robots learn the cooperative actions in these behaviors by the CS in the local. The proposed system is more adaptive than the existing system at the viewpoint that the robots learn and adapt the changing of tasks.

• 한국정보교육학회:학술대회논문집
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• 2007.01a
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• pp.365-372
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• 2007

뇌파는 대뇌피질에 분포하는 신경세포의 활동을 객관적으로 명확하게 표현해주기 때문에 학습자의 두뇌기능을 과학적으로 평가해준다. 따라서 학습에 의한 직접적인 효과를 알아보기 위해서는 두뇌사고활동을 수행하는 과정에서 학습자의 두뇌기능 상태에 대한 객관적인 검증이 필요하다. 또한 학습자의 학습과정에서의 활성뇌파를 분석 해봄으로써 학습에 영향을 미치는 뇌파가 무엇인지를 파악할 수 있다. 본 연구는 학습 및 학습에 영향을 미치는 정서와 관련된 뇌파연구를 고찰함으로써 영재아의 학습효과를 높이기 위한 뇌파 분석 및 조절 프로그램을 개발하는데 시사점을 찾아보고자 한다.

• Proceedings of the Korean Information Science Society Conference
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• 2003.10a
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• pp.586-588
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• 2003

급격한 교육 환경 변화와 정보 통신망의 보급.확대로 학교 교육의 정보통신 활용 학습 체제로의 전환이 가속화되고 있는 시대적 요청에 부응하여 가장 쉽게 인터넷에 접속할 수 있으면서, 학습자들이 흥미를 갖는 웹 기반 모듈형 교수.학습 자료를 개발하였다. 모듈형 웹 자료를 개발하고. 이를 교수.학습 활동에 적용하여 수업을 진행 한 결과 학습자들의 학습에 대한 흥미도와 학습 내용의 이해도 및 학업 성취도를 고취시켰으며, 또한 자기 주도적 탐구 학습이 가능하여 과학과 탐구 학습 수행 능력이 크게 향상되었다.

• Smart Media Journal
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• v.10 no.1
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• pp.32-38
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• 2021

Image classification through deep learning on the image from photographs has been a very active research field for the past several years. In this paper, we propose a method of automatically discriminating stone images from domestic source through deep learning, which is to use Python's hash library to scan 300×300 pixel photo images of granites such as Hwangdeungseok, Goheungseok, and Pocheonseok, performing data preprocessing to create learning images by examining duplicate images for each stone, removing duplicate images with the same hash value as a result of the inspection, and deep learning by stone. In addition, to utilize VGGNet, the size of the images for each stone is resized to 224×224 pixels, learned in VGG16 where the ratio of training and verification data for learning is 80% versus 20%. After training of deep learning, the loss function graph and the accuracy graph were generated, and the prediction results of the deep learning model were output for the three kinds of stone images.

• 대한공업교육학회지
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• v.36 no.2
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• pp.273-292
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• 2011

The Purpose of this research is to investigate how Project Based Learning(PBL) cognitive department and among the learner and instructor in the industrial highschool. Theoretical framework for the study is based on PBL, collaborative learning and module learning. The importance of the PBL has been continuously reviewed by many educational researchers. In addition, it was supported by previous research results. Based on theoretical frameworks and previous researches on the PBL provided design principles and method for learning in the industrial highschool. As a result of this study, we have developed and applied to investigate (1) differences between the types of departments(agriculture, industry, commerce) of cognition on learner's and instructor's task solving process, (2) correlation between the type of groups(learner, instructor) and type of departments(agriculture, industry, commerce) cognition on task solving process. The total of 100 learners and 50 instructors from industrial highschool in the study for the period of sixteen weeks. Based on the type of groups and departments, participants were divided into six groups such as learner and instructor of agriculture, industry, commerce department. The result of the study can be summarized as follows: First, in the study, between the types of departments(agriculture, industry, commerce) of cognition on learner's and instructor's task solving process are differences. Second, correlation between the type of groups(learner, instructor) and type of departments(agriculture, industry, commerce) of cognition on task solving process are differences. Although the differences were insignificant for cognition of PBL's help, however, four items(accomplishment, application subject, hereafter application) showed significant differences in performances. The implication of the result indicated the cognition of PBL in the industrial highschool seem significant for departments and subjects characteristic of learning. In future research it is recommended that PBL model designs should consider components of group and department types.

• 한국정보교육학회:학술대회논문집
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• 2006.08a
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• pp.301-306
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• 2006

학생들이 스스로 문제를 해결하는데 필요한 과정과 기술을 강조하는 STS 교육의 특징에 비추어 볼 때, 인터넷을 이용하여 의사소통과 정보 수집을 하고 자료를 의미 있게 종합할 수 있는 웹기반 교육을 적용하면 효과적일 것이다. 또한 학생의 창의성이나 문제해결력 등 고등사고 기능을 파악하고 신장시키기 위한 수행평가 또한 STS의 수업 목표를 달성하는데 효과적일 것이다. 이에 일반적인 STS 수업을 적용한 학급과 웹기반 교육의 장점과 수행평가를 가미한 STS수업을 적용한 학급의 학업성취도를 비교 분석하여 STS학습에서 웹기반 수행평가의 효과를 검증하고자 STS 학습을 지원하는 수행평가 시스템을 설계하였다.

• Journal of Korean Library and Information Science Society
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• v.46 no.3
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• pp.89-118
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• 2015

We had opened a course in the library and information science curriculum, developed and applied a syllabus and some manuals for this course, and analyzed the performance by conducting a survey before and after the training. As the results, first, the necessary components showed a positive relationship of 0.414 with the expected performance effects and showed a positive relationship of 0.452 with the expected learning outcomes. Second, the understanding degree of the Capstone Design course was 3.56 before implementing the curriculum. It was improved to 4.07 after implementing the educational courses. Third, the recognition of the components necessary for the Capstone Design course was improved from 4.13 to 4.39 after carrying out the course. Fourth, the perception of the expected performance effects of the Capstone Design course was improved from 3.77 to 3.88 after the course execution. Fifth, the perception of the expected learning outcomes of the Capstone Design course was improved from 3.79 to 4.22 after the course implementation.

• Korean Journal of Comparative Education
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• v.28 no.2
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• pp.1-21
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• 2018

The purpose of this study is to explore secondary school teachers' perceptions of student evaluations, focusing especially on students' performance in the classroom. The study selected Germany as a representative country where teachers' performance evaluation strongly affects students' school pathways. The researchers selected 4 English teachers and conducted in-depth interviews with them. The results indicated that German English teachers perceived students' performance as an individual evaluation and provided each student with oriented learning materials and evaluation results. The second, they used formative evaluations to confirm and motivate their students' learning process as well as peer assessments. The third, the German English teachers showed strong empowerment in the evaluation process. The fourth, they motivated to participation in-class activities teacher through performance evaluation considering fairness. Based on the results, future studies should need to observe real settings in the classroom and students' perceptions of their evaluations. the study also suggested using practical performance evaluations to enhance students' motivation and participation in the classroom. This study identified limitations of the research and made significant recommendations for future studies.

• Journal of Elementary Mathematics Education in Korea
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• v.12 no.1
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• pp.47-58
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• 2008

The 7th national curriculum shifts the fundamental spirit from teachercentered to learner-centered instruction. According to the shift, performance assessment has been emphasized in schools rather than using a variety of standardized tests. However, some researchers and educational policy-makers recently asserted that we need to return to the kind of standardized tests used in the past, giving up performance assessment, for it can actually not be implemented in classroom. This paper is written to refute their assertion. Performance assessment prove one's real worth when it is implemented in learner-centered instruction. Therefore, some assessment methods are discussed which can be used during learner-centered instruction.

• Journal of The Korean Association of Information Education
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• v.9 no.3
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• pp.549-560
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• 2005

Web-based distance teacher training should focus on increasing self-directed problem solving skills of trainers by problem-based instruction(PBL). Performance assessment evaluates achievement of learning goals through the practical performance learning to solve problems in the real situation. This study proposes a web-based performance assessment model for the distance teacher training. It reflects fairness and objectiveness issues of performance assessment which elementary teachers are concerned about through the survey on distance teacher training, and relieves instructors from overload of managing and scoring performance tests. The proposed model provides problem-based learning situations, interactions between individuals and groups, and web-based cooperative evaluation and the peer evaluation.