• Journal of the Korea Society of Computer and Information
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• v.15 no.9
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• pp.137-144
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• 2010

We've run leveled intense and supplementary study groups connected with JAVA regular classes for more effective learning of computer programming. We performed the test for evaluating learning understanding degrees between before and after study to analyze learning effect for three leveled study groups and a non study group, and we also analyzed the differences of learning understanding degrees among 4 learner groups by computer programming areas. As a result, we can reach the result what programming areas are effective to be operated by intense and supplementary study groups. Those areas are the area to improve the ability of programming applying concepts through in-depth understanding of concepts, and the area of programming through mixed knowledges related each other. The study group for low-leveled learners has most improved of four groups. Low-leveled group was behind the other study groups on programming application ability, but the group was more excellent than non study group in most programming areas.

• International Commerce and Information Review
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• v.15 no.1
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• pp.207-226
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• 2013

This study examined the impact of self-directed learning on job satisfaction, organizational commitment. Also, it verified moderating effects of organizational culture(centralization, decentralization) in the era of global competition. The results of this study are as followings: 1) self-directed learning(acceptance of responsibility for learning) is positively related to job satisfaction, organizational commitment, respectively. 2) centralization moderated on the relationship between self-directed learning(acceptance of responsibility for learning, self-confidence as a learner, future orientation) and organizational commitment. 3) decentralization moderated on the relationship between self-directed learning(future orientation) and organizational commitment. We discussed the implications of these of findings for both theory and practice.

• Journal of Digital Convergence
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• v.9 no.4
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• pp.291-303
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• 2011

The purpose of this study is to identify how native speakers' video-conference teaching influences self-efficacy according to the cognitive styles of elementary school students compared with native speakers' traditional co-teaching. The results of this study are as follows. First, there was the difference in the effect on self-efficacy according to the difference in three teaching methods. Second, there was not the difference in self-efficacy according to cognitive styles. Third, there appeared the interaction effect of teaching methods and cognitive styles on self-efficacy.

• The KIPS Transactions:PartA
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• v.11A no.2
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• pp.213-222
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• 2004

Today's Web-based teaching-learning is developing in the direction that learners select and organize the contents, time and order of learning by themselves. That is, it is evolving to provide teaching-learning environment adaptive to individual learners' characteristics(their level of knowledge, pattern of study. areas of interest). This study analyzed learners' learning paths among the variables of learners' characteristics considered important in Web-based teaching- learning process using the Apriori algorithm and grouped learners who had similar learning paths. Based on the result, the author designed and developed a learning-path individualization system In order to provide learners with learning paths, Interface, the progress of learning etc. The proposed system is expected to provide optimal learning environment fit for learners' pattern of study and to be enhancing individual learner's learning effects

• Proceedings of the Korean Information Science Society Conference
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• 2005.07b
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• pp.694-696
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• 2005

본 논문에서는 개선된 유전자 알고리즘과 역전파 신경망 알고리즘의 특징을 살펴보고, 비선형 모의자료를 이용하여 개선된 유전자 알고리즘 기반의 신경망 학습 효과와 역전파 신경망 알고리즘을 이용한 신경망 학습 효과를 비교해 본다. 유전자 알고리즘을 이용한 신경망 학습에는 개선된 신경망 제어기를 이용한다. 역전파 알고리즘을 이용한 신경망 학습에는 일반화 성능향상을 위한 인자들의 결합효과를 이용한다. 모의실험을 통하여 두 가지의 학습에서 학습 수령의 정도와 학습 속도 등을 비교하는 모의실험 결과를 개선된 유전자 알고리즘과 신경망 알고리즘의 학습 결과와 항께 제시한다. 모의실험의 결과로서 유전자 알고리즘을 적용한 개선된 신경망 제어기를 통한 학습 결과가 일반 신경망 학습 결과보다 초기 가중값을 작은 범위에서 발생시킬 때 수렴 정확도 및 학습 속도에서 좋은 결과를 나타내 주고 있다.

• The Journal of Korean Association of Computer Education
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• v.12 no.6
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• pp.1-9
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• 2009

Programming learning may help to enhance learners' complex problem solving abilities. However, it may cause excessive cognitive loads for learners. Therefore, selection of programming tools and design of teaching and learning strategies to minimize the learners' cognitive loads and to maximize the learning effects. A task centered Scratch programming learning program was developed to enhance problem solving abilities of middle school students. And then, we implemented the developed program in middle school programming classes and analysed the educational effects of the developed program. We found that the developed program was helpful in enhancing learners' problem solving abilities, especially in the element of 'troubleshooting', which explains ability of error detecting and correcting.

• 한국정보교육학회:학술대회논문집
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• 2009.08a
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• pp.221-226
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• 2009

문제해결력 및 의사결정능력 향상이라는 교육 목표를 달성하기 위한 대표적인 방법 중 협동학습은 큰 효과를 보인다. 이러한 협동학습은 학습 환경이 변화함에 따라 오프라인 협동학습에서 웹기반 협동학습으로 발전되었고 요즘은 웹2.0 기반의 협동학습까지 등장하고 있다. 그러나 웹2.0의 '참여, 공유, 개방' 개념의 교육적 활용을 높이기 위해서는 무선네트워크 환경이 필수적이다. 따라서 본 연구는 무선네트워크 환경의 웹2.0 기반의 협동학습 전략을 구안하고 적용함으로서 교육적 요구에 맞는 타당성과 효과성을 검증하였다. 또한 본 연구에서 제안하는 학습전략에서 웹2.0을 통한 온라인 학습지원시스템(WCLS) 활용 방안을 제시하고 이를 통해 협동학습의 효과를 높이기 위한 교사의 역할 모형을 제안한다.

• Proceedings of the Korea Information Processing Society Conference
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• 2004.11a
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• pp.493-496
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• 2004

본 연구에서는 신경망 학습의 중요한 평가 척도로써 고려될 수 있는 일반화 성능과 학습속도를 개선시키기 위한 방안으로써 초기 가중값과 학습률과 같은 주요 인자들을 이용한 신경망 학습 영향을 살펴본다. 특히 초기 가중값과 학습률을 고정시킨 후 새롭게 조정된 계수들을 점차적으로 변화시키는 새로운 인자 결합방법을 이용하여 신경망 학습량과 학습속도를 비교해 보고 계수조정을 통한 개선된 학습 영향을 살펴본다. 그리고 단순한 예제를 이용한 실증분석을 통하여 신경망 모형의 일반화 성능과 학습 속도 개선을 위한 각 인자들의 개별 효과와 결합 효과를 살펴보고 그 개선 방안을 제시한다.

• The Journal of Korean Association of Computer Education
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• v.15 no.2
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• pp.19-28
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• 2012

Recent popularity of smart devices and social media seem to increase much interests on social learning, Despite of positive expectation on technology-based social learning, there are not many successful cases and practices of how to apply hands-on technologies and measure educational results. In this study, we tried to promote idea-sharing among learners in a classroom using web-based peer-review of assignments on a specific topic. Then we investigated effects of idea-sharing among learners in terms of individual knowledge construction. Experimental results show that idea-sharing promotes knowledge convergence and divergence, and then knowledge construction at learner's own.

• Journal of The Korean Association For Science Education
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• v.22 no.3
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• pp.571-585
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• 2002

This is one of the basic research for inspecting the possibility of the development of logical thinking capability to make possible formal thinking. The 5th grade students (n=306) in the elementary school were participated in this study. Performing the 6 variable-controlling activities in the 'Thinking Science' program for one semester, the SRT II test and the Variable-Controlling test were operated to examine the effects on the development of the variable-controlling ability by treatments, gender, and cognitive levels. Performing of the variable-controlling activities was highly successive on the development of students' variable-controlling ability. Although learning effect on the ability of identifying causal variable was moderate, the abilities of controlling experimental condition, measurement of variable, and identifying result variable were significantly developed. There was statistically significant difference by gender. Girls showed better performance all the time in both groups. Boys in the experimental group were getting better gradually, so the difference by gender was somewhat decreased. Examining the variable-controlling ability by cognitive levels, students in the experimental group show significant increase in all levels, especially the students in early, mid, and mature concrete level show substantial learning effects. The results of this study implied that the variable-controlling activities in the 'Thinking Science' could be effective for learning of variable-controlling and eventually for the development of logical thinking capability to make possible formal thinking.