• Annual Conference of KIPS
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• 2009.11a
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• pp.413-414
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• 2009

본 논문은 스크립팅 기반의 탐구학습을 위한 가상현실 저작용 시스템인 SASILE을 보완하여 프로그래밍 경험이 없는 일반 사용자들이 손쉽게 탐구 학습을 위한 교육용 가상현실 환경을 구현하고 활용할 수 있도록 개발한 드로잉 인터페이스 기반의 DEVISE(Drawing Environment for VR-based Inquiry-learning Science Education)에 대해 설명한다. 그리고 간단한 사용성 평가를 통해 DEVISE의 효용성에 대해서 논한다.

• Journal of the Korean Chemical Society
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• v.60 no.1
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• pp.39-47
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• 2016

The purpose of this study was to investigate the impact of negotiation in Argument-Based Inquiry on students’ claim and evidence. A total of 126 first grade middle school students participated in this study and they performed five Argument-Based Inquiry (ABI) programs for one academic a year. To investigate the process of generating claim and evidence through the ABI, we interviewed students after they completed five ABI activities. The study findings showed that students ability to make claim and evidence improved as they progressed from individual activity to group activity in ABI activity and as ABI activities. The results also showed that students generated high level of claim and evidence through internal and external negotiation in ABI programs.

• Annual Conference on Human and Language Technology
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• 2018.10a
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• pp.305-309
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• 2018

딥러닝에서 층을 공유하여 작업에 따라 변하지 않는 정보를 사용하는 multi-task learning이 다양한 자연어 처리 문제에 훌륭하게 사용되었다. 그렇지만 우리가 아는 한 공유 공간의 상태와 성능과의 관계를 조사한 연구는 없었다. 본 연구에서는 공유 공간과 task 의존 공간의 자질의 수와 오염 정도가 성능에 미치는 영향도 조사하여 공유 공간과 성능 관계에 대해서 탐구한다. 이 결과는 multi-task를 진행하는 실험에서 공유 공간의 역할과 성능의 관계를 밝혀서 시스템의 성능 향상에 도움이 될 것이다.

• Annual Conference of KIPS
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• 2024.05a
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• pp.65-68
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• 2024

이 연구는 PIM(Processing-in-Memory) 아키텍처를 활용하여 General Matrix Multiplication(GEMM)의 최적화 기법을 UPMEM PIM 을 통해 탐구한다. 본 연구는 CPU 에서 경험하는 메모리 대역폭의 제한을 극복하고 병렬 처리 구조를 활용함으로써 GEMM 연산에서 PIM 의 잠재적 이점을 확인한다. 또한 연속된 세 개의 행렬 곱셈에 대한 효율성을 평가하고, 데이터 전송 시간이 성능 최적화의 주요병목 현상으로 작용하는 것을 확인한다. CPU 에서 UPMEM 커널로 전송되는 데이터의 양을 한 번에 늘리면서 전송 횟수를 줄이는 방법을 사용하여 CPU 에 비해 성능을 최대 6.57 배 향상시켰다.

• Journal of the Korean Chemical Society
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• v.45 no.5
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• pp.470-480
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• 2001

The purpose of this study was to investigate the effects of science inquiry experiments emphasizing social interaction on the development of process skills of the students. The social interactions by cognitive level of the students were also analyzed. For this study, 197 8th grade students were sampled. They were divided into an experimental group and a control group. During four-month period, the experimental group received science inquiry experiments treatment emphasizing social interactions while the control group received traditional treatment. Not only science inquiry ability pretest-posttest, but also multiple data collection method such as a questionnaire, class observation, and audio/video recording were used in collecting the data. According to the results of this study, it was found that the mean score of the experimental group was significantly higher than that of the control group at 0.05 level. It was also found that the students of high cognitive level led the peers and participated in the class discussion actively with the teacher while the students of low cognitive level followed the students of high cognitive level and showed inactive interaction with the teacher. Analysis of the students' perceptions on inquiry experiments showed that students participated in discussion actively in the class as these experiments gave an opportunity for them to discuss and were able to solve the problems with peers' help through discussion.

• Proceedings of the Korean Society of Computer Information Conference
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• 2019.01a
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• pp.45-46
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• 2019

본 논문에서는 Upper Confidence Bound (UCB)를 이용한 효율적인 패킷 스케줄링 기법을 제안한다. 기존 e-greedy 등 강화학습의 보상을 극대화 할 수 있는 행동을 선택하는 것과 다르게, 제안된 UCB를 이용한 강화학습 패킷 스케줄링 기법은 각 상태에서 행동을 선택한 횟수를 추가적으로 고려한다. 이는 보다 효율적인 강화학습의 탐구(Exploration)를 가능케 한다. 본 논문에서는 컴퓨터 시뮬레이션을 통하여 제안하는 UCB를 이용한 강화학습 패킷 스케줄링 기법이 기존의 e-greedy 및 softmax를 기반으로 한 패킷 스케줄링 기법에 비해 정확도 측면에서 향상된 정확도를 보인다.

• Journal of the Korean earth science society
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• v.37 no.7
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• pp.476-488
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• 2016

The purposes of this study were to develop a scientific inquiry-based STEAM education program and to investigate its effect on changing middle school students' self-efficacy in science, job awareness, and attitudes toward STEM. A scientific inquiry-based STEAM program was developed with the theme of 'earthquakes', using the ADBA model, which was taking up the total of six class periods. The final program, which had been revised and completed after being pre-tested with middle school students, was implemented to 105 third-graders of middle school in a metropolitan city. One sample pre-post paired t-test before and after applying the program to the same group was conducted, and its effectiveness was analyzed in terms of self-efficacy in science, job awareness, attitudes toward science, technology, engineering and mathematics. Results showed that the STEAM program on the theme of 'earthquakes' demonstrated its effect on improving the students' of self-efficacy in science subject and their awareness of science-related jobs. Furthermore, this program indicated a statistical significance in improving middle school students' attitudes, awareness, and abilities, values, and continuing interest towards science, technology, engineering, and mathematics. Therefore, we suggest that this scientific inquiry based STEAM program be used to help students to improve their scientific investigation skills as well as their creative and integrated thinking abilities in schools.

• Journal of the Korean Chemical Society
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• v.59 no.1
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• pp.78-87
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• 2015

The purpose of this study was to investigate the argumentation of middle school students during the argument-based inquiry. A total of sixty eight 8th grade middle school students participated in this study and they performed six argument-based inquiry programs. Data were collected from two of the latest programs by audio-recording and transcription of each group engaging in argumentation. The study findings showed that; first, the most frequent element of argumentation in the all of stages of the two programs was following order: 'claim' and 'request and response' and 'simple agreement'. The most active argumentation was showed at the designing experiments stage and the most inactive was showed at the generating questions stage. Second, as a result of analyzing the argumentation level for each stage of the argument-based inquiry, a high level of argumentation was shown at the claim and evidence stage, and a low level of argumentation was shown at the generating questions stage in the argumentation structure. As a result of the validity of argumentation, the validity of argumentation was the highest level in the claim and evidence stage.

• Journal of The Korean Association For Science Education
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• v.37 no.4
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• pp.669-677
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• 2017

The purpose of this study is to estimate the direct and indirect effects of relevant variables on students' science achievements. Path analysis was conducted with data from middle school to examine the effects of perceived positive parenting attitudes, attitudes toward science, science inquiry skills on the science achievements of middle school students. A total of 502 middle school students from the metropolitan area participated in this study. Results suggest that students' perceptions of positive parenting attitudes had no direct influence on their science inquiry skills. However, the students' attitudes toward science and science inquiry skills were found to have meaningful direct effects on their achievements. Students' perception of positive parenting attitudes also presented a significant direct effect on their attitude toward science. In addition, the students' perceived positive parenting attitude revealed an indirect effect on science achievement, through their own attitudes toward science and science inquiry skills. Research findings called for more educational programs and teaching methods considering students' attitudes toward science and science inquiry skills to improve their science achievements. At home, parents need to have positive parenting attitudes to influence their children's attitudes regarding science.

• Journal of Science Education
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• v.46 no.3
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• pp.293-311
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• 2022

In this study, a restriction enzyme mapping inquiry experiment was developed for cultivating basic knowledge on molecular biology and the effects on inquiry experiment ability and positive experience on science through student-centered molecular biology inquiry experiment class for second graders of a general high school was analyzed. First of all, it was found that the experimental class through the inquiry experiment was significantly effective as the percentage of high school students who answered 'yes' or higher in the positive science experience of general high school students was higher after than before the test. As a result of developing and applying a series of five classes for the creation of restriction enzyme maps, not only did the students' interest in science studies, but also their class participation increased. They were also used as effective specific science learning motives, science career aspirations and experience data. The science environment of the inquiry experiment class led to the improvement of students' learning attitudes and positive science experience, which had a positive effect on the importance of class concentration and class quality, active communication and mutual cooperation among students. In addition, inquiry and experiment classes will provide opportunities for career experience, which will become the foundation for cultivating basic knowledge on molecular biology and advancing to science and engineering.