• Title/Summary/Keyword: 준교사 학습

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Semi-supervised domain adaptation using unlabeled data for end-to-end speech recognition (라벨이 없는 데이터를 사용한 종단간 음성인식기의 준교사 방식 도메인 적응)

  • Jeong, Hyeonjae;Goo, Jahyun;Kim, Hoirin
    • Phonetics and Speech Sciences
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    • v.12 no.2
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    • pp.29-37
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    • 2020
  • Recently, the neural network-based deep learning algorithm has dramatically improved performance compared to the classical Gaussian mixture model based hidden Markov model (GMM-HMM) automatic speech recognition (ASR) system. In addition, researches on end-to-end (E2E) speech recognition systems integrating language modeling and decoding processes have been actively conducted to better utilize the advantages of deep learning techniques. In general, E2E ASR systems consist of multiple layers of encoder-decoder structure with attention. Therefore, E2E ASR systems require data with a large amount of speech-text paired data in order to achieve good performance. Obtaining speech-text paired data requires a lot of human labor and time, and is a high barrier to building E2E ASR system. Therefore, there are previous studies that improve the performance of E2E ASR system using relatively small amount of speech-text paired data, but most studies have been conducted by using only speech-only data or text-only data. In this study, we proposed a semi-supervised training method that enables E2E ASR system to perform well in corpus in different domains by using both speech or text only data. The proposed method works effectively by adapting to different domains, showing good performance in the target domain and not degrading much in the source domain.

A Practice of Content Area Reading in the Pre-service Teacher Education (예비교사교육에서 수학 교과 독서 활동 지도 사례)

  • Kim, Nam Hee
    • School Mathematics
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    • v.15 no.2
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    • pp.405-427
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    • 2013
  • In this study, we have accomplished content area reading activities for pre-service teachers since 2003. These activities were guided each year to students of the college of education. We proceeded our content area reading activities by four courses. Four courses consisted of reading the book, discussion of reading, announcement of the results, reminding announcement. After content area reading activities, the pre-service teachers have learned naturally the knowledge and ideas that will help in teaching mathematics. And they have shared and expand their knowledge and ideas with colleagues. Moreover the pre-service teachers came to realize that content area reading is very important in pre-service mathematics teacher education. In the study, it was suggested that there is a need to provide opportunities to experience the content area reading for pre-service teachers in mathematics teacher education.

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Orientation toward Teaching of Science Teachers Showed in Lesson on Law of Definite Composition in Middle School and the Factors Which Influenced Its Formation (중학교 일정성분비의 법칙 수업에서 나타난 과학교사의 교수지향과 그의 형성에 영향을 준 요인)

  • Kim, Jin-Hee;Choi, Byung-Soon
    • Journal of Science Education
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    • v.38 no.1
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    • pp.103-119
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    • 2014
  • The purpose of this study was to investigate orientation toward teaching of science teachers had shown in lesson on Law of Definite Composition for middle school students and the factors which influenced its formation. To achieve this, we collected survey materials by recording and analyzing lessons of 8 teachers, interviewing them, and using CoRe questionnaire. From teachers' activities in lessons, we found their orientation toward science teaching, and through analyzing collected materials, drew the factors which influenced the formation of orientation toward science teaching. The result identified two types of orientation toward science teaching: activity-directional and lecture-directional. The former, activity-directional was categorized further as exploration and non-exploration; the latter as interaction-centered and content delivery. The main factors which affected the formation of orientation toward science teaching were reflective thinking through teaching experiences, interaction with colleagues, consideration on education environment, training as a learner, and their own interest and curiosity. Among them, the reflective thinking through teaching experiences was strongest cause, and teacher's interest and curiosity was even limited, also influenced positively. On the other hand, unlikely other factors, consideration on education setting affected negatively to build teacher's teaching orientation. Interaction with colleagues, training for teachers by universities and graduated schools acted on a bit, but had a limit just for mainly developing science content knowledge.

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Primary school teacher recognition for distance learning due to COVID-19 - Focusing on science classes - (COVID-19 상황에서 온라인 비대면 수업에 대한 초등교사의 인식 - 과학교과를 중심으로 -)

  • Kang, Eugene;Jeong, Dojun;Park, Jihun;Kim, Jina;Park, Jongseok;Nam, Jeonghee
    • Journal of Korean Elementary Science Education
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    • v.40 no.4
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    • pp.460-479
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    • 2021
  • The crisis of the COVID-19 pandemic has caused significant changes in education systems worldwide, including in Korea. Due to COVID-19's social distancing policies, the education system was suddenly switched to distance learning, resulting in many problems in primary schools without preparation. The purpose of this study was to investigate a teacher's awareness of science education techniques, responses to issues in science classes, including inquiry activities, advantages and disadvantages, and roles after experiencing distance learning. Survey and focus interviews were conducted for primary school teachers who had previously participated in distance learning, such as online content classes and real-time interactive classes. The study findings showed three conclusions: 1) Primary school teachers conducted one-way and interactive lectures in online classes. It is vital to improve a teacher's digital literacy to improve other teaching methods such as investigation and discussion in online classes. 2) Primary school teachers acknowledged the challenges of field feedback, inquiry item preparations, and safety in inquiry activities of science classes, by providing individual experimental packages and videos and using online discussion and feedback among teacher - student and student - student interactions. 3) Primary school teachers recognized that various types of classes using IT devices and individualized learning were possible as advantages of distance learning. As for disadvantages, it was acknowledged that inquiry activities, cooperative learning, immediate feedback, and interaction among students were challenging. Furthermore, learning gaps were wider in distance learning.

Elementary School Students' Images of Science Class and Factors Influencing Their Formations (초등학생들의 과학 수업에 대한 이미지와 이미지 형성에 영향을 미치는 요인)

  • Kang, Hun-Sik;Lee, Ji-Young
    • Journal of The Korean Association For Science Education
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    • v.30 no.4
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    • pp.519-531
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    • 2010
  • In this study, we investigated the elementary school students' images of science class and the factors influencing their formations. 280 sixth graders were selected from nine elementary schools in Gyeonggi province and Gangwon province and the DASCT-C (Draw-A-Science-Class-Test Checklist) was administered. In addition, four students were individually interviewed in order to investigate their responses deeply. Analyses of the results revealed that the students' images of science class for four science subjects (physics, chemistry, biology, and earth science) were more 'student-centered' than 'teacher-centered' or 'neutral'. The students of the teacher with student-centered image of science class had also more student-centered images than those with teacher-centered images. Many students answered that the main factors affecting their images of science class were the experiences of impressed or funny science classes, the perceptions of wanted science classes, the active science learning experiences, the educational experiences outside the school curriculum, and the negative science learning experiences. Educational implications of these findings are discussed.

언어적 접근에 의한 수학적 기호의 교수-학습지도 방법 연구

  • Han, Gil-Jun;Jeong, Seung-Jin
    • Communications of Mathematical Education
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    • v.14
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    • pp.43-60
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    • 2001
  • 수학적 기호는 수학이라는 특수한 분야에 한정되어 사용되는 언어라고 할 수 있다. Usiskin(1996)은 수학을 쓰고 수학적 의미를 의사 소통하는 데에 기호가 그 수단이 되기 때문에 수학 또한, 수학적 기호로 만들어진 언어라고 말하였다. 그러나, 수학적 언어와 일상 언어사이의 이중성 때문에 언어로써 수학 기호는 학생들을 힘들게 만든다. 교사에게는 의미 있는 기호일지라도 학생들에게는 친숙하지 않을 수 있기 때문에, 많은 학생들이 자신들의 수학적 사고를 표현하거나 개념을 반영하거나 또는 아이디어를 확장하기 위해, 수학을 말하고, 읽고, 이해하고 쓰는 데에 어려움을 겪고 있다. 따라서, 본 연구는 학생들이 기호체계에 능숙해지도록 도와주고, 수학 학습과 문제 해결을 위해 수학 기호 언어가 의미 있고 접근하기 쉬운 의사소통 매체가 되게 하기 위하여 언어적 접근에 의하여 수학적기호의 교수-학습지도 방법에 대하여 살펴보고자 한다.

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Implementation of LE Component for Teacher Supporting througt CBO Process (CBD 프로세스를 통한 교수지원 LE 컴포넌트의 구현)

  • 김행곤;신호준;길준형
    • Proceedings of the Korean Information Science Society Conference
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    • 2001.10b
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    • pp.604-606
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    • 2001
  • 현대사회가 정보화 되어감에 따라 교육분야에서 컴퓨터의 가치는 더욱 높아지고 있으며, 이러한 요구에 발맞추어 컴퓨터를 이용한 교육 기술과 구현 기술은 저작도구를 중심으로 발견하고 있다. 또한 기술공학의 발전으로 교육기회의 확대와 교육방식에 대한 새로운 패러다임을 제시되고 있으며 새로운 형태의 학습을 가능케 하고 있다. 이러한 수세에 따라 상호 작용성이 보다 강화된 원격통신 기술에 기초한 새로운 WBI의 형태가 나타나고 있다. 본 논문에서는 WBI의 기능을 통해 일률적인 WBI(Web Based Instruction)의 컨텐츠 속에서 자신의 수준에 적절하지 않는 수업을 받았던 학습자에게 수준별 학습을 통해 교수과정과 학습과정에 최대한 도움을 주고 학습자의 학습능력을 극대화시키는 효과를 기대한다. 재사용 가능한 컴포넌트와 라이브러리를 통해 쉽고 빠른 웹 개발지원이 가능한 JSP를 사용하여 운영체제에 독립적인 설계를 하며, 이를 통해 개발자의 편의를 극대화 할 수 있다. 또한 교사와 학생의 빠른 상호 작용성을 기대하며, 교수지원 학습평가(LE Loarning Evaluation) 컴포넌트를 통해 수업의 패러다임이나 교수방법을 수정해야 함을 교수에게 가시적으로 제시한다. WBI 도메인에서 교수지원을 위한 부분의 피드백과 재사용의 가능성을 제공함으로써 개발과 비용 면에서의 높은 효율성을 보장하고, WBI 수업모형의 표준화를 기대한다. 이를 통해 교수가 가지는 교수목표를 달성하는 데에 효과적인 방법을 제시한다.

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The Impact of Reflective Thinking Methods on Improvement of Pre-service Geography Teacher's Teaching Knowledge (반성방법의 차이가 예비 지리교사의 수업전문지식에 미치는 영향)

  • Lee, So-Young;Oh, Jeong-Joon
    • Journal of the Korean association of regional geographers
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    • v.17 no.4
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    • pp.459-476
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    • 2011
  • This research aims to figure out the impact of different reflective thinking methods on pre-service geography teachers' teaching knowledge. Four pre-service teachers in the same level were selected through the first simulated instruction, Then, different reflective methods were given them to carry out the reflection. Afterwards, they carried out their second simulated instruction. The change of average score of pre-service teachers was analyzed through the peer reviews and Paired samples T-test. The results are as follows. First, when the first peer review score were compared with second peer review, average score of all pre-service teachers improved. But, pre-service teachers who got cooperative reflection with a specialist had the widest variation in the increase level of average score comparing to those without reflection or reflective journal writing. Second, reflective journal writing through self-reflection led to their reflective thinking, but it did not induce them to reflective practice. Finally, pre-service teacher who got cooperative reflection with experienced teachers got the significant improvement in PCK through the T-test. In particular, it had significant statistical value in instruction section and understanding of students section. It demonstrates that the contextual section could be improved by self-reflection or repetitive class practices, while instruction section and understanding of students section needed consulting by assistants.

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The International Trend of Science Education Reform Program 'Science-Technology-Society'-The Case of Iowa Chautauqua Program- (과학교육 개혁 프로그램 '과학-기술-사회'의 국제적 동향-아이오와 프로그램을 중심으로-)

  • Cho, Jung-Il
    • Journal of The Korean Association For Science Education
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    • v.18 no.1
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    • pp.71-82
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    • 1998
  • The main purpose of Iowa Chautauqua Program(ICP) and Iowa-Scope, Sequence. and Coordination (Iowa-SS&C) was to educate K-12 science teachers so that they could teach science in a human context using the constructivist strategies. The major task for the participating teachers to perform was to develop modules with the emphasis on STS and constructivist approach. which were supposed to be taught in the respective classrooms. Teachers worked together for two weeks for the development of modules during the summer, and attempted the modules with their students. The participating teachers met regularly during the autumn semester to share and reflect their experiences and obtain additional information on science education reform and its implications. During the winter break. the teachers improved and extended the STS modules. The Iowa Chautauqua Program and Iowa-SS&C had two important implications for Korean science education. First, they made the most of the resources they had in order to provide the practicing teachers with recent research findings on the nature of science. science learning and teaching, that is. the constructivist approach. Second, they emphasized both cooperation of teachers and long-term training to realize the reform in school science education.

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Multimedia Edit Framework for CAI (CAI 지원을 위한 멀티미디어 편집 프레임워크)

  • Kim, Haeng-Kon;Shin, Ho-Jun;Choi, Bong-Sik
    • Proceedings of the Korea Information Processing Society Conference
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    • 2000.04a
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    • pp.950-955
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    • 2000
  • 멀티미디어 학습 자료는 학습자에게 다양한 형태의 학습경험을 제공해 줌으로써 학습에 대한 강한 동기유발과 이를 통한 학습목표의 달성에 크게 기여하고 있는 바, 그 교육적 활용가치는 날로 증대되고 있다. 대부분의 교사들은 멀티미디어 편집 관련 애플리케이션을 사용하여 학습자료를 제작하고 있지만 일반적으로 멀티미디어 편집에 있어서, 관련된 주요 기능들이 서로 다른 애플리케이션에서 실행되기 때문에 사용자의 입장에서 여러 개의 애플리케이션을 핸들링해야 하는 불편함이 있다. 또한, 지금까지의 멀티미디어 관련 툴이나 애플리케이션은 사용자의 수준을 고려해보았을 때 상당히 복잡하거나 난해한 부분들이 많아 활용상의 한계를 가지고 있다. 본 논문에서는 이러한 문제점을 해결하기 위한 멀티미디어 편집 프레임워크의 개발을 목표로 연구범위를 동영상의 캡쳐와 편집으로 제한하고, 지금까지의 사례를 모델링하여 분석하고, 이를 기반으로 새로운 형태의 동영상 캡쳐와 편집을 위한 프레임워크를 설계하였다. 이를 통해 두 작업 사이의 공통적인 구성요소를 추출하여 단순화시킴으로써 애플리케이션에 쉽게 적용할 수 있고, 사용의 용이성과 이식성을 가질 수 있다.

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