• Journal of the Korea Society of Computer and Information
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• v.20 no.1
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• pp.21-28
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• 2015

Feature normalization as a pre-processing step has been widely used to reduce the effect of different scale in each feature dimension and error rate in classification. Most of the existing normalization methods, however, do not use the class labels of data points and, as a result, do not guarantee the optimality of normalization in classification aspect. A supervised rank normalization method, combination of rank normalization and supervised learning technique, was proposed and demonstrated better result than others. In this paper, another technique, training sample selection, is introduced in supervised feature normalization to reduce classification error more. Training sample selection is a common technique for increasing classification accuracy by removing noisy samples and can be applied in supervised normalization method. Two sample selection measures based on the classes of neighboring samples and the distance to neighboring samples were proposed and both of them showed better results than previous supervised rank normalization method.

• Journal of the Korean earth science society
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• v.22 no.5
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• pp.360-376
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• 2001

This qualitative research investigated in-service science teachers' perceptions about cooperative learning and their perceived barriers in implementing cooperative learning in their classrooms. The underlying premise for cooperative learning is founded in constructivist epistemology. Cooperative learning (CL) is presented as an alternative frame to the current educational system which emphasizes content memorization and individual student performance through competition. An in-depth interview was conducted with 18 in-service science teachers who enrolled in the first-class teacher certification program during 2001 summer vacation. These secondary school teachers's interview data were analyzed and categorized into three areas: teachers' definition of cooperative learning, issues with implementing cooperative learning in classrooms, and teachers' and students' responses towards cooperative learning. Each of these areas are further subdivided into 10 themes: teachers' perceived meaning of cooperative learning, the importance of talk in learning, when to use cooperative learning, how to end a cooperative class, how to group students for cooperative learning, obstacles to implementing cooperative learning, students' reactions to cooperative learning, teachers' reasons for choosing (not choosing) student-centered approaches to learning/teaching, characteristics of teachers who use cooperative learning methods, and teachers' reasons for resisting cooperative learning. Detailed descriptions of the teachers' responses and discussion on each category are provided. For the development and implementation of CL in more classrooms, there should be changes and supports in the following five areas: (1) teachers have to examine their pedagogical beliefs toward constructivist perspectives, (2) teacher (re)education programs have to provide teachers with cooperative learning opportunities in methods courses, (3) students' understanding of their changed roles (4) supports in light of curriculum materials and instructional resources, (5) supports in terms of facilities and administrators. It's important to remember that cooperative learning is not a panacea for all instructional problems. It's only one way of teaching and learning, useful for specific kinds of teaching goals and especially relevant for classrooms with a wide mix of student academic skills. Suggestions for further research are also provided.

• The Journal of the Korea Contents Association
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• v.18 no.9
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• pp.248-259
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• 2018

The purpose of this study was to analyze the pre-service teachers' perception for education paradigm and teacher's teaching competency in the fourth industrial revolution era. For this study 53 pre-service teachers participated in the discussion instruction during one semester. The study result was to analyze the discussion reports of pre-service students using the grounded theory approach. As a result, the pre-service students responded that the school needs to change the learner-centered education and assessment method in the fourth industrial revolution era. Secondly, the result of the teachers' teaching competencies was the integrated curriculum reconstruction, information processing, empathy and understanding, creative teaching and instructional design, collaboration and communication. This study is expected to contribute to the change of education paradigm for pre-service teachers in the fourth industrial revolution era.

• Proceedings of the Korean Society for Cognitive Science Conference
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• 2005.05a
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• pp.112-121
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• 2005

평가는 교수와 함께 교육 목표를 이루는데 있어 핵심적인 역할을 한다. 그렇지만 평가는 교수법의 발전 속도에 비교하면 상당히 느릴 뿐만 아니라, 교사는 물론 학생들에게 부정적으로 비추어지고 있다. 본 논문에서는 시험이 학생들을 동기화시킬 뿐만 아니라 그 자체로 중요한 학습 경험임을 강조하면서, 학습을 위한 평가를 활성화시키기 위해 테크놀러지를 이용한 평가 방식들을 소개하였다. 개발을 물론 어느 정도 연구가 이루어진 테크놀러지를 활용한 평가 기법을, 수행평가와 선다형의 개선안으로 대별하였다. 수행평가를 위한 기법에서는 논술채점, 지식 지도 제작법, 그리고 학습자 모형을 이용한 평가기법이, 선다형의 개선안으로 적응형 컴퓨터화 검사, 다중평가 및 변형선다형 방식이 각각 상술되었다. 결론에서는 평가를 통한 교육 효과를 극대화하기 위해서는, 교사는 물론 학생들의 평가에 대한 태도 변화 교육과 실제 교육 현장에서 쉽게 활용될 수 있는 컴퓨터를 이용한 평가기법의 개발과 보급의 중요성이 강조되었다.

• 한국정보교육학회:학술대회논문집
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• 2006.01a
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• pp.204-209
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• 2006

지식을 스스로 찾아내고, 정리하는 능동적인 학습자 중심의 참여 교육이 강조되기 시작했기에 교육현장에서는 이를 뒷받침하기 위해서 기존의 교수법이 아닌 새로운 창의적인 교수법이 필요하게 되었다. 하지만 컴퓨터 교육에 있어서 그와 같은 교수법 관련 연구가 미흡한 실정이다. 그리하여 본 연구에서 초등학교의 컴퓨터 교수법의 실태를 분석하고, 실제 초등학교 현장의 교수 학습 활동에서 활용할 수 있는 방법을 개발하고자 하였다. 본 논문은 창의적 교수법을 초등학교 학생들의 수준에 맞추어 적용할 수 있는 방안을 제시하였다. 그래서 활동 결과 학생들이 컴퓨터 학습에 지속적으로 흥미를 갖도록 하며, 자기 주도적으로 문제를 해결할 수 있는 능력을 기르고자 하는데 목적을 두었다. 본 연구를 통해 창의적 교수법을 개발하여 실제 교육현장에서 적용해 보고자 하는 교사들과 컴퓨터와 친해져서 자기 주도적 학습을 하려는 초등학생들에게 도움이 되기를 기대해 본다.

• Communications of Mathematical Education
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• v.12
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• pp.349-361
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• 2001

최근 수학교육에서 수학교사의 신념과 교실 규범에 대한 연구가 많이 이루어지고 있다. 이러한 측면에 대한 연구가 이루어지고 있는 배경에는 수학 교수-학습의 개혁은 교사의 신념과 교실 규범의 형태가 이러한 개혁의 비젼과 일치될 때 일어날 것이라 믿기 때문이라고 보아진다. 따라서 이 글에서는 교사의 신념과 교실 규범의 연구를 위한 이론적 틀을 제공하기 위하여 문화기술 연구법 (Ethnography)에 대하여 고찰하고, 수학교육 연구에서의 타당성을 살펴보고자 한다.

• Journal of the Korean School Mathematics Society
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• v.8 no.1
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• pp.35-53
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• 2005

The purpose of this study is to analyze and confirm the effectiveness of two teacher-centered instruction methods in the context of linear functions: one with emphasis on mathematical thinking processes as an alternative to the more traditional method without such emphasis. The level of achievement of students under the teacher-centered instruction with explicit emphasis on mathematical thinking processes is consistently higher than that of students receiving the more traditional teacher-centered instruction. The alternative instruction method in the current study is expected to encourage and prompt students to better grasp and understand mathematical concepts, principles, as well as problem solving strategies. In contrast to other alternatives, the method offers the advantage of being readily incorporated into the actual teaching practices in the classroom, as the traditional frame of teacher-centered pedagogy familiar to teachers remains in tact.

• Journal of the Korean earth science society
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• v.29 no.2
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• pp.151-162
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• 2008

This study quantitatively investigated the actual situations and perceptions of gifted students and their teachers during small group inquiry activities in Korea. Some 1,670 gifted math students and 1,732 gifted science students as well as 614 of their teachers were selected through random sampling to participate in this study. Data were collected by means of a survey developed by the researchers of this study, based on reviews of literature related to inquiry and small group cooperative learning. The results were as follows: (1) In Korean gifted education, small group inquiry activities were frequently used as teaching and learning strategies, and both the students and teachers perceived its effects to be very positive in terms of cognition and affection. (2) Gifted education teachers emphasized the development of students' procedural inquiry skills as well as logical thinking skills, whereas they were indifferent to the essential elements of small group cooperative learning and therefore the lessons did not surpass the level of traditional group activities. (3) The fact that the actual small group inquiry activities did not reflect the characteristics of well-organized small group activities is due to a lack of knowledge on the teacher's part as to effective teaching strategies concerning cooperative learning. This study implies that gifted education teachers require the opportunity to reflect on and develop their knowledge and understanding of small group inquiry activities through professionally developed programs in order to maximize the effectiveness of small group inquiry activities in gifted education.

• Proceedings of the Korean Information Science Society Conference
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• 2000.10b
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• pp.81-83
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• 2000

최근 고성능 PC의 보급과 네트워크의 발달로 인하여 인터넷의 가용 정보가 폭발적으로 증가하고 있다. 이러한 추세에 따라 우리는 인터넷을 사용하여 많은 정보를 얻고 있다. 그러나 인터넷에 존재하는 정보는 수많은 웹 서버에 주소(URL)를 가지고 존재하게 되는데 사용자는 자신이 관심 있는 정보의 사이트를 재방문하기 위하여 웹 브라우저 북 마크 기능을 사용한다. 그러나, 북 마크를 효율적으로 사용하기 위해서는 북 마크 분류, 수정, 편집, 정렬등의 북 마크 관리가 필수적이지만 이와 같은 북 마크 관리 작업이 전반적으로 수작업으로 이루어져야 하는 단점이 있다. 이러한 문제점을 해결하기 위한 한가지 방법으로 웹 문서 분류를 위한 기계학습법을 적용하여 사용자의 북 마크를 카테고리별로 자동으로 분류, 재정렬해주는 북 마크 자동 분류 에이전트를 개발하고자 한다. 대표적인 분류 에이전트 시스템으로는 전자우편 분류 에이전트인 Maxims, 뉴스 기사 분류 에이전트인 NewT, 엔터테인먼트 선별 에이전트인 Ringo 등이 있으며, 이러한 시스템들은 분류 대상과 분류 방법, 기능 등에서 차이를 보이고 있다. 본 논문에서는 대표적인 교사학습 방법인 나이브 베이지안 학습법을 사용하여 북 마크를 자동으로 분류하는 북 마크 자동 분류 에이전트를 설계, 구현하였다.

• Journal of Korean Home Economics Education Association
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• v.31 no.1
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• pp.39-58
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• 2019

The purpose of this study was to investigate the home economics pre-service teachers' verbal interactions during their teaching practicum. For this purpose, the class interactions of four pre-service teachers were recorded, and the data were analyzed using advanced Flanders' verbal interaction analysis. The major findings are as follows: First, the item with the highest proportion of occurrences consisted of the pre-service teachers' 'lectures', 'nonverbal conditions' and 'asks questions'. 'forms a positive learning atmosphere' and 'praises or encourages' exhibited fewer occurrences, and there was little 'giving direction', 'criticizing students or justifying authority'. Second, the instances of class interactions appeared in the form of 'asks questions-student talk response' or 'lecture-asks questions', and in the last class were 'ask questions-student talk initiation' and 'accepts or uses ideas of students'. Third, trends of verbal interactions tend to be generally indirect, and students' remarks have appeared acceptable and compassionate. Fourth, according to expert analysis, 'class management questions' and 'diffusion questions' have increased. Pre-service teachers can guide students through their learning activities, and students can expand their thinking through the teachers' questions. As these results demonstrate, self-study analyses of pre-service teachers and active support in field are needed.