• Title/Summary/Keyword: 외형 학습

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A Study on Prediction Model of Scaffold Appearance Defect Using Machine Learning (기계 학습을 이용한 인공지지체 외형 불량 예측 모델에 관한 연구)

  • Lee, Song-Yeon;Huh, Yong Jeong
    • Journal of the Semiconductor & Display Technology
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    • v.19 no.2
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    • pp.26-30
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    • 2020
  • In this paper, we studied the problem if the experiment number occurring in order to identify defect in scaffold. We need to change each of the 5 print factor to predict defect when printing disk type scaffold using FDM 3d printer. So then the number of scaffold print will be more than 100,000 times. This experiment number is difficult to perform in the field. In order to solve this problem, we have produced a prediction model based on machine learning multiple linear regression using print conditions and defect scaffold data for print conditions. The prediction model produced was verified through experiments. The verification confirmed that the error was less than 0.5 %. We have confirmed that satisfied within the target margin of error 5 %.

High School Girls' Observational and Personal Characteristics (고등학교 여학생의 성격유형에 따른 관찰 특성 연구)

  • Park, HyunJu;Jung, Youngeun
    • Journal of Science Education
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    • v.35 no.2
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    • pp.193-203
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    • 2011
  • The purpose of this study is to investigate and analyze high school girls' observational characteristics. A total of 77 female high students were asked to observe 'Las Meninas', a well known 17th century painting by Diego Velazquez and volumetric flask. MBTI(Myer Briggs Type Indicator) was implemented for student's personal characteristics. We analyzed testimony into its differences between objective and practical, and subjective and abstract, wholeness by character type. As a result, 41 participants have preference for sensuous recognition and the rest of the 36 participants have preference for intuitional recognition. From the observation statement, it showed differences of the results according to their character type. As the result that it showed above, learners used two ways of recognition but they showed tendency with strong reliance on their preferred recognition. In case of preferring the sensuous recognition, it tended towards the basis of phenomenological analysis, objective fact and physical judge. However, in case of preferring the intuitional recognition, it tended to observe by momentary thinking, flash of idea and meaning behind.

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Analysis of Visual Material of Primary School Technology Textbooks in Nigeria (나이지리아 초등학교 기술 교과서의 시각자료 분석)

  • LEE, Choon-Sig
    • 대한공업교육학회지
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    • v.44 no.2
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    • pp.123-141
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    • 2019
  • The purpose of this study is to provide basic data that can be used for the development of technology textbooks of Nigeria-Korea Model School by analyzing external and internal aspects of Illustration in Nigerian primary school technology textbooks, and 10 textbooks used in Nigeria were analyzed. Based on the results of the study, the conclusions are as follows. First, the form of the visual data should be diversified into a picture, a cartoon, a diagram, and a diagram from the photograph center, and provide various information closely related to the contents of the technology. Second, it is necessary to increase the size of illustration so as to induce learners to be motivated, and to enhance the effect of editing. Third, currently, partial enlargement data is rarely used, but visual material should be partially enlarged in order to express a detail part of product. Fourth, diversity of editing should be done by using circular or background omission rather than using only rectangle uniformly in visual material. Fifth, in terms of gender equality, it is necessary to deviate from male-centric visual materials and edit them with consideration for women. Sixth, in order to provide learner-centered textbooks, the role of visual materials should be extended to 'inducement of motivation', 'activity guidance', and 'activity result' in addition to 'providing data'. Finally, in terms of the function of visuals, the quality of textbooks should be upgraded by utilizing auxiliary and decorative functions in addition to essential functions.

Development and Application of a Tool for Measuring on a Scientist Image by the Semantic Differential Method (의미분석법에 의한 과학자 이미지 측정도구 개발 및 적용)

  • Youngwook Song;Hyukjoon Choi
    • Journal of Science Education
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    • v.48 no.1
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    • pp.63-73
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    • 2024
  • Knowing the learner's image of a subject-related occupation is good data for determining the direction of a teacher's teaching and learning. Existing drawing image analysis tools have the limitation that it takes a long time to analyze images and drawings of a scientist's appearance. The semantic differential method is a widely used method to analyze images of specific objects. However, research using the semantic differential method has the limitation of failing to reflect terms or factors that change over time by using the adjective pairs used in the initial study as they were in accordance with the research content. In this study, we use the semantic differential method to develop a tool to measure middle school students' scientist image and apply it to middle school students to discuss educational implications regarding the usefulness of measuring scientist image.

Inference of Multiple Cameras Network Topology by Tracking Human Movement (사람의 움직임 추적에 의한 다중 카메라의 네트워크 위상 추론)

  • Nam, Yun-Young;Ryu, Jung-Hun;Cho, Yong-Won;Choi, Yoo-Joo;Cho, We-Duke
    • Proceedings of the Korean Information Science Society Conference
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    • 2007.06c
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    • pp.466-470
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    • 2007
  • 보안첨단화의 필요성 증대로 인하여 복합적이고 고기능의 보안 감시 시스템의 수요가 급속도로 확대되면서 보안은 안전하고 행복한 생활을 만드는데 없어서는 안될 중요한 역할을 하게 되었다. 최근, 디지털 영상기술의 급속한 발달과 보급은 이러한 보안 감시 시스템을 가능하도록 하였다. 본 논문은 다수의 카메라로부터 사람들의 움직임을 연속적으로 식별하고 추적할 수 있는 향상된 지능화 방법을 제안한다. 이 방법을 통해 카메라들 간의 위상이 자동으로 구성되고 객체의 움직임을 기반으로 학습하여 카메라들간의 거리, 객체와 카메라와의 거리, 카메라의 각도를 자동적으로 연산할 수 있도록 하였다. 이러한 자가 구성 단계 이후에 사람의 움직임을 추적하게 된다. 추적에서 사람들을 식별하는 단계가 선행되어야 하며, 이를 위해 머리, 몸, 손, 다리로 분리하여 각각의 정보들을 식별자로 사용하였다. 이러한 외형 식별자와 객체의 출몰간의 시간차를 이용해 다수의 카메라들로부터 객체를 연속적으로 추적하였다.

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Elementary Teachers' Perception on the Storytelling Based Mathematics Textbooks (스토리텔링 기반 수학교과서에 대한 초등 교사 인식 조사)

  • Kim, Sung Jun;Lee, Dong Hwan
    • Journal of Elementary Mathematics Education in Korea
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    • v.19 no.2
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    • pp.143-158
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    • 2015
  • This research was conducted with focus groups interviews targeted at elementary teacher to analyze perceptions on storytelling based mathematics textbooks. As a result, elementary school teacher recognizes the introduction of storytelling as a major change in the revised textbooks. In addition, a change in the appearance of the revised textbook, the role of the Materials package, a change of assessment items, and increased exploration activity and the experience turned out to be having a significant impact on actual classroom as much as the introduction of storytelling.

Comparative Study on Cognitive Scheme of Movement Verbs (이동동사의 인지 도식에 관한 비교 연구)

  • 오현금;남기춘
    • Proceedings of the Korean Society for Cognitive Science Conference
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    • 2002.05a
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    • pp.59-64
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    • 2002
  • 인지심리학 및 인지언어학 분야에서 시도한 어휘 표상, 특히 움직임과 관련된 동사의 인지도식에 관한 연구들을 비교해보고자 한다. 인간의 언어학적인 지식을 도식적으로 표상 하고자 하는 노력은 언어의 통사적인 외형에만 치중하는 연구에서는 언어의 의미구조를 파악하기 힘들다고 판단하고 의미적인 범주화를 중요시하게 되었다. 본 연구에서는 시각적 이미지 도식을 중점적으로 살펴보기로 한다. 이미지 도식은 공간적 위치 관계, 이동, 형상 등에 관한 지각과 결부되어 있다. 이미지로 나타낸 표상은 근본적으로 세상의 인식과 세상에 대한 행동방법을 사용하게 하는 유추적이고 은유적인 원칙에 기초하고 있다. 이러한 점에 있어서, 언술을 발화한 화자는 어느 정도 주관적인 행동의 능력과 그가 인식한 개념화에서부터 문자화시킨 표상을 구성한다. 인지 원칙에 입각한 의미 표상에 중점을 둔 도식으로는, Langacker, Lakoff, Talmy의 도식이 있다. 프랑스에서 톰 R. Thom과 같은 수학자들은 질적인 현상에 관심을 가져 형역학(morphodynamique)이론을 확립하였는데, 이 이론은 요즘의 인지 연구에 수학적 기초를 제공하였다. R. Thom, J. Petitot-Cocorda의 도식 및 구조 의미론의 창시자라고 불리는 B.Pottier의 도식이 여기에 속한다 J.-P. Descles가 제시한 인지연산문법(Grammaire Applicative et Cognitive)은 다른 인지문법과는 달리 정보 자동처리과정에서 사용할 수 있는 연산자와 피연산자의 관계에 기초한 수학적 연산작용을 발전시켰다. 동사의 의미는 의미-인지 도식으로 설명되는데, 이것은 서로 다른 연산자와 피연산자로 구성된 형식화된 표현이다. 인간의 인지 기능은 언어로 표현되며, 언어는 인간의 의사소통, 사고 행위 및 인지학습의 핵심적 기능을 담당한다. 인간의 언어정보처리 메카니즘은 매우 복잡한 과정이기 때문에 언어정보처리와 관련된 언어심리학, 인지언어학, 형식언어학, 신경해부학 및 인공지능학 등의 관련된 분야의 학제적 연구가 필요하다.

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Strategies for e-Learning development in China through the analysis of e-Learning adminstration status in Korean Industry-Academia e-Learning cooperation (한국의 산.학 e-Learning 운영 실태 분석을 통한 중국에서의 e-Learning 발전 전략)

  • Yin, Zi-Long;Choi, Won-Sik
    • 대한공업교육학회지
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    • v.34 no.2
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    • pp.286-303
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    • 2009
  • The purpose of this study is to investigate Chinese e-Learning development strategies based on the analysis of Korean Industry-Academia e-Learning cooperation. Literature review and interview with experts about the subject regarding this study were the main research methods for the study. The results of the study are as follows 1. Chinese government should amend and complement the e-Learning policy of the chinese enterprise continuously through the Korean government's experience about the e-Learning policy such as enterprise e-Learning system, standardization of LMS, and quality assurance. 2. Korean government's policy about e-Learning has emphasized on practical development of e-Learning contents and LMS. And we have found they have good effects from the policy in terms of human resource development. However, Chinese government generally has emphasized on external extension of the scale and administration.nte, Chinese government should follow the practical policy in the e-Learning development as Korean government has done. 3. The way of Individualized learning, cooperative learning, team work, WBI, standardized LMS, and Blended Learning in Korea could be well adapted in Chinese e-Learning.

Content Analyses of Housing Unit of Secondary School Home Economics Textbooks in Japan (일본 중등학교 가정교과서 주생활영역의 교육내용 분석)

  • Jang, Sang-Ock
    • Journal of Korean Home Economics Education Association
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    • v.22 no.4
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    • pp.155-183
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    • 2010
  • The purpose of this study is to obtain a suggestion for writing, revising, and reorganizing for the current Korean Home Economics Textbook. To achieve this goal, the housing unit in the Home Economics curriculums from eight kinds of Japanese textbooks were analyzed. The subject of analysis was Technology Home Economics textbook Home Economics Part 2 volumes used in middle school 2009 and Home Economics Synthesis 6 volumes in high school. Contents of main text, terminology, reading material, tables and activities were analyzed. The suggestions of this analysis are as followings. First according to the increase of the level of school, if the field of housing is organized to be intensified systematically with relation to education, the goal of the subject would be clearly realized to the students. Thus, the middle school curriculum and textbook of housing field should be constructed with the consideration of education level according to the grade and the level of school. The method of intensive education in single point of time would result in low efficiency so the current curriculum should be re-considered. Second, perspective of resident, local community, terrain environment, housing culture should be included in housing education so that the learner may value the relationship between him and the society, think of the earth environment, succeed and advance the traditional culture. Third, the curriculum of the housing field should be organized with the consideration of understanding the level of middle, high school students. Middle school, with their student's low understanding, should include more experiential activity such as experiment and practice in their curriculum. On the other hand, curriculum which can enable student to research problems on their own and to apply them in their real life is required in high school course.

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Secondary Pre-service Science Teachers' Image of Scientists and Perception on the Science-Related Career (중등 예비 과학교사들의 과학자 이미지 및 과학 관련 직업에 대한 인식)

  • Song, Youngwook;Cho, Hyukjoon
    • Journal of The Korean Association For Science Education
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    • v.38 no.5
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    • pp.753-763
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    • 2018
  • The image of scientists that learners have has an important impact on science learning and on science-related career choices. The image of the scientist was mainly analyzed using the drawing analysis method. Drawing analysis has limitations on drawing, mainly analyzing the external image of scientist. Science teachers' images of scientists and their perception of science-related careers are important factors in students' science learning and science-related career choices. However, research on science teachers is lacking. Therefore, the purpose of this study is to investigate the usefulness of measurement tools by developing and applying a scientist image measurement tool through the semantic analysis method, and to discuss the educational implications of the research by investigating the image of scientists and science-related professions of secondary pre-service science teachers. The subjects of the study were 79 male and 55 female for a total of 134 students in the 2nd and 3rd grades majoring in science education at a teachers college. The results of the research show that the image measurement tool consisted of four components: 'ability,' 'evaluation,' 'activity,' and 'emotion,' in 24 items. As a result of applying the developed measurement tool to the secondary pre-service science teachers, the image of the 'evaluation,' 'ability,' and 'activity' elements of the scientist were high, but 'emotion' was low. There was no statistically significant difference according to gender. It is found that science-related career perceive them as 'hard,' 'professional,' 'smart,' and 'complex.' In particular, male students perceive themselves as 'hard and difficult' while female students perceive it as 'challenging and complicated'. Finally, we discussed the usefulness of using the image measurement tool of the scientists, the image of the scientists of the secondary pre-service science teachers, and the educational implications on science-related career.