• 제목/요약/키워드: Learning Concepts

검색결과 1,217건 처리시간 0.04초

대화형 이러닝 콘텐츠에 관한 사용자 경험(UX) 질적 평가 (User Experience(UX) Qualitative Evaluation of Dialogue e-learning contents)

  • 이영주
    • 정보교육학회논문지
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    • 제24권6호
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    • pp.623-631
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    • 2020
  • 코로나 19라는 전세계적 위기를 맞이하여 이러닝은 '뉴노멀(new normal)'이라는 이름으로 새로운 표준과 일상이 되고 있다. 본 연구에서는 기존의 일방향적, 교수자 중심적 독백형 이러닝 콘텐츠 분석 평가하였다. 총 20명의 성인 학습자가 참여하였고, 1:1 인터뷰를 통한 사용자 경험 평가를 진행하였고, 질적 데이터 분석을 실시하였다. 사용자 경험 평가 결과, 대화형 이러닝은 다양한 의견에 공감할 수 있고 새로운 이러닝 형태로 신선하였다고 응답하였다. 독백형과 대화형 이러닝 콘텐츠에 관한 개인적 선호에 관해 55%의 학습자가 대화형을 선호한다고 답하였고, 실제 경험을 공유하며 참신하다고 답하였다. 한편, 내용 이해 효과성측면에서 선호도는 60% 학습자가 독백형을 선택하였고, 충분한 개념 설명과 정확한 지식 전달을 지적하였다. 연구 결과를 토대로 대화형 이러닝 콘텐츠 설계와 개발을 위한 개선 방안을 제안하였다.

A Review on Advanced Methodologies to Identify the Breast Cancer Classification using the Deep Learning Techniques

  • Bandaru, Satish Babu;Babu, G. Rama Mohan
    • International Journal of Computer Science & Network Security
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    • 제22권4호
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    • pp.420-426
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    • 2022
  • Breast cancer is among the cancers that may be healed as the disease diagnosed at early times before it is distributed through all the areas of the body. The Automatic Analysis of Diagnostic Tests (AAT) is an automated assistance for physicians that can deliver reliable findings to analyze the critically endangered diseases. Deep learning, a family of machine learning methods, has grown at an astonishing pace in recent years. It is used to search and render diagnoses in fields from banking to medicine to machine learning. We attempt to create a deep learning algorithm that can reliably diagnose the breast cancer in the mammogram. We want the algorithm to identify it as cancer, or this image is not cancer, allowing use of a full testing dataset of either strong clinical annotations in training data or the cancer status only, in which a few images of either cancers or noncancer were annotated. Even with this technique, the photographs would be annotated with the condition; an optional portion of the annotated image will then act as the mark. The final stage of the suggested system doesn't need any based labels to be accessible during model training. Furthermore, the results of the review process suggest that deep learning approaches have surpassed the extent of the level of state-of-of-the-the-the-art in tumor identification, feature extraction, and classification. in these three ways, the paper explains why learning algorithms were applied: train the network from scratch, transplanting certain deep learning concepts and constraints into a network, and (another way) reducing the amount of parameters in the trained nets, are two functions that help expand the scope of the networks. Researchers in economically developing countries have applied deep learning imaging devices to cancer detection; on the other hand, cancer chances have gone through the roof in Africa. Convolutional Neural Network (CNN) is a sort of deep learning that can aid you with a variety of other activities, such as speech recognition, image recognition, and classification. To accomplish this goal in this article, we will use CNN to categorize and identify breast cancer photographs from the available databases from the US Centers for Disease Control and Prevention.

PBL 패캐지(Learning Package) 개발절차 모형에 관한 연구 (The Process of PBL Package Development)

  • 이우숙;박미영
    • 한국간호교육학회지
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    • 제7권1호
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    • pp.126-142
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    • 2001
  • Although a call for the implementation of PBL in nursing education is getting increased, it has not been actively implemented as it could be. The main reason for this situation seems to be the lack of well designed learning packages. Well designed PBL packages can be the core factor for the successful implementation of PBL. However, this seems to be the hardest task for teachers wanting to implement PBL. Therefore, the purpose of this study is to develop a systematic framework of PBL package development process and provide the examples of its application. This framework of the process of PBL package development includes thirteen steps. First of all, the team needs to decide a topic to be explored in the package and then clusters concepts related to the topic. Second, the team selects a real situation and writes it as a story. Third, knowledge, skills, and attitudes that practitioners need to know to deal with the situation will be explored. Fourth, learning objectives will be written. The next, the team will check if the situation includes multidisciplinary concepts and content. Sixth, the story will be divided into several parts. Seventh, part 1 will be written. Eighth, clinical documents related to part 1 need to be prepared. Ninth, the team will write a suggested approach for students. Then, they need to prepare a tutor's guide for part 1. Eleventh, the team will prepare a list of reading materials and plan for lectures and clinical laboratory sessions. Twelfth, they will write part 2 ~ part N following the steps from the seventh to the eleventh. The last step is evaluating the package and amending it as needed. These thirteen steps are very detailed and easy to follow for beginners. It is expected that this framework will contribute to accelerate the implementation of PBL in nursing education.

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다중 표상을 활용한 화학 개념 학습에서 학생들의 연계 오류 감소를 위한 처방적인 교수 전략의 효과 (The Effects of the Prescribed Instructional Strategy for Reducing Students' Connecting Errors in Learning Chemistry Concepts with Multiple External Representations)

  • 강훈식;김유정;노태희
    • 한국과학교육학회지
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    • 제28권6호
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    • pp.675-684
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    • 2008
  • 이 연구에서는 다중 표상을 활용한 화학 개념 학습에서 연계 오류 감소를 위한 처방적인 교수 전략의 효과를 학생들의 장독립성-장의존성에 따라 조사했다. 남녀공학 중학교 1학년 126명을 통제 집단과 처치 집단으로 배치한 후, '보일의 법칙'과 '샤를의 법칙'에 대해 2차시 동안 수업을 진행했다. 연구 결과, 개념 이해도 검사에서 처치 집단의 점수가 통제 집단의 점수보다 통계적으로 유의미한 차이로 높았다. 학습 동기 검사에서는 학습 동기 전체와 하위 영역 중 '주의집중' 영역에서, 처치 집단 학생들의 점수가 통제 집단 학생들의 점수보다 통계적으로 유의미한 차이로 높았다. 그러나 두 검사에서 모두 수업 처치와 장독립성-장의존성 사이의 상호작용 효과는 없었다. 처치 집단 학생들의 대부분이 새로운 교수 전략에 대해 인지적, 동기적 측면에서 긍정적으로 인식하는 것으로 나타났다.

수학사를 활용한 중학교 방정식에서 학생의 수학화 (Student's Mathematization of Equations in the Middle School Using the History of Mathematics)

  • 고상숙;최경화
    • 한국수학교육학회지시리즈A:수학교육
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    • 제45권4호
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    • pp.439-457
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    • 2006
  • This research was to understand the features of mathematization and didactical phenomenology, in a way that was not a routine calculation of equation, rather a complete comprehension by the reinventing historical principles of the equation. To achieve the purpose of this study, one-mate middle school student participated in the study. Interview and observation were used for collecting data during the student's performance. The results of research were: First, the student understood the mathematical concepts from a real life and developed the abstract concepts from it, which were very intimately related with his life. Second, the skill and formula definition were accomplished with the accompanying predicted and consequently derived mathematical concepts. Third, through the approach of using the history of mathematics, he became more interested in what he was doing and took lessons with confidence. Forth, the student performed his learning based on the historical reinventing principle under the proper guidance of a teacher.

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The role of research in the creation of athletic footwear

  • Lafortune, Mario A.
    • 한국운동역학회지
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    • 제12권2호
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    • pp.407-415
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    • 2002
  • Athletic products must meet the needs of athletes and the demands imposed by sports through innovative design. These needs of athletes and requirements of sports are performance, protection and comfort related. In depth knowledge of anatomy and physiology, etiology of commonly reported injuries, and lower extremity mechanics form the basis of product creation/engineering. Game analysis which entails time and frequency surveys of the skills performed during a game, interviews with athletes and coaches, and discussions with medical staffs are used to identify the skills that are critical to the needs of athletes. In lab full biomechanical analyses of these skills and/or physiological responses of the athletes lead to clear functional criterions that serve as guidelines to be met by the design team. The concepts created by the design team are in turns subjected to the same battery of biomechanical analyses. The learning gathered through this pluridisciplinary process is used to further evolve design concepts. The evolution-testing loop is repeated until biomechanical and/or physiological, mechanical and perceptual tests indicate that the design concept meets the established functional design criterions. At that time, the design concepts is ready for manufacturing research and development. Additional biomechanical and physical tests are performed through that phase to confirm that the manufacturing processes preserve the functionality of the design concept. Durability and long term performance of production samples are evaluated through a final three month long weartest program. A rigorous research/testing program is crucial to create and engineer sport products that meet the performance, protection.

초등 예비교사들의 온실효과 관련 핵심 개념들에 대한 이해 (Preservice Elementary Teachers' Understandings of the Key Concepts related to the Greenhouse Effect)

  • 장명덕
    • 한국초등과학교육학회지:초등과학교육
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    • 제34권1호
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    • pp.15-31
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    • 2015
  • The purpose of this study was to investigate elementary student teachers' conceptions about the mechanism of the greenhouse effect, the greenhouse gases, the global warming, and their learning experiences of the greenhouse effect and the global warming. Participants were 82 student teachers in their second year of studies (science education: n=28, not science education: n=27) and in their fourth year of studies (science education: n=27). The open-ended questionnaire was used to examine the teachers' spontaneous ideas depicted by their drawings and/or writings. The results of this study are as follows: First, the student teachers' scientific response rate about key concepts related to the mechanism of the greenhouse effect was low (6.1%~28.0%); Second, although there are various greenhouse gases, it was only carbon dioxide that the student teacher's response rate was more than 80%; Third, only 17.1% of the student teachers clearly distinguished the greenhouse effect and the global warming; Fourth, there was a tendency that the student teacher group in the fourth year of studies and science education showed higher scientific response rate about the concepts than the other two groups.

대학 입학 예정자들의 함수 및 미분의 기초개념 이해에 대한 오류 분석 (An analysis of errors in understanding the fundamental concepts of function and differentiation for matriculants)

  • 임연휘;표용수
    • 한국학교수학회논문집
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    • 제16권2호
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    • pp.435-457
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    • 2013
  • 본 논문에서는 수시모집 입학전형에 합격한 대학 입학예정자를 대상으로 P대학에서 시행하고 있는 기초수학 특강에서 학습지도 자료로 활용하기 위하여 실시하는 기초수학 진단평가에서의 사전 검사를 통해 함수, 함수의 연속 및 미분가능에 대한 기초개념을 어느 정도 이해하고 있는지와 어떤 오류를 범하고 있는지를 분석하였다. 또한, 기초수학 특강 최종평가에서의 사후 검사를 통해 기초개념 이해에 대한 오류유형은 어떻게 변화되었는지 살펴보고자 하였다. 여기서, 우리는 연구대상 학생 전체에 대한 오류유형의 변화는 물론, 각 검사문항에 대한 동일 학생의 오류유형이 구체적으로 어떻게 변화되었는지도 분석하였다.

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다중 비유의 사용 방식이 중학생들의 과학 개념 이해에 미치는 효과 (Effect of Presenting Modes of Multiple Analogies on Middle School Students' Understanding of Science)

  • 권혁순;김창민;노태희
    • 한국과학교육학회지
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    • 제21권1호
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    • pp.114-121
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    • 2001
  • 본 연구에서는 다중 비유의 사용 방식이 중학생들의 과학 개념 이해에 미치는 효과를 조사하였다. 7학년 학생 127명에게 다중 비유의 사용 방식(비유물의 개수, 비유물과 목표물의 대응 회수, 비유물간 유사성 비교)이 다른 네 가지 유형의 비유 학습 교재 중 하나를 무선 배포하여 읽게 한 후, 개념 검사를 실시하였다. 분석 결과, 비유물이나 대응 과정을 2번 사용하는 것은 과학 개념의 회상 및 응용에 유의미한 영향을 주지 않았다. 그러나 비유물간의 유사성 비교는 과학 개념 응용에서 유의미한 효과가 있었다. 이에 대한 교육학적 함의를 논의하였다.

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게임 경험에 기초한 코딩개념 학습사례연구 (A Case Study of Learning the Coding Concepts Based on Game Experience)

  • 김경민;김지연
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2015년도 추계학술대회
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    • pp.897-899
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    • 2015
  • 오늘날 학생들은 게임 경험을 통해서 선택, 반복, 결정 등과 같은 코딩의 문법적 요소를 이미 체험하고 있다. 본 논문에서는 코딩교육 경험이 없는 학생들의 게임 경험을 바탕으로 프로그래밍 도구인 스크래치를 사용하여 직접 게임을 구성하도록 함으로서 학생들 스스로 게임경험 내용과 논리적이고 문법적인 코딩 개념간의 유사성을 깨닫도록 하였다. 그 결과 학생들의 코딩개념에 대한 이해도 증가, 응용력 및 창의력 상승 그리고 자발적 수업참여도 증진 등의 사례연구를 분석해 본다.

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