• Title/Summary/Keyword: 2단계 학습

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Korean Automated Scoring System for Supply-Type Items using Semi-Supervised Learning (준지도학습 방법을 이용한 한국어 서답형 문항 자동채점 시스템)

  • Cheon, Min-Ah;Seo, Hyeong-Won;Kim, Jae-Hoon;Noh, Eun-Hee;Sung, Kyung-Hee;Lim, EunYoung
    • Annual Conference on Human and Language Technology
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    • 2014.10a
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    • pp.112-116
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    • 2014
  • 서답형 문항은 학생들의 종합적인 사고능력을 판단하는데 매우 유용하지만 채점할 때, 시간과 비용이 매우 많이 소요되고 채점자의 공정성을 확보해야 하는 어려움이 있다. 이러한 문제를 개선하기 위해 본 논문에서는 서답형 문항에 대한 자동채점 시스템을 제안한다. 본 논문에서 제안하는 시스템은 크게 언어 처리 단계와 채점 단계로 나뉜다. 첫 번째로 언어 처리 단계에서는 형태소 분석과 같은 한국어 정보처리 시스템을 이용하여 학생들의 답안을 분석한다. 두 번째로 채점 단계를 진행하는데 이 단계는 아래와 같은 순서로 진행된다. 1) 첫 번째 단계에서 분석 결과가 완전히 일치하는 답안들을 하나의 유형으로 간주하여 각 유형에 속한 답안의 빈도수가 높은 순서대로 정렬하여 인간 채점자가 고빈도 학생 답안을 수동으로 채점한다. 2) 현재까지 채점된 결과와 모범답안을 학습말뭉치로 간주하여 자질 추출 및 자질 가중치 학습을 수행한다. 3) 2)의 학습 결과를 토대로 미채점 답안들을 군집화하여 분류한다. 4) 분류된 결과 중에서 신뢰성이 높은 채점 답안에 대해서 인간 채점자가 확인하고 학습말뭉치에 추가한다. 5) 이와 같은 방법으로 미채점 답안이 존재하지 않을 때까지 반복한다. 제안된 시스템을 평가하기 위해서 2013년 학업성취도 평가의 사회(중3) 및 국어(고2) 과목의 서답형 문항을 사용하였다. 각 과목에서 1000개의 학생 답안을 추출하여 채점시간과 정확률을 평가하였다. 채점시간을 전체적으로 약 80% 이상 줄일 수 있었고 채점 정확률은 사회 및 국어 과목에 대해 각각 98.7%와 97.2%로 나타났다. 앞으로 자동 채점 시스템의 성능을 개선하고 인간 채점자의 집중도를 높일 수 있도록 인터페이스를 개선한다면 국가수준의 대단위 평가에 충분히 활용할 수 있을 것으로 생각한다.

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The Effect of Emotional Expression Change, Delay, and Background at Retrieval on Face Recognition (얼굴자극의 검사단계 표정변화와 검사 지연시간, 자극배경이 얼굴재인에 미치는 효과)

  • Youngshin Park
    • Korean Journal of Culture and Social Issue
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    • v.20 no.4
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    • pp.347-364
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    • 2014
  • The present study was conducted to investigate how emotional expression change, test delay, and background influence on face recognition. In experiment 1, participants were presented with negative faces at study phase and administered for standard old-new recognition test including targets of negative and neutral expression for the same faces. In experiment 2, participants were studied negative faces and tested by old-new face recognition test with targets of negative and positive faces. In experiment 3, participants were presented with neutral faces at study phase and had to identify the same faces with no regard for negative and neutral expression at face recognition test. In all three experiments, participants were assigned into either immediate test or delay test, and target faces were presented in both white and black background. Results of experiments 1 and 2 indicated higher rates for negative faces than neutral or positive faces. Facial expression consistency enhanced face recognition memory. In experiment 3, the superiority of facial expression consistency were demonstrated by higher rates for neutral faces at recognition test. If facial expressions were consistent across encoding and retrieval, memory performance on face recognition were enhanced in all three experiments. And the effect of facial expression change have different effects on background conditions. The findings suggest that facial expression change make face identification hard, and time and background also affect on face recognition.

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A Study between Online Entrepreneurship Education and Entrepreneurship: Based on PBL(Problem-Based Learning) and Flipped Learning (기업가정신 온라인교육의 효과성 검증: 플립러닝 및 PBL 기반 기업가정신교육 적용 사례)

  • Nam, Jung Min
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.12 no.2
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    • pp.31-40
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    • 2017
  • This study validate effectiveness of Online Entrepreneurship Education based on PBL(Problem-based Learning) and flipped learning. This study reveals online education of entrepreneurship based on PBL and flipped learning method has positive effect on personal entrepreneurship, will to be an entrepreneur, and problem-solving skills. First, the results show that entrepreneurship education based on PBL and flipped learning can improve entrepreneurship more than a previous learning method. Second, PBL and flipped learning based online education affects will to be an entrepreneur in positive way. Experimental group who experienced problem solving activity and flipped learning has more will to be entrepreneur than control group who takes previous learning method. Lastly, PBL and flipped learning method based entrepreneurship education also has positive effect on personal problem-solving techniques. This results show that online entrepreneurship education based on PBL and flipped learning has positive impacts on entrepreneurship, will to be an entrepreneur, and improving problem-solving skills significantly.

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Design and Implementation of the Web-based Individual Computerized Adaptive Testing System (웹 기반 학습자 개별적응 평가시스템의 개발)

  • Lee, Dong-Chun;Kwon, Ki-Tae
    • The Journal of Korean Association of Computer Education
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    • v.4 no.2
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    • pp.21-29
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    • 2001
  • The purpose of this study is to design and implementation of the Web-based Individual Computerized Adaptive Testing(CAT) system. The Web-based Individual CAT is a kind of test system to present a set of the problems divided into basic level, intermediate level and advanced level according to the saved results after doing a diagnostic test related to each unit. The diagnostic test is done to pull out the necessary items which learners have to study. The strong points of the web-based computerized adaptive testing system are to reduce the problems of distributed teachers and to have the effect of individual learning by using this system.

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Development and Evaluation of the Cohousing Teaching.Learning plan (가정과 주생활 교육을 위한 코하우징 교수.학습 과정안 개발 및 평가)

  • Kim, Mi-Hyang;Cho, Jae-Soon
    • Journal of Korean Home Economics Education Association
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    • v.23 no.2
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    • pp.55-69
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    • 2011
  • This study aims at developing and evaluating the cohousing teaching/learning plan for middle and high school. The plan was developed into 5 stages such as data collection and analysis, design, development, implement, and evaluation_ It was composed of 3 lessons with various teaching materials; the concept and necessity of cohousing, spatial composition, and making a cohousing village as the main theme. The 3 home economics teachers carried out the plan for 28 classrooms (1125 students) in 2 middle and I high school, during 23th, Aug., to 17th, Sep. 2010 in Kyunggido. The high level of understanding, learning processes, interest, satisfaction with the class reported by the students showed that the plan might be adequate to both high and middle school students. The teachers carried the lessons reported the similar positive responses to the plan with some suggestions to increase teaching hours, prepare class appliances, and prepractice the teaching materials.

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The Research on PBL Application in Mathematics Method Course (문제중심학습(PBL)에서 초등예비교사들의 문제해결과정)

  • Lee, Kwang-Ho;Jang, Eun-Ha
    • Education of Primary School Mathematics
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    • v.15 no.2
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    • pp.91-106
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    • 2012
  • This study reports pre-service teachers' problem solving process on the problem-based learning(PBL) employed in an elementary mathematics method course. The subjects were 6 pre-service teachers(students). The data were collected from classroom observation. The research results were described by problem solving stages. In understanding the problem stage, students identified what problem stand for and made a problem solving planned sheet. In curriculum investigation stage, students went through investigation and re-investigation process for solving the task. In problem solving stage, students selected the best strategy for solving the task and presented and shared about problem solving results.

Design and Implementation of a Test Bank System Dynamically Adjusting to Students' Achievement Levels (수준별 개별학습을 지원하는 문제은행 시스템의 설계와 구현)

  • Baek, So-Young;Kim, Myung
    • The Journal of Korean Association of Computer Education
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    • v.3 no.2
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    • pp.31-37
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    • 2000
  • We developed a test bank system which dynamically adjusts to students' achievement levels. In order to dynamically calculate the student's achievement level, our system uses the question-response theory which is usually adopted to CAT. The system proposes appropriate questions depending on the students' achievement levels so that they can do self-directed and individualized learning. The system consists of pre-test, main learning, and review stages. In the pre-test stage, the intellectual level of the student is examined to determine the starting point in the main stage. In the main learning stage, individualized learning is performed. Finally, a review session is added to re-examine the questions that the student gave wrong answers. The output from the learning process of the system is not the usual test scores but the level of the student's intellectual ability which is produced through the question-response theory. The intellectual ability level index objectively measures the degree of improvement of the student's learning ability.

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Development of a Remote Cooperative Studying System for ICT Using Education (ICT 활용 교육을 위한 원격지 학급간 협동 학습 시스템)

  • Jeong, Young-Sik;Lee, Young-Hyun;Kim, Hong-Rae;Kim, Myeong-Ryeol
    • The Journal of Korean Association of Computer Education
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    • v.5 no.2
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    • pp.101-109
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    • 2002
  • A remote cooperative studying system based on the Internet consists of a matching system of connecting remote class room with the others, a community system of making practical cooperative study by student's various. compensation and interaction, and a report system of sharing studying results and evaluating of studying achievements for individuals, groups and class. Especially I divide a course of cooperative studying into six parts; pre-preparation stage, group organization stage, interaction stage, result consultation stage, evaluation stage and follow-up stage. Because this system supply various interaction and responsible activity of groups, teachers naturally have confidence of education using ICT and students have basic ICT and the community-sense

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Efficient Reconstruction of 3D Human Body Pose Using Spatio-Temporal Features (시-공간 특징을 이용한 효율적인 3차원 인체 자세 재구성)

  • Yang Hee-Deok;Ahmad Mohiuddin;Lee Seong-Whan
    • Proceedings of the Korean Information Science Society Conference
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    • 2005.11b
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    • pp.892-894
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    • 2005
  • 본 논문에서는 스테레오 영상에서 깊이 정보를 추출하여 사람의 자세를 학습된 2차원 깊이 영상들의 선형 결함으로 표현하여 3차원 인체 모델을 재구성하는 방법을 제안한다. 한 장의 2차원 깊이 영상으로 최소 제곱법을 이용하여 프로토타입 깊이 영상의 선형 결합으로 표현되는 최적의 계수를 찾을 수 있다. 입력된 깊이 영상의 3차원 인체 모델은 프로토타입 깊이 영상에서 예측된 계수를 적용하여 생성한다. 학습 단계에서는 데이터를 계층적으로 나누어 모델을 생성한다. 또한, 재구성 단계에서는 실루엣 영상과 깊이 영상으로부터 계층적으로 나누어진 학습 데이터를 이용하여 3차원 인체 자세를 재구성한다. 학습 및 재구성의 마지막 단계에서는 실루엣 영상 대신 깊이 영상을 이용하여 3차원 인체 모델을 재구성한다. 한 장의 실루엣 영상을 이용하면 영상의 노이즈에 민감하기 때문에 재구성 단계의 상위 레벨에서는 실루엣 영상의 누적 영상을 이용한다. 실험 결과는 제안된 방법이 효율적으로 3차원 인체 자세를 재구성함을 보여준다.

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A Study on Developing Instructional Model for Flipped Learning on Pre-Service Math Teachers (예비수학교사교육에서의 플립드 러닝(Flipped Learning) 교수·학습 설계에 관한 연구)

  • Huh, Nan
    • Communications of Mathematical Education
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    • v.29 no.2
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    • pp.197-214
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    • 2015
  • This study is to design Flipped Learning classrooms of learner-centered education on the pre-service math teachers education. The study aims to explore the feasibility of teaching and learning method. To achieve the objectives of the study was to explore the teaching and learning model. Flipped learing classroom design includes a main step of a typical process of teaching system. And we designed the model based on the ADDIE Model. This model contains the design steps and the Flipped learning component of the teaching and learning design model. Designed classroom presented in three steps that are before classroom, during classroom and after classroom.