• 제목/요약/키워드: Learning Korean

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Self-Imitation Learning을 이용한 개선된 Deep Q-Network 알고리즘 (Improved Deep Q-Network Algorithm Using Self-Imitation Learning)

  • 선우영민;이원창
    • 전기전자학회논문지
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    • 제25권4호
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    • pp.644-649
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    • 2021
  • Self-Imitation Learning은 간단한 비활성 정책 actor-critic 알고리즘으로써 에이전트가 과거의 좋은 경험을 활용하여 최적의 정책을 찾을 수 있도록 해준다. 그리고 actor-critic 구조를 갖는 강화학습 알고리즘에 결합되어 다양한 환경들에서 알고리즘의 상당한 개선을 보여주었다. 하지만 Self-Imitation Learning이 강화학습에 큰 도움을 준다고 하더라도 그 적용 분야는 actor-critic architecture를 가지는 강화학습 알고리즘으로 제한되어 있다. 본 논문에서 Self-Imitation Learning의 알고리즘을 가치 기반 강화학습 알고리즘인 DQN에 적용하는 방법을 제안하고, Self-Imitation Learning이 적용된 DQN 알고리즘의 학습을 다양한 환경에서 진행한다. 아울러 그 결과를 기존의 결과와 비교함으로써 Self-Imitation Leaning이 DQN에도 적용될 수 있으며 DQN의 성능을 개선할 수 있음을 보인다.

Learners' Perceptions and Experiences of Using e-Textbooks in Online Learning Environment

  • LEE, Sunghye;CHAE, Yoojung;CHOI, Kyoungae
    • Educational Technology International
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    • 제20권2호
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    • pp.195-221
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    • 2019
  • This study explored middle and high school students' learning experiences using e-textbooks in online learning courses. Data were collected from in-depth interviews. The interviewees for this study were 19 students who enrolled voluntarily in an online mathematics and science inquiry program, actively participated in the online learning. The students generally have high academic achievement and motivation for learning in science and mathematics. Data were analyzed based on a grounded theory approach. As a result, the characteristics of the online learning environment using e-textbooks were conceptualized via three different categories including temporal, spatial, and technical. Such characteristics of the learning environment were able to provoke self-directed learning, extended learning, interactive learning, in-depth learning, improved ICT literacy, and formation of positive emotions and learning habits. Most of the learners showed positive feedback towards the use of e-textbooks, while some mentioned the technical limitations compared to conventional paper-based learning. This study suggested that e-textbooks are likely to induce positive experiences for learners in the context of online learning, so it is necessary to design contents that utilize various functions and advantages of electronic teaching materials in order to use e-textbooks effectively.

An Inquiry of Constructs for an e-Learning Environment Design by Incorporating Aspects of Learners' Participations in Web 2.0 Technologies

  • PARK, Seong Ik;LIM, Wan Chul
    • Educational Technology International
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    • 제12권1호
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    • pp.67-94
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    • 2011
  • The major concern of e-learning environment design is to create and improve artifacts that support human learning. To facilitate effective and efficient learning, e-learning environment designers focused on the contemporary information technologies. Web 2.0 services, which empower users and allow the inter-transforming interactions between users and information technologies, have been increasingly changing the way that people learn. By adapting these Web 2.0 technologies in learning environment, educational technology can facilitate learners' abilities to personalize learning environment. The main purpose of this study is to conceptualize comprehensively constructs for understanding the inter-transforming relationships between learner and learning environment and mutable learning environments' impact on the process through which learners learn and strive to shape their learning environment. As results, this study confirms conceptualization of four constructs by incorporating aspects of design that occur in e-learning environments with Web 2.0 technologies. First, learner-designer refers to active and intentional designer who is tailoring an e-learning environment in the changing context of use. Second, learner's secondary design refers to learner's design based on the primary designs by design experts. Third, transactional interaction refers to learner's inter-changeable, inter-transformative, co-evolutionary interaction with technological environment. Fourth, trans-active learning environment refers to mutable learning environment enacted by users.

독일 평생학습도시 프로그램 고찰 - 초·중등학생의 참여 관점에서 - (Students'participation in lifelong learning city project : implications from the German case)

  • 강구섭;김진희
    • 비교교육연구
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    • 제26권4호
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    • pp.105-124
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    • 2016
  • 평생학습이 하나의 전 사회적 문화로 형성되고 일상에서 향유되는 사회가 평생학습 사회이다. 평생학습도시 사업은 그러한 사회를 구현하기 위한 세부적인 단위라는 점에서 중요하다. 본 연구는 초중등학생 참여의 관점에서 독일의 평생학습도시 프로젝트의 내용을 고찰하고 우리의 평생학습도시 프로그램에 주는 시사점을 고찰하는데 연구의 목적이 있다. 초중등학생 참여의 관점에서 독일의 평생학습도시 프로젝트에서는 개인학습지원, 다음 학제 단계로의 전환과정 지원, 직업 및 진로 지도라는 세 가지 방향에서 초 중 고등학생의 참여를 위한 프로그램이 활발하게 진행되고 있다. 이러한 독일의 사례는 평생학습도시 프로젝트가 급변하는 사회적 상황에서, 평생교육의 실질적인 대상을 확장하고 초 중등학생이 필요로 하는 다양한 학습 관련 필요를 충족하는 동시에 전통적인 학교가 가지고 있는 한계를 보완하는 역할을 충실하게 수행하고 있다는 것을 시사한다.

J 대학교 재학생의 학습역량 실태조사 (A study on the actual state of learning competences in students at a college)

  • 송경희
    • 대한치위생과학회지
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    • 제1권2호
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    • pp.21-39
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    • 2018
  • The purpose of this study was to examine the learning competencies of students at a college from September 1 to November 30, 2017, in an effort to provide some information on how to foster learning competencies in college years, which lay the foundation for work and social lives. 1. The learning competencies of the subjects consisted of academic vision, student identity, cognitive regulation, emotional regulation, learning management and creating learning environments. Out of five points, they scored the highest in academic vision and student identity with 3.34, followed by learning management with 3.20, creating learning environments with 3.18, emotional regulation with 3.16 and cognitive regulation with 3.14. 2. There were statistically significant differences in academic vision according to age, the area of major, the academic credential of their fathers, commuting time, military service experience and career plans. 3. There were statistically significant differences in student identity and cognitive regulation according to gender, age, the area of major, the academic credential of their fathers, commuting time, military service experience and career plans. 4. There were statistically significant differences in emotional regulation according to age, the area of major, the academic credential of their fathers, commuting time, career plans and daily mean study hours. 5. There were statistically significant differences in learning management according to gender, age, the area of major, grade point average, the academic credential of their fathers, career plans and daily mean study hours. 6. There were statistically significant differences in creating learning environments according to gender, age, the area of major, the academic credential of fathers, commuting time, career plans and daily mean study hours. As they were poorest at the cognitive regulation area among the areas of learning competencies, self-directed learning programs that deal with how to study, learning process, how to take notes and arrange them, how to link different pieces of acquired knowledge and how to map out study plans should be developed to give support to students.

스마트 학습공간 발전을 위한 대학생들의 요구 분석 (Analysis of University Students' Needs for Developing Smart Learning Spaces)

  • 이상은;박태정;한형종
    • 교육시설 논문지
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    • 제27권5호
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    • pp.13-23
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    • 2020
  • From the perspective of smart learning space, this study aims to take a look at the learning space of college students who do online remote learning in the COVID-19 era, and analyze their demands on what smart learning space they want. Furthermore, this study intends to provide valuable implications for the technology-enhanced learning environments by deriving design elements that make up the university's smart learning space. To achieve these goals, we conducted a review of prior studies, interviews with experts, and case analysis on smart learning spaces of major Korean and foreign universities, which are considered as innovative cases. Additionally, in order to confirm the difference between the importance level recognized by the college students and the current performance level for nine components of technology and for ten components of spaces and facilities, a paired t-test and an Importance-Performance Analysis (IPA) were carried out. According to the result of IPA analysis, Internet of Things from the technological aspects, a desk that can supply power and a flexible learning space from the aspects of spaces and facilities were found to have much lower performance than the importance. This result is meaningful in suggesting key design components for smart campus development in the post-COVID-19 world.

학습동기향상프로그램이 학습부진 간호대학생의 학업적 자기효능감, 학습습관 및 자아존중감에 미치는 효과 (Effects of Learning Motive Enhancing Program on Academic Self Efficacy, Learning Habits, and Self Esteem in Underachieve Nursing College Students)

  • 이성희
    • 한국간호교육학회지
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    • 제12권1호
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    • pp.5-12
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    • 2006
  • Purpose: The purpose of this study was to examine the effects of learning motive enhancing program on academic self efficacy, learning habits, and self esteem in underachieve nursing college students. Method: This study was an one group pre and post test design. Underachievers in nursing college (n=38) were participated. Learning motive enhancing program was carried out for 110 minutes a week for 8 weeks. Academic self efficacy was measured by an academic self efficacy scale developed by Kim ae young & Park in young in 2001. To assess learning habits, the learning habits measurement scale developed by Kim young jin was used. Self esteem was measured by Rosenberg's self esteem scale. Result: After completing the learning motive enhancing program, significant improvement was found in learning habit and self esteem. As for sub-factors, efficacy for self confidence among academic self efficacy showed significant differences after treatment. Conclusion: Learning motive enhancing program appears to be effective in increasing learning habit and self-esteem of underachievers in nursing college students.

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어린이집 유아반 교사를 위한 교사학습공동체 프로그램 개발 및 적용 (The Development and Application of a Teacher Learning Community Program for Daycare Center Teachers of Infant Class)

  • 오교선;이병환
    • 한국보육지원학회지
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    • 제15권6호
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    • pp.189-206
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    • 2019
  • Objective: The objective of this study was to develop and apply a Teacher Learning Community Program in order to improve the specialization of infant daycare center teachers and explore the changes in the learning attitudes of teachers. Methods: To develop the program, the requirements were analyzed by surveying 500 teachers of infant classes. The developed program was provided to 25 infant daycare center teachers for a total of 14 sessions. A total of 75 sets of collected journal writing materials were analyzed qualitatively. Results: First, the Teacher Learning Community Program for infant daycare center teachers was developed. Second, the Teacher Learning Community Program was found to bring a shift in the learning attitudes among the teachers of infant classes towards reflective and communal learning. Conclusion/Implications: The Teacher Learning Community Program brought a shift in the learning attitude towards reflective and communal learning. Thus, the Teacher Learning Community Program can be applied as a teacher education program for improvement of the specialization of infant daycare center teachers.

구성주의 교수-학습을 위한 학교도서관에 관한 연구 (A Study on the School Library for Constructivism in Teaching /Learning)

  • 유양근
    • 한국문헌정보학회지
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    • 제44권1호
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    • pp.29-51
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    • 2010
  • 지식정보사회에서는 창의적이고 자주적인 사람을 요구한다. 본 논문에서는 구성주의 교수-학습이 학습자의 자주적 학습능력을 향상시킨다고 보아 자주적 학습을 지원하기 위한 학교도서관의 구성주의적 교수-학습 매체센터로서의 운영방안을 제시하였다. 구성주의를 바탕으로 한 자주적 학습은 학교도서관이 교수-학습 매체센터로 운영될 때 가능하며 다양한 학습자료와 직접적인 상호작용이 클수록 창의적이고 자주적 능력이 향상된다고 판단된다.

학습계약에 기반한 자기주도 임상실습 운영사례 (Learning Contracts Based Self-Directed Clinical Practicum)

  • 김은정;조동숙
    • 한국간호교육학회지
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    • 제18권2호
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    • pp.268-275
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    • 2012
  • Purpose: The purpose of this study was to implement and evaluate the learning contracts based self-directed learning in a final clinical placement for senior nursing students. Methods: This study was a case study and 82 senior nursing students at a university participated in a learning contract based practice placement. Data were collected from written learning contracts and questionnaires after a clinical practice. Results: The students' learning needs were knowledge, clinical skills, and attitudes frequently encountered in a ward in which clinical skills were most common. The students' formulated learning contracts were varied but most of them were basic and simple. A self-directed clinical course was beneficial and a satisfactory experience to senior students. There was an increase in the students' motivation in learning, confidence in own capability, and satisfaction with the use of the learning contract. Conclusion: Self-directed clinical practicum would result in a degree of attitude change in the students. This study suggests that learning contract based self-directed clinical practice is effective to improve learning satisfaction, confidence in own capability, and competency.