• Title/Summary/Keyword: 학습활용

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Learning model management platform based on hash function considering for integration from different timeseries data (서로 다른 시계열 데이터들간 통합 활용을 고려한 해시 함수 기반 학습 모델 관리 플랫폼)

  • Yu, Miseon;Moon, Jaewon
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2022.01a
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    • pp.45-48
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    • 2022
  • IoT 기술의 발전 및 확산으로 다양한 도메인에서 서로 다른 특성의 시계열 데이터가 수집되고 있다. 이에 따라 단일 목적으로 수집된 시계열 데이터만 아니라, 다른 목적으로 수집된 시계열 데이터들 또한 통합하여 분석활용하려는 수요 또한 높아지고 있다. 본 논문은 파편화된 시계열 데이터들을 선택하여 통합한 후 딥러닝 모델을 생성하고 활용할 수 있는 해시함수 기반 학습 모델 관리 플랫폼을 설계하고 구현하였다. 특정되지 않은 데이터들을 기반하여 모델을 학습하고 활용할 경우 생성 모델이 개별적으로 어떤 데이터로 어떻게 생성되었는지 기술되어야 향후 활용에 용이하다. 특히 시계열 데이터의 경우 학습 데이터의 시간 정보에 의존적일 수밖에 없으므로 해당 정보의 관리도 필요하다. 본 논문에서는 이러한 문제를 해결하기 위해 해시 함수를 이용해서 생성된 모델을 계층적으로 저장하여 원하는 모델을 쉽게 검색하고 활용할 수 있도록 하였다.

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Comparison on How Much Multiple Teaching Assistants affect Students' Study Results and Self-Efficacy (다수의 학습도우미 시범.실습법이 학생의 과제수행능력과 자기효능감에 미치는 영향)

  • Kim, Bog-Soon;Kim, Byung-Soon
    • Journal of Digital Contents Society
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    • v.11 no.2
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    • pp.129-134
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    • 2010
  • Today's elementary schools emphasize practice- and learner-based computer courses. In this research, we found solutions to the above issues by adapting a demonstration/practice teaching method led by multiple teaching assistants, expanding lessons tailored to each student's own level. We chose fourth graders from three classes at Elementary School as the subject for this research. Through this research, we have analyzed the students' study results, self-efficacy, response and interest in the computer courses by examining three groups of students: the first group led by a teacher's demonstration and practice, the second group by a teaching assistant's demonstration and practice, and the last by multiple teaching assistants' demonstration and practice. As a result, we were able to show that a computer course taught by multiple teaching assistants will help not only induce an interest and motive for a mutual learning environment among the students, but also bring positive effects on the study results and self-efficacy.

Development of Models for Teaching and Learning to Facilitate FASTEL Utilization (전원학교 교수학습지원시스템 활성화를 위한 교수학습모형 개발)

  • Lee, Jaeho;Son, Chanhee;Ahn, Seonghun;Ahn, Kyung Jin;Jeong, Kwang Hoon
    • The Journal of the Korea Contents Association
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    • v.13 no.5
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    • pp.506-516
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    • 2013
  • The purpose of this study was not only to develop models for teaching and learning that can guide teachers to utilize FASTEL effectively, but also to investigate the actual effectiveness of the models developed. According to a survey on satisfaction with FASTEL in rural public schools, it is not utilized as anticipated in classroom instruction despite students' high satisfaction with it and teachers' positive perceptions on its effectiveness in teaching and learning. Along this line, this study categorized rural public schools into two types and proposed a model for each type to facilitate FASTEL utilization: one for schools equipped with both FASTEL and the cutting-edge technologies like interactive whiteboard, tablet, and Wi-Fi; the other for schools equipped with FASTEL only. Eventually, the models for teaching and learning developed in this study are expected to revitalize FASTEL by providing the foundation of utilizing FASTEL in general public schools as well as rural public schools.

The Effects of Creative Writing Program on Elementary School Students' Self-directed Learning Abilities (창의적 글쓰기 프로그램이 초등학생의 자기주도 학습능력에 미치는 영향)

  • Kim, Eun-jung;Song, Gi-Ho
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.26 no.2
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    • pp.5-23
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    • 2015
  • The aim of this study is to analyze the effects of the creative writing program that is one of the practical strategy of information literacy on self-directed learning abilities of elementary school students. According to the results, this program raise the average score of 33.69 points from 130.14 to 163.83 significantly in their self-directed learning abilities. Among the specific abilities of them, this program affects learning planning and evaluation capability meaningfully. But the long term continuous of learning executive is not changed significantly by this program. As the results of after interview with the students who take part in this program, the most of them respond that they could reduce their fear of writing and apply the reading and writing strategies to other subjects. So, if we teach this program with subjects consistently and use the learning strategies of information literacy, we could improve the long term continuous of learning executive.

Influence of College Students' Self-motivational Attitudes, Use of Instructional Function, and Understanding of Successful Learning on Achievement in e-Learning Class (대학 이러닝에서 학습자의 자발성과 수업기능 활용, 학습 성공에 대한 이해도가 학습 성취도에 미치는 영향)

  • Cho, Eun-Soon;Nam, Sang-Zo
    • The Journal of the Korea Contents Association
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    • v.11 no.12
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    • pp.969-975
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    • 2011
  • The purpose of this study is to investigate the effects of learners' self-motivational attitudes, use of instructional function, and understanding of successful learning on achievement in college e-learning classes. The study analyzed 297 college students' questionnaire about their internet learning attitudes based on how they understand e-learning and use various internet functions for their learning achievement. After factor analyses, the results found that there were three major factors such as self-motivational attitude, use of instructional function, and understanding of successful learning out of 15 survey items. Multiple regression showed that the self-motivational factor affects the learning achievement with overall three factors analyses. This result indicates that college e-learning classes should focus on the analysis of learners' self-motivational issues in college e-learning classes. This study suggest that the relationship between learners' e-learning experience and learning achievement should be examined in the near future to show how it affects on learners e-learning class management and their achievement.

The development of social studies teaching-learning system for ICT using and self-directed learning ability Improvement (ICT 활용과 자기 주도적 학습력 신장을 위한 사회과 교수-학습 시스템 개발)

  • Choi, Yong-Hun;Hwang, Sun-Young;Goh, Byung-Oh
    • Journal of The Korean Association of Information Education
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    • v.7 no.2
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    • pp.207-217
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    • 2003
  • Individual studying that compose knowledge and improve efficiency of studying through collection of information by various class strategy which takes advantage of web, and Cooperative learning that can elevate sense of responsibility and solve the problem through communication with another person have been developed actively. But, individuation tutoring materials that is developed present doesn't fit of causing learner's interest, and stimulating curiosity about problem because mostly studying is gone in presentation form. Also, cooperative learning materials are lacking connection with actual course of education, application is difficult in real class spot. So, this research has applied self-directed learning, centered with interested operation activity, aimed at improvement in various thought. Also, we have developed social studies tuition-learning system, purpose to the management is possible with on-line project studying which could improve mind-decision ability and ICT application ability. This system is developed for flexible management could be possible in various class circumstance, and level learning could be done through accomplishment-test and the result could be applied by feedback process.

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The Effects of Physics Teaching-Learning Method Using Storytelling on Scientific Attitudes and Perception of Concepts Understanding (스토리텔링을 활용한 물리 교수·학습 방법이 과학적 태도와 개념 이해 인식에 미치는 효과)

  • Son, Jeongwoo
    • Journal of Science Education
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    • v.41 no.2
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    • pp.213-225
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    • 2017
  • Most students have difficulties and negative perceptions about physics learning. Especially, it is difficult to understand the whole context by learning based on logical-scientific thinking which excludes narrative thinking. This study aims to develop a storytelling teaching-learning method using the narrative thinking in physics lessons for improving the difficulty of students of physics learning, For this purpose, a storytelling teaching-learning method that can improve scientific attitude and understand and change the concepts was developed through literature research. The following results were confirmed its effects to apply high school students and middle school students. First, the teaching-learning method using the storytelling for high school students with low interest in learning had a significant effect in science-related occupation, interest in science and science-related activities, criticism, openness, cooperation, and spontaneity. Second, the middle school students who are active in learning recognized that teaching and learning methods using storytelling helped to understand physics concepts. The storytelling teaching-learning method developed through this study is expected to stimulate students' interest and motivation in physics and to be useful for learning concepts by improving their scientific thinking skills.

The Effect of 'Learning Strategies and Career Development' Classes for Freshman - Focused on Utilization of the Learning Portfolio - (학습 포트폴리오를 통한 '학습전략과 진로탐색' 교과목의 개선 효과 - A대학교 교양필수과목 사례를 중심으로-)

  • Han, Ahnna
    • Korean Journal of General Education
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    • v.6 no.1
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    • pp.241-267
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    • 2012
  • The purpose of this study was focused on finding out the effect of "Learning Strategies and Career Development" classes for first year student. To this end, I developed the learning portfolio based instructional method, textbook, learning portfolio, teaching guidebook and teaching materials. For the study, I conducted literature reviews, analysis of domestic and international best practices, expert advices and survey researches. This study implemented on 3,200 freshman and 72 professors of A university that is located at Gyungbuk. The results of applying research findings show that learning portfolio based instruction in "Learning Strategies and Career Development" classes is useful to improve first year students' competency of learning strategies and career search. And instructors can use the learning portfolio, teaching guidebook and teaching materials, therefore they are satisfied with the materials.

Comparison of a Learner's Experience on Zoom and Spatial (줌과 스페이셜의 학습자 경험 비교 평가)

  • Yejin Lee;Kwang-Tae Jung
    • Journal of Practical Engineering Education
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    • v.14 no.3
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    • pp.535-541
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    • 2022
  • Zoom has been most popularly used as a non-face-to-face online class tool since COVID19, but due to the recent spread of the metaverse, the use of the metaverse platform is increasing. In particular, since a metaverse platform 'Spatial' provides online classroom creation and various learning functions, and various interactions between instructors and learners or learners and learners are possible, it is highly likely to be used in university classes. Since Zoom and Spatial each have their own strengths and weaknesses for the purpose of class use, it is necessary to find out the strengths and weaknesses of each by comparing and analyzing the learner's experience in class use. In this study, a quantitative analysis of usability, immersion, and satisfaction and a qualitative analysis of individual opinions were performed in order to compare and analyze the learner's experience. SUS (System Usability Scale) was used for usability evaluation, and Magnitude Estimation method was used for immersion and satisfaction evaluation. Thirty-five people who had participated in classes using Zoom and Spatial participated as subjects in this study. Zoom was higher than Spatial at the significance level of 0.05 in usability and satisfaction. On the other hand, the immersion in class was higher in Spatial than in Zoom. Since Spatial provides online classroom creation and various learning functions, and provides various interactions and fun elements between instructors and learners or learners and learners, the immersion in classes was high. If the user interface and interaction of Spatial are improved in the future, it is judged that it can be used as an effective online teaching tool that can replace zoom in university classes.

Design and Implementation of Web Based Databank System for Craftsman Information Processing (웹 기반 정보처리 기능사 문제은행 시스템 설계 및 구현)

  • 김용호;김희철
    • Proceedings of the Korean Information Science Society Conference
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    • 2003.10a
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    • pp.580-582
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    • 2003
  • 정보화 시대의 요구에 대한 교육적 대응은 학습자 중심의 교육이며, 정보통신기술을 기반으로 한 원격교육이다. 특히 인터넷에서 가장 활발하게 사용되고 있는 웹은 그 특성상 구성주의 학습 원리를 실현하는데 적절한 환경을 제공하고 있으며, 교육 시스템의 변화를 가져오고 있다. WBI(Web Based Instruction)는 웹을 매체로 활용하여 원거리에 있는 학습자를 교육시키는 형태로서 교수자와 학습자간 상호작용을 가능하게 하고 다양한 형태의 학습자료를 제공하며, 공간적 제약을 극복할 수 있다는 장점이 있다. 본 논문에서는 웹에 기반한 교육적 활용의 한 모델로서 학습자의 자기 주도적이고 적극적인 학습을 촉진하기 위한 자기 주도적 학습이론과 학습자의 개인차를 고려한 수준별 학습이론을 적용하여 효율적인 웹 기반 학습이 가능하도록 하였으며 이러한 학습이론을 웹에 기반한 정보처리 기능사 필기시험에 적용함으로써 실업계 고등학교 교육현장의 비효율성과 기존의 문제은행 시스템의 문제점을 보완하여 시험준비에 보다 효율적으로 대비하도록 설계 및 구현하였다.

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