• Title/Summary/Keyword: 맞춤형 수업

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Effects of AI-Based Personalized Adaptive Learning System in Higher Education (인공지능 기반으로 맞춤 및 적응형 학습 시스템의 고등 교육에서의 적용효과)

  • Cho, Yooncheong
    • Journal of The Korean Association of Information Education
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    • v.26 no.4
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    • pp.249-263
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    • 2022
  • The purpose of this study is to investigate the effects of assessment by adopting adaptive learning in higher education that are rarely examined in previous studies. In particular, this study applied research questions: 1) How does technical perception, perceived contents and features, and perceived integration of the AI-based adaptive system with lecture affect overall satisfaction, overall effectiveness, overall usefulness, overall motivation for the study, and intention to use it with other classes? 2) How do overall satisfaction, overall effectiveness, overall usefulness, motivation for the class, and intention to use affect loyalty on the AI-based adaptive system? This study conducted online surveys after the completion of the classes adopted AI-based adaptive learning system, ALEKS. This study applied ANOVA, regression, and factor analyses. The results of this study found that perceived integration of the AI-based adaptive learning system with the lectures on overall satisfaction, effectiveness, motivation, and intention to use for other classes showed significant with higher effect size. The results of this study provides implication that the AI-based learning system help improve learning outcomes in graduate level studies. The results provide policy and managerial implications that the AI-based adaptive learning system should improve better customer relationships in higher education.

A Study on Customized Software Education method using Flipped Learning in the Digital Age (디지털시대에 플립드 러닝을 활용한 학습자 맞춤형 소프트웨어 교육 방안 연구)

  • Kim, Kyungmi;Kim, Hyunsook
    • Journal of Digital Convergence
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    • v.15 no.7
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    • pp.55-64
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    • 2017
  • The purpose of this study is to identify the difficulties of learners who started programming after entering college and to search an effective software education method as university liber arts for non-science major students. In order to do this, we analyzed the difficulties of learners in Python programming classes composed of students from various majors at H University through questioning and taught them using flipped class model with pre-questions. The questions that students submit are collected online before class every time, the data on the degree of the difficulty of feeling and the understanding of feeling were obtained through the questionnaire. As a result, for learners who are new to programming, the learners should allocate the process of making the problem into a logical abstraction at the beginning of the curriculum before learning the basic concept of computer language, each lesson should be practiced through the bottom-up problems enough to provide a logical understanding before actual coding. In addition, detailed curriculum should be developed according to characteristics of learner's major, contents and conducting level.

A Study on The Improvement of Computer Programming Ability for The Learners Participated in Custom Learning Programs (수준별 맞춤형 프로그램 학습자들의 컴퓨터 프로그래밍 능력 향상에 관한 연구)

  • Ahn, You Jung
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2015.01a
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    • pp.295-296
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    • 2015
  • 본 연구에서는 컴퓨터 프로그래밍 정규 수업과 병행하여 운영된 수준별 맞춤형 프로그램에 참여한 학습자들의 프로그래밍 능력 향상을 평가하고자 한다. 수준별 맞춤형 프로그램으로 수준별 전공스터디와 피어 튜터링 프로그램을 운영하고, 참여 학생들이 별도 학습을 통해 얼마나 실력 향상이 되었는지 평가하기 위해 프로그램 참여자들과 비참여자들의 상대적인 성적 변화를 분석한다. 나아가 참여 학생들이 졸업 후의 취업률과 취업 분야 그리고 고용상태도 분석함으로써 학생들의 실력 향상이 원하는 분야로의 취업에 얼마나 기여했는지도 분석해본다.

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Development of Web Service for Teaching and Learning Support by Class Types (수업 유형별 맞춤형 교수학습지원 웹 서비스 개발)

  • Shin, Byung-joo;Kim, Tae-hyeon;Joo, Sang-hyun
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2020.11a
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    • pp.333-337
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    • 2020
  • 현재 많은 교육기관에서 활용되고 있는 교수학습지원시스템의 기능 부족과 교육환경에 부합하지 못해 낮은 이용성을 보이는 부분을 보완하여 일반적인 강의 형태를 일반형, 참여형, 실습형 등으로 세분화하여 수업의 형태에 필요한 기능을 개발하여 정적인 수업의 형태에서 교육자와 학생들 사이에 소통할 수 있는 환경을 구성하였고, 더 나아가 PC, 스마트폰, 태블릿 등 다양한 기기에서 접근 및 사용을 할 수 있는 웹을 기반으로 서비스를 제작하여 공간에 제약 없이 교육자와 학생의 효과적인 교육환경을 제공한다. 개발 과정에서 다양한 스타트업에서 이용되는 Django와 많은 사용자가 확보된 Javascript을 이용해 개발 기간 단축하였다. 또한 웹소켓(Websocket)을 이용해 최소한의 데이터 통신으로 빠른 실시간 통신을 구현하였고, 다양한 브라우저에 대응할 수 있도록 웹 표준을 준수하였다. 서버의 경우에는 아마존 웹 서비스(AWS)를 활용하였고, Linux 환경에서 동작 컨테이너화를 통해 보안성을 확보하였다.

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Analysis of School Space for Students' Customized Classes: Focused on Vittra Telefonplan School in Sweden (학생 맞춤형 수업을 위한 학교 공간 분석: 스웨덴 비트라 텔레폰플랜(Vittra Telefonplan) 학교를 중심으로)

  • Shin, Jin-Su;Jo, Hyang-Mi
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.10
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    • pp.433-445
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    • 2019
  • This study was designed to create an innovative Korean school space plan. This was done by performing an analysis of cases of student-tailored class operations and the composition of school space in Sweden's Vittra Telefonplan School. To this end, the research team analyzed prior studies, the Vittra school space and the student-tailored classes through an analysis of the literature, documents and video images. First, the OpenSpace was operating classes tailored to each student's academic growth and needs. Second, the open-space school space played a role as the space for student life. Third, the teacher played a role as an active guide and facilitator of students. Forth, the students' individual learning management team actively conducted coding classes by utilizing IT-based learning platforms. The implications of the Vittra School are as follows. When designing a new school, it is recommended to design a small school as small as possible, organize an open space according to the grade and not by the class, and operate the curriculum around the students' grade. When reorganizing existing schools, it is proposed that standardized classrooms be modified for schools with spare classrooms to create learning spaces that can vary for large to small and to practice project-oriented classes at the grade level.

An Analysis of Student Satisfaction Analysis according to Subject Type for Hybrid Class Operation in Colleges (대학의 대면·비대면 혼합 수업 운영에 대한 과목유형에 따른 학습자 만족도 분석)

  • Kyong-Ah Kim;Ji Sim Kim;You Jung Ahn
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2023.07a
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    • pp.651-652
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    • 2023
  • 코로나 팬더믹으로 인해 시작된 비대면 수업의 도입은 대학교육시스템에 변화를 가져왔다. 대학은 비대면 수업 운영에 대한 경험 및 학습자 만족도를 기반으로 비대면 수업을 대학 학사 운영에 활용하는 방안을 모색하기 시작하였다. 본 논문은 비대면과 대면이 혼합된 하이브리드 수업 운영에서 학습자들이 다양한 특성의 과목에서 만족한 수업방식과 의견을 조사·분석함으로써 비대면과 대면 수업을 혼합 활용하는 효과적 방안을 모색하는데 필요한 학습자 의견 도출에 그 목적이 있다. 조사 결과, 학습자들은 전반적으로 하이브리드 수업에 만족하고 있고, 과목 특성에 따라 비대면과 대면 수업의 장점을 혼합한 수업에 대한 학습효과를 올바르게 인식하고 있음을 알 수 있고, 수업 맞춤형 하이브리드 수업 운영을 선호하는 것으로 나타났다. 향후 대학은 학습자의 만족도를 높일 수 있는 하이브리드 수업 운영을 위한 제도 등을 마련하여 효과적인 수업 운영 및 활성화를 지원할 필요가 있다고 사료된다.

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Introducing an Integrated Library Information Service with Learning Management System: Library on Blackboard from Murray State University Libraries (미국 대학도서관의 수업지원 시스템과 연계한 맞춤형 정보검색 서비스에 대한 고찰 - 머레이 주립 대학(MSU)의 사례를 중심으로 -)

  • Kim, Dong-Wan
    • Journal of the Korean Society for Library and Information Science
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    • v.44 no.2
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    • pp.29-50
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    • 2010
  • The purpose of this study presents a model of the integrated online library service with LMS (Learning Management System). The new library service is called 'Library on Blackboard' which was developed and implemented by Murray State University Libraries in Murray, Kentucky, USA. This user-centered service with applied information technology has the potential to enhance the quality of the library performance in university libraries. The introduction of the Learning Management System in South Korea has a potential to enhance the education environment and promote new library services. With the emergence of new information technologies and growing popularity in online classes and distance education programs, the importance and usage of Learning Management Systems in higher education has increased.

Analysis of Faculty Perceptions and Needs for the Implementation of AI based Adaptive Learning in Higher Education (대학 교육에서 인공지능 기반 적응형 학습 구현을 위한 교수자 인식 및 요구분석)

  • Shin, Jong-Ho;Shon, Jung-Eun
    • Journal of Digital Convergence
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    • v.19 no.10
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    • pp.39-48
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    • 2021
  • This study aimed to analyze the level of professors' understanding and perception of adaptive learning and proposed how college can implement successful adaptive learning in college classes. For research purposes, online survey was conducted by 162 professors of A university in capital region. As a result, professors seemed to feel pressure to provide students personalized feedback and gave concerned that students don't study enough in advance before participating in class. It was also found that professors realized that they have low level of understanding about adaptive learning, while they revealed intention to make use of adaptive learning in their class. They also answered that adaptive learning system is the most helpful support for encouraging professors to apply adaptive learning in real class. We proposed what is required to encourage professor to implement adaptive learning in their class.

Analysis of functions and applications of intelligent tutoring system for personalized adaptive learning in mathematics (개인 맞춤형 수학 학습을 위한 인공지능 교육시스템의 기능과 적용 사례 분석)

  • Sung, Jihyun
    • The Mathematical Education
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    • v.62 no.3
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    • pp.303-326
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    • 2023
  • Mathematics is a discipline with a strong systemic structure, and learning deficits in previous stages have a great influence on the next stages of learning. Therefore, it is necessary to frequently check whether students have learned well and to provide immediate feedback, and for this purpose, intelligent tutoring system(ITS) can be used in math education. For this reason, it is necessary to reveal how the intelligent tutoring system is effective in personalized adaptive learning. The purpose of this study is to investigate the functions and applications of intelligent tutoring system for personalized adaptive learning in mathematics. To achieve this goal, literature reviews and surveys with students were applied to derive implications. Based on the literature reviews, the functions of intelligent tutoring system for personalized adaptive learning were derived. They can be broadly divided into diagnosis and evaluation, analysis and prediction, and feedback and content delivery. The learning and lesson plans were designed by them and it was applied to fifth graders in elementary school for about three months. As a result of this study, intelligent tutoring system was mostly supporting personalized adaptive learning in mathematics in several ways. Also, the researcher suggested that more sophisticated materials and technologies should be developed for effective personalized adaptive learning in mathematics by using intelligent tutoring system.

A case study on the design and application of metaverse class space in elementary mathematics: Focusing on the affective domain (초등 수학에서 메타버스 수업 공간 설계 및 적용 사례 연구: 정의적 영역을 중심으로)

  • Park, Mangoo;Lee, Yunkyung;Jeong, Bohwa;Jung, Yujin;Kim, Jiyoung
    • The Mathematical Education
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    • v.62 no.1
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    • pp.117-149
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    • 2023
  • This study attempted to design a virtual space using ZEP, a metaverse platform, to enable mathematics classes in the metaverse space, to apply it to mathematics classes, and to find out changes in students' affective domain. As a result, students showed positive effects in terms of subject efficacy, subject interest, intrinsic motivation, class satisfaction and participation. In addition, we found the possibility of customized classes for each student level by performing different missions in classroom classes with limited time and space.