• Title/Summary/Keyword: 인공지능SW교육

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The Effectiveness of Collaborative Learning in SW Education based on Metaverse Platform (메타버스 기반 협력적 소통 SW 교육 프로그램의 효과)

  • Son, Jungmyoung;Lee, Sihoon;Han, Jeonghye
    • Journal of The Korean Association of Information Education
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    • v.26 no.1
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    • pp.11-22
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    • 2022
  • The educational environment, where the change to blended learning and AI convergence education through non-face-to-face is accelerating, is based on the cultivation of digital literacy. This study attempted to verify the effectiveness of future competencies by creating a collaborative SW education program on the metaverse platform that emerged by supplementing the problems through non-face-to-face. Twenty programs on how to design and create software were organized for small-scale elementary classes in the metaverse. In order to verify the effectiveness 4C competency tool presented as future educational competency was selected, and homogeneity test for the experimental group and t-test were conducted. The results showed the SW education programs based on metaverse was effective in improving collaborative communication skills, confirming the possibility of SW education through blended learning.

Design of Elementary, Middle and High School SW·AI-based Learning Platform in IoT Environment (사물인터넷 환경에서의 초·중·고 SW·AI기반 학습 플랫폼 설계)

  • Keun-Ho Lee
    • Journal of Internet of Things and Convergence
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    • v.9 no.1
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    • pp.117-123
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    • 2023
  • While applying new digital technologies, interest in software and artificial intelligence is quite high. In particular, many changes are being made for the development of software and artificial intelligence in the field of education. From 2025, software and artificial intelligence-related curricula will be applied to public education in elementary, middle and high schools. The Ministry of Education is also conducting various camps to experience software and artificial intelligence in various ways in elementary, middle and high schools before they are applied to public education. Several platforms for experience camps related to software and artificial intelligence are also being used. In this study, we intend to increase the educational efficiency of the learning method for software and artificial intelligence to be developed in the future by designing a model for software and artificial intelligence experiential learning platforms.

AiMind: SW·AI Convergence Education Platform for Fostering Digital Talent (AiMind: 디지털 인재 양성을 위한 SW·AI 융합 교육 플랫폼)

  • Se-Hoon Lee;Ki-Tea Kim;Jay Yun;Do-Hyung Kang;Young-Ho Kim
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2023.07a
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    • pp.387-388
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    • 2023
  • 본 논문에서는 인공지능(AI) 체험부터 초중등, 대학 및 평생교육에서 필요한 광범위한 응용과 활용을 할 수 있는 라이브러리를 디지털북 형태로 지원하며, 블록과 텍스트 코딩의 장점을 취합해 입문자들이 쉽고 재미있게 SW·AI 융합 교육을 할 수 있는 플랫폼을 구현하였다. 플랫폼은 웹어셈블리 기반의 파이오다이드를 통해 웹 브라우저에서 파이썬 코딩을 가능하게 하고 복잡한 설치과정 없이 쉽게 이용이 가능하다. 다양한 LMS와 연동이 가능하도록 API를 제공하며, Drag & Fill 블록으로 입문자가 코딩에 겪는 어려움 중 하나인 많은 양의 함수와 파라미터 사용법의 어려움을 해소하였다. 플랫폼은 블록으로 코딩하여 문법의 어려움, 오탈자, 오류 등을 줄이는 동시에 블록에서 생성되는 파이썬 텍스트 코드로 입문자가 텍스트 코드에 익숙해질 수 있는 경험을 제공한다.

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Development and Application of Artificial Intelligence Education Program for Secondary School Students using Self-Driving Cars (자율주행 자동차를 이용한 중등 학생 대상 인공지능 교육 프로그램 개발 및 적용)

  • Ryu, Hyein;Lee, Jeonghun;Cho, Jungwon
    • Journal of Digital Convergence
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    • v.19 no.7
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    • pp.227-236
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    • 2021
  • This study aims to develop an AI education program for secondary school students to help understand AI and to provide an experience of solving real-life problems by using AI, and to analyze the effectiveness of education. The education program based on the AI education system for K-12 developed in the previous study was composed of a total of 12 lessons by selecting the self-driving cars, which is emerging as a recent issue among real life problems, as the main topic. Classes were conducted for secondary school students who had experience in software education, and the effectiveness of education and class satisfaction were analyzed. As a result of the analysis, it was confirmed that the understanding of AI and the sense of AI efficacy were improved, and the class satisfaction was high in all items such as educational content, fun in class, difficulty of class, and interest in AI. Based on these results, implications for AI education for secondary students were proposed.

Effect of career experience programs using digital technology on SW career orientation (디지털 테크놀로지를 활용한 진로 체험프로그램이 SW진로 지향도에 미치는 영향)

  • Kim, SeanJoo;Chu, SeokJu
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2021.07a
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    • pp.437-438
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    • 2021
  • 본 논문에서는 SW중심사회로 나아감에 따라 SW와 관련된 진로에 대한 지향도를 높이기 위해 디지컬 테크놀로지를 활용한 직업 체험의 효과성을 검증하고 시사점을 도출해낸다. 다양한 직업인이 되어 인공지능, 사물인터넷, 빅데이터, 3D모델링, 가상현실 등 디지털 테크놀로지를 활용한 직업 체험을 경험한 학생들은 향상된 SW진로 지향도를 보인다. SW진로에 대한 선호도, SW교육에 대한 선호도, SW진로교육에 대한 필요성 인식, SW진로에 대한 정보제공의 필요성 인식이 모두 증가하였고, 이처럼 SW진로지향도를 높이기 위해서는 직업과 연계한 디지컬 테크놀로지 교육이 활발히 이뤄져야 한다.

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Design of High School Software AI Education Model in IoT Environment (사물인터넷 환경에서의 고등학교 SW·AI 교육 모델 설계)

  • Keun-Ho Lee;JungSoo Han
    • Journal of Internet of Things and Convergence
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    • v.9 no.1
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    • pp.49-55
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    • 2023
  • The evolution of new digital technologies is progressing rapidly. In particular, many changes in software and artificial intelligence are progressing rapidly in the field of education. The Ministry of Education is planning an educational program by linking software and artificial intelligence regular curriculum. Before applying it to regular subjects, various software and artificial intelligence related experience camps are being promoted. This study aims to construct an educational model for software and artificial intelligence education programs for high school students based on new digital technology. By expanding and distributing software and artificial intelligence education, we aim to enhance the basic capabilities of software and artificial intelligence for high school students. I would like to define the concept of software and artificial intelligence in high school and propose a model that links software and artificial intelligence learning factors to the regular curriculum.

A Study on the Evaluation Direction of AI Education through the Analysis of SW Education Learner-centered Assessment Cases (SW교육 학습자 중심 평가 사례 분석을 통한 인공지능교육의 평가 방향 고찰)

  • Shin, Heenam;Ann, SungHun
    • Journal of The Korean Association of Information Education
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    • v.24 no.5
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    • pp.511-518
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    • 2020
  • Preparing for the Fourth Industrial Revolution and Corona-19, our education is expanding a new chapter of learning to the era of AI education that incorporates software technology beyond software education. In this study, we will analyze the case of learner-centered assessment in software education and examine the assessment direction of artificial intelligence education through its effectiveness. Through the case of applying learner-centered assessment to non-computer subjects including computer subjects, we sought the effects on learners' learning, environmental conditions and assessment models of learner-centered evaluation, and through the case of applying the learner-centered assessment model to software education, we wanted to find out what the learner-centered assessment in artificial intelligence education suggests to the educational site. According to the analysis, the learner-centered assessment had a significant effect on the learner's achievement goal, and it is expected that the learner-centered assessment in artificial intelligence education will be carried out smoothly when an objective evaluation system and objective evaluation model are designed to help the learner's assessment, building digital environment conditions based on intelligent information technology.

Convergence Education Program Using Smart Farm for Artificial Intelligence Education of Elementary School Students (초등학생 대상의 인공지능교육을 위한 스마트팜 활용 융합교육 프로그램)

  • Kim, Jung-Hoon;Moon, Seong-Hwan
    • Journal of the Korea Convergence Society
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    • v.12 no.10
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    • pp.203-210
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    • 2021
  • This study was conducted to develop a convergence education program using smart farms with both input data(temperature, humidity, etc.) and output data(vegetables, fruits, etc.) that are easily accessible in everyday life so that elementary school students can intuitively and easily understand the principles of artificial intelligence(AI) learning. In order to develop this program, we conducted a prior study analysis of a horticulture, software, robot units in the 2015 Practical Arts curriculum and artificial intelligence education. Based on this, 13 components and 16 achievement criteria were selected, and AI programs of 4 sessions(a total of 8 hours). This program can be used as a reference when developing various teaching materials for artificial intelligence education in the future.

A Study on Trend Change and Policy Implications in SW Education (SW교육의 트렌드 변화와 정책적 시사점 연구)

  • Kim, Yongsung
    • Proceedings of the Korea Information Processing Society Conference
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    • 2019.10a
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    • pp.623-625
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    • 2019
  • 인공지능과 소프트웨어가 중요한 역할을 하는 시대가 되었고, 이를 학생들에게 교육하여 미래의 AI/SW 인재를 양성하는 것에 많은 관심이 집중되고 있다. 해외 주요국에서는 이러한 시대적 흐름에 맞추어 AI/SW 분야의 인재 양성을 위해 노력하고 있으며, 국내에서도 여러 부처에서 관련된 다양한 정책을 시행하고 있다. 본 논문에서는 SW교육 관련 소셜미디어와 언론 데이터를 수집하고 이를 분석하여 국내 AI/SW교육에 대한 시사점을 제시하려고 한다. 이를 위해 2014년부터 2018년까지 총 5개년도의 데이터를 수집하고, 네트워크 분석 방법을 활용하여 연도별 SW교육의 흐름, 주요 등장 키워드, 연관 검색어들을 파악하였다. 이를 활용하여 미래의 AI/SW 교육 정책 수립 및 개선을 위한 시사점을 모색해보고자 한다.

Development of SW Education Program for Data-Driven Problem Solving Using Micro:bit (마이크로비트를 활용한 데이터 기반 문제해결 SW교육 프로그램 개발)

  • Kim, JBongChul;Yu, HeaJin;Oh, SeungTak;Kim, JongHoon
    • Journal of The Korean Association of Information Education
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    • v.25 no.5
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    • pp.713-721
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    • 2021
  • As the Ministry of Education has introduced AI education in earnest in the 2022 revised curriculum, there is growing sympathy for the need for data-related education along with AI education. In order to develop the competence to understand and utilize artificial intelligence properly, the understanding and utilization competence of data must be based on it. In this study, a data-driven problem solving SW education program using microbit was developed by synthesizing the results of demand analysis and previous research analysis. The data-driven problem solving education program was developed with educational elements that can be applied to elementary school students among the contents of data science. Through the program developed in this study, education that combines various topics and subjects can be linked based on real-life data. Furthermore, based on an understanding of data, it will lay the foundation for a more substantial AI education program.