• Title/Summary/Keyword: AI.SW 교육

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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.

AiMind: AI Experience and Physical Computing Education Platform (AiMind: AI 체험 및 피지컬컴퓨팅 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.395-396
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    • 2023
  • 본 논문에서는 디지털 전환 시대에 모든 사람들이 인공지능(AI) 체험부터 피지컬컴퓨팅을 통해서 SW·AI 융합해 아이디어를 쉽게 구현하고 교육 받을 수 있는 플랫폼을 구현하였다. AI 체험을 위해 P5.js와 텐서플로우에 기반한 ML5.js 라이브러리를 이용해 블록 코딩을 할 수 있도록 하였다. 또한 피지컬컴퓨팅에서는 마이크로비트와 아두이노, 라즈베리파이 등을 WebUSB를 통해서 PC와 연결하고 플랫폼에서 인공지능의 다양한 서비스와 융합시킬 수 있도록 제공한다.

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Study of Data-Driven Problem Solving SW Education Program using Micro:bit. (마이크로비트를 활용한 데이터 기반 문제해결 SW교육 방안 연구)

  • Oh, SeungTak;Yu, HeaJin;Kim, BongChul;Kim, JongHun
    • 한국정보교육학회:학술대회논문집
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    • 2021.08a
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    • pp.25-30
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    • 2021
  • With the introduction of AI education in the 2022 Revised Curriculum emphasizing the need for data related education, it is necessary to improve students' data based problem solving skills. This study seeks to study SW education methods to improve students' data based problem solving skills in accordance with these needs. Based on the ADDIE model, the demand analysis survey was conducted on teachers to analyze their needs. Based on the results of the demand analysis, we designed education programs under the theme of data based problem solving skills using microbit. In this study, we raise the importance of data based problem solving and the need for its capabilities. Subsequent studies need to reveal how data based problem solving SW education will demonstrate significant effects on problem solving skills.

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The Educational Perception on Artificial Intelligence by Elementary School Teachers (초등 교사들의 인공지능에 관한 교육적 인식)

  • Ryu, Miyoung;Han, SeonKwan
    • Journal of The Korean Association of Information Education
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    • v.22 no.3
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    • pp.317-324
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    • 2018
  • This study analyzes elementary school teachers' perception of Artificial Intelligence, educational effect, and necessity in education. To analyze teachers' perceptions, we developed questionnaires with expert advice. We collected questionnaires for 151 elementary school teachers. The collected data were analyzed by t-test and one-way ANOVA. As a result, AI' perceptions of female teachers were lower than those of male teachers and the necessity of education was less. Teachers with experience in leading schools recognized that AI education would help to improve creativity. Teachers who have a lot of teaching experience, many experience in SW education, the experience in SW education have a high interest in AI and understand the relevance of the subject. We expect that this study will help the direction of SW education.

A Study on the Composition of Curriculum for AI Education in Elementary School (초등학교 AI교육을 위한 교육과정 구성 연구)

  • Bae, Youngkwon;Yoo, Inhwan;Yu, Wonjin;Kim, Wooyeol
    • Journal of The Korean Association of Information Education
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    • v.25 no.2
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    • pp.279-288
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    • 2021
  • The interest in artificial intelligence education in education is also high based on recent social interest in artificial intelligence. Accordingly, Korea is preparing a foothold for revitalizing artificial intelligence education in the future, such as announcing an artificial intelligence education plan by expanding from software (SW) education that has become a regular curriculum after the 2015 revised curriculum, and various studies are being conducted. However, research on the curriculum related to what and how to educate in artificial intelligence education is still in its infancy and further research is needed. A look at related research shows many similarities and differences in research related to domestic and foreign AI curriculum, because there are differences in the areas and content elements that each research focuses on. Therefore, in this study, in preparation for the future independence of the information subject and the formalization of AI education, literature studies on domestic and foreign AI curriculum are conducted, and based on this, the direction of the curriculum composition for elementary school AI education is to be explored.

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.

Artificial Intelligence(AI) Fundamental Education Design for Non-major Humanities (비전공자 인문계열을 위한 인공지능(AI) 보편적 교육 설계)

  • Baek, Su-Jin;Shin, Yoon-Hee
    • Journal of Digital Convergence
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    • v.19 no.5
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    • pp.285-293
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    • 2021
  • With the advent of the 4th Industrial Revolution, AI utilization capabilities are being emphasized in various industries, but AI education design and curriculum research as universal education is currently lacking. This study offers a design for universal AI education to further cultivate its use in universities. For the AI basic education design, a questionnaire was conducted for experts three times, and the reliability of the derived design contents was verified by reflecting the results. As a result, the main competencies for cultivating AI literacy were data literacy, AI understanding and utilization, and the main detailed areas derived were data structure understanding and processing, visualization, word cloud, public data utilization, and machine learning concept understanding and utilization. The educational design content derived through this study is expected to increase the value of competency-centered AI universal education in the future.

The Necessity of an Elementary School Information Curriculum based on the Analysis of Overseas SW and AI Education (해외 SW·AI 교육 현황 분석을 통한 초등학교 정보 교과의 필요성)

  • Song, Ui-Sung;Rim, Hwa-Kyung
    • Journal of The Korean Association of Information Education
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    • v.25 no.2
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    • pp.301-308
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    • 2021
  • In line with the social changes due to the Fourth Industrial Revolution, foreign countries are strengthening information education for the future of education. This study analyzed the current status of software (SW) and artificial intelligence (AI) education among different types of information education programs in elementary schools of major foreign countries, and compared them with the education provided in Korea. Compared to major foreign countries, Korea allocated very little time for software education in elementary schools, making it difficult to sufficiently cover all areas of the curriculum achievement standards. In addition, other countries recognized the importance of artificial intelligence, an important technology of the Fourth Industrial Revolution, and were providing artificial intelligence education on the basis of software education at the national level. The Korean government is also planning on providing the education at national level, but it was identified that the information education of elementary schools have many problematic issues. This study emphasized the need to establish an information curriculum for elementary schools as a way to address these issues.

Development and Application of Education Program on Understanding Artificial Intelligence and Social Impact (인공지능의 이해와 사회적 영향력에 관한 교육 프로그램 개발 및 적용)

  • Kim, Han Sung;Jun, Soojin;Choi, SeongYune;Kim, Sungae
    • The Journal of Korean Association of Computer Education
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    • v.23 no.2
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    • pp.21-29
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    • 2020
  • The purpose of this study is to develop the educational programs for cultivating balanced view of technical understanding and social impact on Artificial Intelligence (AI). To this end, an educational program based on a constructivist approach was developed. Through an experimental class for middle school students we analyzed the concept and perception of AI and the satisfaction of the class. The main results are as follows. First, students' understanding of the concept and the cases of AI in their daily lives has improved. Second, the recognition of the impact of AI on society has emerged and concern about social impact have been lowered. Third, in terms of program satisfaction, all the factors such as understanding of AI, interest in class, interest in AI were high. With these results, we discussed the implications for AI education in elementary and secondary school.

Basic Study on the Establishment of AI Convergence Education Room (인공지능융합교육실 구축에 관한 기초연구)

  • Kim, Jeong-Rang
    • 한국정보교육학회:학술대회논문집
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    • 2021.08a
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    • pp.321-326
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    • 2021
  • In this paper, the information education plan of the Ministry of Education and offices of education was analyzed in relation to the construction of the AI convergence education room. And based on this, an appropriate construction direction was suggested. For research, AI convergence education room construction plan, budget amount per school and etc were analyzed in the information education plan of the Ministry of Education, KERIS, KOFAC, and the plan of leading schools for AI education. Although the Ministry of Education is making various efforts to promote SW education and artificial intelligence convergence education, it is found that the number is far insufficient compared to the number of elementary, middle and high schools. Efforts to expand the information education room at the government level are continuously required, and in order to utilize the developed artificial intelligence convergence education room, it is necessary to provide abundant teaching and learning examples for the construction space model. In addition, school-level planning and execution must be followed so that the constructed space can be used appropriately, and management and maintenance plans for equipment are required.

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