• Title/Summary/Keyword: 교육에서의 인공지능

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A Study to Design the Instructional Program based on Explainable Artificial intelligence (설명가능한 인공지능기반의 인공지능 교육 프로그램 개발)

  • Park, Dabin;Shin, Seungki
    • 한국정보교육학회:학술대회논문집
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    • 2021.08a
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    • pp.149-157
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    • 2021
  • Ahead of the introduction of artificial intelligence education into the revised curriculum in 2022, various class cases based on artificial intelligence should be developed. In this study, we designed an artificial intelligence education program based on explainable artificial intelligence using design-based research. Artificial intelligence, which covers three areas of basic, utilization, and ethics of artificial intelligence and can be easily connected to real-life cases, is set as a key topic. In general design-based studies, more than three repetitive processes are performed, but the results of this study are based on the results of the primary design, application, and evaluation. We plan to design a program on artificial intelligence that is more complete based on the third modification and supplementation by applying it to the school later. This research will help the development of artificial intelligence education introduced at school.

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Development of SW education class plan using artificial intelligence education platform : focusing on upper grade of elementary school (인공지능(AI) 교육 플랫폼을 활용한 SW교육 수업안 개발 : 초등학교 고학년을 중심으로)

  • Son, Won-Seong
    • Journal of The Korean Association of Information Education
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    • v.24 no.5
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    • pp.453-462
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    • 2020
  • With the development of artificial intelligence, a lot of platforms have emerged that enable anyone to easily access and learn about artificial intelligence or create artificial intelligence models. Therefore, in this study, we analyzed various artificial intelligence education platforms and developed and proposed a SW education class plan using a framework-based artificial intelligence education platform for activating artificial intelligence based SW education. The artificial intelligence-based SW education framework aims to cultivate artificial intelligence literacy on the basis of computational thinking. In addition, a learner-centered project class was formed to include elements that could be fused with real life contexts or other subjects. Using this, with the theme of creating an artificial intelligence program to help separate garbage collection, a six-hour project-based class was developed and proposed using practical arts, social studies, and creative experiential activities. This project class was organized using a platform that is not difficult, such as AI Oceans and Entry.

An Analysis of the Influence of Block-type Programming Language-Based Artificial Intelligence Education on the Learner's Attitude in Artificial Intelligence (블록형 프로그래밍 언어 기반 인공지능 교육이 학습자의 인공지능 기술 태도에 미치는 영향 분석)

  • Lee, Youngho
    • Journal of The Korean Association of Information Education
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    • v.23 no.2
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    • pp.189-196
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    • 2019
  • Artificial intelligence has begun to be used in various parts of our lives, and recently its sphere has been expanding. However, students tend to find it difficult to recognize artificial intelligence technology because education on artificial intelligence is not being conducted on elementary school students. This paper examined the teaching programming language and artificial intelligence teaching methods, and looked at the changes in students' attitudes toward artificial intelligence technology by conducting education on artificial intelligence. To this end, education on block-type programming language-based artificial intelligence technology was provided to students' level. And we looked at students' attitudes toward artificial intelligence technology through a single group pre-postmortem. As a result, it brought about significant improvements in interest in artificial intelligence, possible access to artificial intelligence technology and the need for education on artificial intelligence technology in schools.

A Study on the Educational Meaning of eXplainable Artificial Intelligence for Elementary Artificial Intelligence Education (초등 인공지능 교육을 위한 설명 가능한 인공지능의 교육적 의미 연구)

  • Park, Dabin;Shin, Seungki
    • Journal of The Korean Association of Information Education
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    • v.25 no.5
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    • pp.803-812
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    • 2021
  • This study explored the concept of artificial intelligence and the problem-solving process that can be explained through literature research. Through this study, the educational meaning and application plan of artificial intelligence that can be explained were presented. XAI education is a human-centered artificial intelligence education that deals with human-related artificial intelligence problems, and students can cultivate problem-solving skills. In addition, through algorithmic education, it is possible to understand the principles of artificial intelligence, explain artificial intelligence models related to real-life problem situations, and expand to the field of application of artificial intelligence. In order for such XAI education to be applied in elementary schools, examples related to real world must be used, and it is recommended to utilize those that the algorithm itself has interpretability. In addition, various teaching and learning methods and tools should be used for understanding to move toward explanation. Ahead of the introduction of artificial intelligence in the revised curriculum in 2022, we hope that this study will be meaningfully used as the basis for actual classes.

The Effect of Physical Computing Programming Education Integrating Artificial Intelligence on Computing Thinking Ability of Elementary School Students (인공지능을 융합한 피지컬 컴퓨팅 프로그래밍 교육이 초등학생의 컴퓨팅 사고력에 미치는 영향)

  • Yungsik Kim;Yoo-Seong Kim
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2024.01a
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    • pp.5-12
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    • 2024
  • 챗GPT 등 인공지능이 일상생활에서 점차 그 활용이 확대되고 있는 시기에 교육현장에서는 인공지능 융합 교육에 대한 관심이 더욱 증대되고 있다. 이에 본 논문에서는 인공지능을 융합한 피지컬 컴퓨팅 프로그래밍 교육 방법을 제안하고 초등학생의 컴퓨팅 사고력에 미치는 영향을 분석하였다. 분석 결과 인공지능을 융합한 피지컬 컴퓨팅 프로그래밍 교육이 인공지능을 융합하지 않은 피지컬 컴퓨팅 프로그래밍 교육에 비해 초등학생의 컴퓨팅 사고력 신장에 더욱 긍정적인 효과를 나타내었음을 통계적으로 확인할 수 있었다. 본 연구의 결과를 바탕으로 보다 다양한 인공지능을 융합한 소프트웨어 교육 방법과 관련된 다양한 논의와 연구가 더욱 활발히 이루어지기를 기대한다.

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A Study on Artificial Intelligence Literacy of Middle School Students (중학생의 인공지능 리터러시 조사)

  • Kim, Seong-Won;Lee, Eunkyoung
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2022.07a
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    • pp.401-402
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    • 2022
  • 본 연구에서는 중학생의 인공지능 리터러시와 인공지능 리터러시에 영향을 주는 요인(성별, 인공지능 관련 경험, 인공지능에 대한 관심)을 조사·분석하였다. 연구 결과, 중학생의 인공지능 리터러시는 여성보다 남성이 높았다. 모든 세부 요인에서 유의한 차이는 아니었지만, 인공지능 문제 해결과 관련된 세부 요인은 남성이 더 높은 것으로 나타났다. 인공지능 관련 경험은 인공지능 간접 경험, 직접 경험, 교육 경험이 있는 학생이 경험이 없는 학생보다 인공지능 리터러시가 높았다. 마지막으로 인공지능에 대한 관심이 높을수록 인공지능 리터러시가 높았다.

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Investigating the Restructuring of Artificial Intelligence Curriculum in Specialized High Schools Following AI Department Reorganization (특성화고 인공지능학과 개편에 따른 인공지능 교육과정 개편 방안 연구)

  • EunHee Goo
    • Journal of Practical Engineering Education
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    • v.16 no.1_spc
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    • pp.41-49
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    • 2024
  • The advancement of artificial intelligence on a global scale is significantly transforming life. In the field of education, there is a strong emphasis on actively utilizing AI and fostering creatively integrated talents with diverse knowledge. In alignment with this trend, there is a paradigm shift in AI education across primary, middle, high school, as well as university and graduate education. Leading AI schools and specialized high schools are dedicated to enhancing students' AI capabilities, while universities integrate AI into software courses or establish new AI departments to nurture talent. In AI-integrated education graduate programs, national efforts are underway to educate instructors from various disciplines on applying AI technology to the curriculum. In this context, specialized high schools are also restructuring their departments to cultivate technological talent in AI, tailored to students' characteristics and career paths. While the current education focuses primarily on the fundamental concepts and technologies of AI, there is a need to address the aspect of developing practical problem-solving skills. Therefore, this research aims to compare and analyze essential educational courses in AI-leading schools, AI-integrated high schools, AI high schools, university AI departments, and AI-integrated education graduate programs. The goal is to propose the necessary educational courses for AI education in specialized high schools, with the expectation that a more advanced curriculum in AI education can be established in specialized high schools through this effort.

Analysis of Attitude toward Artificial Intelligence of Middle School Student (중학생의 인공지능에 대한 태도에 미치는 요인 분석)

  • Kim, Seong-Won;Lee, Youngjun
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2020.07a
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    • pp.237-238
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    • 2020
  • 본 논문에서는 중학생의 인공지능에 대한 태도에 영향을 미치는 요인을 살펴보았다. 김성원과 이영준(2020)에서 개발한 중학생의 인공지능에 대한 태도 측정 검사 도구를 중학생에게 실시하고, 요인에 따른 태도 차이를 분석하였다. 중학생의 인공지능에 대한 태도는 성별에 따른 차이는 존재하지 않았다. 또한, 학년과 인공지능 교육 경험도 중학생의 인공지능에 대한 태도에 영향을 주지 않았다. 반면에 인공지능에 대한 직·간접적인 경험이 있는 중학생은 경험이 없는 학생보다 인공지능에 대한 태도가 긍정적이었다. 마지막으로 인공지능에 대한 관심이 높을수록 인공지능에 대한 태도가 긍정적으로 나타났다. 후속 연구에서는 중학생의 인공지능에 대한 태도를 긍정적 변화시키기 위한 교육 프로그램 개발이 필요하다.

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The Effect of AI Learning Program on AI Attitude and Literacy of Gifted Children in Elementary Schools (인공지능 교육 프로그램이 초등영재아동의 인공지능 태도와 소양 향상에 미치는 영향)

  • Yang, Changmo
    • Journal of The Korean Association of Information Education
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    • v.26 no.1
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    • pp.35-44
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    • 2022
  • Previous studies showed that an improvement in attitude toward a subject affects academic achievement in the subject. The purpose of this study is to confirm that the AI education program causes changes in the AI attitude of gifted children in elementary school, and that the change in attitude leads to a change in literacy. In this study, we conducted an AI education program for gifted children, and analyze the effect of AI education program on the change in AI attitude AI literacy through pre- and post-test. The result of the analysis showed the statistically significant improvement of AI attitudes. In addition, through regression analysis it was found that the change in AI attitude has a statistically significant direct effect on the change in AI literacy. This study has a limitation in that self-evaluation was used to measure AI attitudes and literacy and conducted to a relatively small number of samples. Even though, it was also confirmed that the activities of making an AI programs experienced in real-life can cause changes in AI attitudes and literacy.

Ethical Dilemma on Educational Usage of A.I. Speaker (인공지능 스피커의 교육적 활용에서의 윤리적 딜레마)

  • Han, Jeonghye;Kim, Jong-Wook
    • Journal of Creative Information Culture
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    • v.7 no.1
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    • pp.11-19
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    • 2021
  • With the announcement of the AI national strategy, various policies for AI education are being proposed, and AI convergence education for teachers is actively being promoted. In addition, AI speakers are being sold and distributed to each home, and field studies of educational use of AI speakers have just started. This study examines the controversial problems that AI speakers may cause in AI ethics, and attempts to derive an ethical dilemma that may arise when AI speakers are used at home or at school. This dilemma can be used in the moral competence test (MCT), which measures the level of moral judgment for each group of artificial intelligence speakers.