• Title/Summary/Keyword: Artificial Intelligence Curriculum

Search Result 163, Processing Time 0.031 seconds

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
    • /
    • v.25 no.5
    • /
    • pp.713-721
    • /
    • 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.

Development of the Contents of AI Convergence Education Method Subjects and Verification of Teaching Efficacy Effectiveness for Elementary and Secondary Teachers

  • Kim, Jeong-Rang
    • Journal of the Korea Society of Computer and Information
    • /
    • v.27 no.3
    • /
    • pp.217-223
    • /
    • 2022
  • In this paper, the needs and environment of the 'AI Convergence Education Method' were analyzed for elementary and secondary teachers, and based on this, teaching efficacy of informatics education was verified. For the research, elementary and secondary teachers who take the subject were selected, and based on the results of analyzing the general characteristics, pre-knowledge level, and needs of the subject, curriculum for 15 weeks was developed. As a result of verifying the teaching efficacy effectiveness of the developed 'AI Convergence Education Method' subject for 15 weeks, the effectiveness of the information education teaching efficacy was verified. Among the factors, there were statistically significant differences in information teaching values and information teaching strategies. In the future, it is necessary to conduct follow-up research to secure teachers' professionalism, such as linking with schools and convergence with other subjects. Various teaching and learning materials and teaching and learning methods such as educational contents and materials, reference literature, and artificial intelligence education platforms need to be prepared.

A Study on the Effectiveness of AI-based Learner-led Assessment in Elementary Software Education (초등 소프트웨어 교육에서 AI기반의 학습자 주도 평가의 효과성 고찰)

  • Shin, Heenam;Ahn, Sung Hun
    • Journal of Creative Information Culture
    • /
    • v.7 no.3
    • /
    • pp.177-185
    • /
    • 2021
  • In future education, the paradigm of education is changing due to changes in learner-led and assessment methods. In addition, AI-based learning infrastructure and software education are increasingly needed. Thus, this study aims to examine the effectiveness of AI-based evaluation in future education by combining it with learner-led assessment. Using AI education and evaluation literature and Step 7 of the Learner-Driven Software Assessment Method, we sought to extract evaluation elements tailored to elementary school level in conjunction with the 2015 revised elementary practical course content elements, software understanding, procedural problem solving, and structural evaluation elements. In the future, we will develop a grading system that applies AI-based learner-led evaluation elements in software education and continuously demonstrate its effectiveness, and help the school site prepare for future education independently through AI-based learner-led assessment in software education.

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
    • /
    • v.19 no.5
    • /
    • pp.285-293
    • /
    • 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.

Comparative Analysis of Information Security Textbooks for Chinese Elementary and Secondary Students (중국의 초·중등학생 대상 정보보호 교재 비교 고찰)

  • Eunsun Choi;Namje Park
    • The Journal of the Convergence on Culture Technology
    • /
    • v.9 no.3
    • /
    • pp.183-192
    • /
    • 2023
  • Digital transformation is taking place rapidly around the world. As the development of digital technology becomes very fast, more information is expected to be digitized. Therefore, the possibility of cyber threats is increasing in transmitting and storing sensitive information such as personal and financial information online. In this paper, we compared and analyzed information security textbooks for elementary and secondary school students in China, where the recent development of artificial intelligence and digital transformation are rapidly occurring. After we collected related textbooks, textbooks suitable for analysis were selected. Then, we analyzed the external and internal systems of the textbooks separately. As a result of the external system analysis, all the textbook covers were properly produced, but the quality difference was significant among textbooks. In the case of textbooks for elementary school students, the excellence of layout and content placement was noticed. On the other hand, due to the internal system analysis, various contents were not included evenly when looking at the learning contents based on the "information society responsibility" learning goals presented in China. Through this paper, we hope to provide implications for information security-related education and textbook development research.

A study on Digital Literacy for University Liberal Education in the AI Era (AI 시대 대학 교양교육에 필요한 디지털 리터러시 연구)

  • Hye-Jin Baek;Cheol-Seung Lee
    • The Journal of the Korea institute of electronic communication sciences
    • /
    • v.19 no.3
    • /
    • pp.539-544
    • /
    • 2024
  • This paper examines the necessity and direction of digital literacy education as university education in the AI era. Digital literacy can be considered universal education about everyday culture in a digital environment, and its scope is expanding to cultivate the competencies necessary for citizens of a digital society, rather than simply the ability to use digital devices. In this paper, the university liberal arts curriculum has strengthened the information literacy area to reflect the changes of the times, but it is presented as a problem that it is still focused on the technical aspects of learning how to use digital devices and specific programs. It was suggested that the direction of digital literacy education in universities should not be limited to the technical and instrumental aspects of using digital devices, but that it would be desirable to focus on digital ethics considering the social impacts that may arise from the use of digital devices.

A Study Covering the Comparative Analysis of Educational Systems in Major Countries for Regular Cybersecurity Education (사이버보안 정규교육화를 위한 주요국 교육체계 비교분석 연구)

  • YOO, Jiyeon
    • The Journal of the Convergence on Culture Technology
    • /
    • v.7 no.1
    • /
    • pp.397-405
    • /
    • 2021
  • With the recent phenomenon of the Intelligence Information Society, the cyber security paradigm has begun to change. In particular, the increase of the interconnectedness of the hyperlinked society has extended the scope of damage that can be caused by cyber threats to the real world. In addition to that, it can also be a risk to any given individual who could accompany a crisis that has to do with public safety or national security. Adolescents who are digital natives are more likely to be exposed to cyber threats, which is mainly due to the fact that they are significantly more involved in cyber activities and they also possess insufficient security comprehension and safety awareness. Therefore, it is necessary to strengthen cyber security capabilities of every young individual, so that they can effectively protect themselves against cyber threats and better manage their cyber activities. It examines the changes of the security paradigm and the necessity for cyber security education, which is in direct accordance to the characteristics of a connected society that further suggests directions and a basic system of cyber security education, through a detailed analysis of the current state of Domestic and Overseas Cyber Security Education. The purpose of this study was to define cybersecurity competencies that are necessary within an intelligent information society, and to propose a regular curriculum for strengthening cybersecurity competencies, through the comparison and meticulous analysis of both domestic and overseas educational systems that are pertinent to cybersecurity competencies. Accordingly, a cybersecurity competency system was constructed, by reflecting C3-Matrix, which is a cyber competency system model of digital citizens. The cybersecurity competency system consists of cyber ethics awareness, cyber ethics behavior, cyber security and cyber safety. In addition to this, based on the basic framework of the cybersecurity competency system, the relevant education that is currently being implemented in the United States, Australia, Japan and Korea were all compared and analyzed. From the insight gained through the analysis, the domestic curriculum was finally presented. The main objective of this new unified understanding, was to create a comprehensive and effective cyber security competency curriculum.

An analysis of public perception on Artificial Intelligence(AI) education using Big Data: Based on News articles and Twitter (빅데이터 분석을 통해 본 AI교육에 대한 사회적 인식: 뉴스기사와 트위터를 중심으로)

  • Lee, Sang-Soog;Yoo, Inhyeok;Kim, Jinhee
    • Journal of Digital Convergence
    • /
    • v.18 no.6
    • /
    • pp.9-16
    • /
    • 2020
  • The purpose of this study is to understand the public needs for AI education actively promoted and supported by the current government. In doing so, 11 metropolitan news articles and Twitter posts regarding AI education that have been posted from January 1, 2018 to December 31, 2019 were collected. Then, word frequency analysis using TF(Term Frequency) method and LDA(Latent Dirichlet Allocation) method of topic modeling analysis were conducted. The topics of the news articles turn out to be a macroscopic policy support such as 'training female manpower in the AI field' and 'curriculum reform of university and K-12', whereas the topics of twitter delineate more detailed social perception on future society, such as future competencies and pedagogical methods, including 'coexistence with intelligent robots', 'coding education', and 'humane education competence development'. The findings are expected to be used to suggest the implications for the composition and management of AI curriculum as well as the basic framework of human resources development in the future industry.

Defining Competency for Developing Digital Technology Curriculum (디지털 신기술 교육과정 개발을 위한 역량 정의)

  • Ho Lee;Juhyeon Lee;Junho Bae;Woosik Shin;Hee-Woong Kim
    • Knowledge Management Research
    • /
    • v.25 no.1
    • /
    • pp.135-154
    • /
    • 2024
  • As the digital transformation accelerates, the demand for professionals with competencies in various digital technologies such as artificial intelligence, big data is increasing in the industry. In response, the government is developing various educational programs to nurture talent in these emerging technology fields. However, the lack of a clear definition of competencies, which is the foundation of curriculum development and operation, has posed challenges in effectively designing digital technology education programs. This study systematically reviews the definitions and characteristics of competencies presented in prior research based on a literature review. Subsequently, in-depth interviews were conducted with 30 experts in emerging technology fields to derive a definition of competencies suitable for technology education programs. This research defines competencies for the development of technology education programs as 'a set of one or more knowledge and skills required to perform effectively at the expected level of a given task.' Additionally, the study identifies the elements of competencies, including knowledge and skills, as well as the principles of competency construction. The definition and characteristics of competencies provided in this study can be utilized to create more systematic and effective educational programs in emerging technology fields and bridge the gap between education and industry practice.

Development a Standard Curriculum Model of Next-generation Software Education (차세대 소프트웨어(SW)교육 표준 모델 개발)

  • Kim, Kapsu;Koo, Dukhoi;Kim, Seongbaeg;Kim, Soohwan;Kim, Yungsik;Kim, Jamee;Kim, Jaehyoun;Kim, Changsuk;Kim, Chul;Kim, Hanil;Kim, Hyeoncheol;Park, Namje;Park, Jungho;Park, Phanwoo;Seo, Insoon;Seo, Jungyun;Sung, Younghoon;Song, Taeok;Lee, Youngjun;Lee, Jaeho;Lee, Jungseo;Lee, Hyeonah;Lee, Hyeongok;Jun, Soojin;Jeon, Yongju;Jeong, Youngsik;Jeong, Inkee;Choi, Sookyoung;Choi, Jeongwon;Han, Sungwan
    • Journal of The Korean Association of Information Education
    • /
    • v.24 no.4
    • /
    • pp.337-367
    • /
    • 2020
  • In this study, the standard model of next-generation software(SW) education was developed to expand SW education for fostering future talents and to prepare a consistent SW education application system for elementary, middle and high schools in the next revised curriculum. To this end, based on the study of the standard model for elementary and secondary SW education conducted in 2017~2018 academics, basic research and analysis on domestic and foreign SW education, public forums of related organizations and experts, global SW education workshops, and public hearings are held. Through this process, a consistent application system for SW education in elementary, middle, and high schools was established, and the next generation SW education standard curriculum model that can be connected to higher education and industry was developed.