• Title/Summary/Keyword: Artificial Intelligence convergence education

Search Result 191, Processing Time 0.027 seconds

Development of Convergence Education Program for 'Understanding of Molecular Structure' using Machine Learning Educational Platform (머신러닝 교육 플랫폼 활용 '분자 구조의 이해'를 위한 융합교육 프로그램 개발)

  • Yi, Soyul;Lee, Youngjun
    • Journal of The Korean Association of Information Education
    • /
    • v.25 no.6
    • /
    • pp.961-972
    • /
    • 2021
  • In this study, an educational program was developed so that artificial intelligence could be used as a transdisciplinary convergence education with other disciplines. The main educational content is designed for 8 hours using machine learning to help students understand the molecular structure dealt with in high school chemistry. The program developed in this study calculated the I-CVI (Item Content Validity Index) value through expert review, and as a result, none of the items were rejected with a score of .80 or higher. Because the program of this study combines the content elements of the chemistry subject and the information (artificial intelligence) subject academically, it is expected that the learner will be able to increase the convergence talent literacy. In addition, since it is not required to secure a additional number of hours for this educational program, the burden on teachers may be low.

A Study on the Educational Uses of Smart Speaker (스마트 스피커의 교육적 활용에 관한 연구)

  • Chang, Jiyeun
    • Journal of the Korea Convergence Society
    • /
    • v.10 no.11
    • /
    • pp.33-39
    • /
    • 2019
  • Edutech, which combines education and information technology, is in the spotlight. Core technologies of the 4th Industrial Revolution have been actively used in education. Students use an AI-based learning platform to self-diagnose their needs. And get personalized training online with a cloud learning platform. Recently, a new educational medium called smart speaker that combines artificial intelligence technology and voice recognition technology has emerged and provides various educational services. The purpose of this study is to suggest a way to use smart speaker educationally to overcome the limitation of existing education. To this end, the concept and characteristics of smart speakers were analyzed, and the implications were derived by analyzing the contents provided by smart speakers. Also, the problem of using smart speaker was considered.

Development of Artificial Intelligence Education System for K-12 Based on 4P (4P기반의 K-12 대상 인공지능 교육을 위한 교육체계 개발)

  • Ryu, Hyein;Cho, Jungwon
    • Journal of Digital Convergence
    • /
    • v.19 no.1
    • /
    • pp.141-149
    • /
    • 2021
  • Due to the rapid rise of artificial intelligence technology around the world, SW education conducted in elementary and secondary schools is expanding including AI education. Therefore, this study aims to present an AI education system based on 4P(Play, Problem Solving, Product Making, Project) that can be applied from kindergarten to high school. The AI education system presented in this study is designed to be applied in 4P-based Play, Problem Solving, Product Making, and Project 4 stages so that it can be applied by school age and step by step. The level was presented by dividing it into two areas: AI literacy and AI development. In order to verify the validity of the developed AI education system, the Delphi method was applied to 15 experts who had experience in SW education or AI education. The AI education system derived as a result of the verification will be able to contribute to the development of a content system for AI education at each school level in the future.

Development and Application of an Artificial Intelligence Convergence Education Program Linked to School Library Reading Activities for Middle School Students (중학생을 위한 학교도서관의 독서활동 연계 인공지능 융합교육 프로그램의 개발과 적용)

  • Yonju No;Ji Won You
    • Journal of the Korean Society for information Management
    • /
    • v.41 no.1
    • /
    • pp.439-463
    • /
    • 2024
  • Recently, there has been a growing demand for school libraries to take on the role of curriculum convergence and content development. This study purposed to develop a program that integrates reading activities and artificial intelligence (AI) education in a middle school library as a platform for convergence education. The program aimed to enhance creative problem-solving skills by integrating an understanding of AI concepts and principles through reading activities related to AI topics. The program, comprising 18 sessions (6 modules), was implemented with 36 first-year students at A Middle School, Gyeonggi-do, in 2022. After implementation, a paired-sample t-test revealed significant improvements in AI learning self-efficacy and creative problem-solving skills. Participants also showed positive attitudes toward class engagement and reading activities. Implications for AI convergence education in connection with school libraries were discussed.

A Study on the Reality of IoT Device and Service Information Gap in the Era of Digital Transformation (디지털 전환 시대에 IoT 기기와 서비스 정보 격차 실태 연구)

  • Lee, Sangho;Cho, Kwangmoon
    • Journal of Internet of Things and Convergence
    • /
    • v.7 no.1
    • /
    • pp.79-89
    • /
    • 2021
  • This study attempted to identify the information gap about Internet of Things (IoT) devices and services in the era of digital transformation. To this end, we analyzed differences in perception of predicting future issues about IoT devices and services, and analyzed differences in the need for digital technology and help in life according to perceptions and experience of using IoT devices and services. Also, the level of education and demand for education were analyzed. A survey was conducted from February 15th to March 7th, 2021 for residents in Gwangju Metropolitan City and Jeollanam-do, and 232 respondents responded. Analysis was performed using SPSS 21.0, and all statistical values were presented as average values. The results of the study are as follows. First, the future issues of the intelligent information society according to the recognition of the intelligent information society, the help of life provided by artificial intelligence devices and services, and the need for intelligent information technology were presented. Second, the difference in Life help provided by artificial intelligence according to the recognition and use experience of artificial intelligence devices was presented. Third, the difference in life help provided by artificial intelligence according to the recognition and use experience of artificial intelligence service was presented. Fourth, the difference in necessity according to artificial intelligence technology recognition and use experience was presented. Fifth, the educational level and educational demand of the intelligent information society were investigated and presented. Through the results of this study, a suggestion for resolving the information gap in the era of digital transformation was suggested.

Development of Emotional Intelligence through A Maker Education Program Based on Design Thinking Process for Undergraduate Students in an University (디자인씽킹 프로세스 기반의 메이커교육 프로그램을 통한 감성지능의 향상 연구: 대학교 사례를 중심으로)

  • Ryu, Yeaeun;Kang, Inae;Jeon, Yongchan
    • Journal of the Korea Convergence Society
    • /
    • v.9 no.7
    • /
    • pp.163-175
    • /
    • 2018
  • The age of the $4^{th}$ Industrial revolution characterized with artificial intelligence leads to increased interest in emotional aspects representing humanity as counterpart competence to the digital literacy, As the educational model to foster emotional intelligence, noticed is 'maker education based on design thinking process,' since it cultivates the spirits of empathy, intuitive thinking, collaboration, communication, sharing, and openness. In this context, this study aimed to examine relationship between the educational model and emotional intelligence. For this purpose, a case study has been conducted with 37 undergraduate students in an University general education class, and the results of data collection and analysis confirmed positive influences of the program in enhancing most components of the emotional intelligence.

A study on the development of IoT-based middle school SW·AI education contents -Connection with Curriculum- (IoT 기반 중학교 SW·AI 교육 콘텐츠 개발에 관한 연구 -교육과정과의 연계-)

  • Han, JungSoo;Lee, Kenho
    • Journal of Internet of Things and Convergence
    • /
    • v.8 no.6
    • /
    • pp.21-26
    • /
    • 2022
  • This study aims to enhance the cultivation of SW·AI basic competencies of middle school students by forming and distributing SW·AI education programs for middle school students who form the basis of their lives. In addition, by planning SW·AI education programs in connection with the regular curriculum, it is intended to serve as a cornerstone for the public education of SW·AI education that will be implemented from 2025. To this end, the concept of SW and AI in middle school was first defined and a plan to link software/artificial intelligence learning factors to the regular curriculum was proposed, and based on this, SW·AI education programs for middle school students were prepared. Based on literature research, the understanding of artificial intelligence technology, the value of data, and the use of artificial intelligence technology in real life were set as SW·AI education contents, and educational programs were organized by linking them with the current middle school curriculum. All SW·AI education was organized in the form of practice rather than theory so that classes could be conducted centered on participants, and the purpose of the course was to cultivate the ability to use artificial intelligence technology in real life based on understanding artificial intelligence technology.

Study on Fostering Empathy by Design Education -Focusing on Elementary Education- (디자인 교육을 통한 공감능력 함양에 관한 예비적 고찰 -초등교육을 중심으로-)

  • Jeong, Won-Joon;Kim, Chang-Hyun;Kim, Seung-In
    • Journal of Digital Convergence
    • /
    • v.16 no.3
    • /
    • pp.423-428
    • /
    • 2018
  • The purpose of this study is to suggest the necessity of fostering empathy through design education since elementary education in order to develop human resources required in the artificial intelligence society. First we studied the definition, necessity and the present domestic state of design education. Also studied the elements of empathy, its necessity in the age of artificial intelligence, and how children can enhance empathy. Finally, we researched cases of design and empathy education abroad. In conclusion, the Nordic countries have developed social innovations through design and high levels of empathy. Also, design education in the form of playing with the process of communication, discussion and cooperation is important. Based on this study, we hope various design education programs develop that can foster empathy.

English Conversation System Using Artificial Intelligent of based on Virtual Reality (가상현실 기반의 인공지능 영어회화 시스템)

  • Cheon, EunYoung
    • Journal of the Korea Convergence Society
    • /
    • v.10 no.11
    • /
    • pp.55-61
    • /
    • 2019
  • In order to realize foreign language education, various existing educational media have been provided, but there are disadvantages in that the cost of the parish and the media program is high and the real-time responsiveness is poor. In this paper, we propose an artificial intelligence English conversation system based on VR and speech recognition. We used Google CardBoard VR and Google Speech API to build the system and developed artificial intelligence algorithms for providing virtual reality environment and talking. In the proposed speech recognition server system, the sentences spoken by the user can be divided into word units and compared with the data words stored in the database to provide the highest probability. Users can communicate with and respond to people in virtual reality. The function provided by the conversation is independent of the contextual conversations and themes, and the conversations with the AI assistant are implemented in real time so that the user system can be checked in real time. It is expected to contribute to the expansion of virtual education contents service related to the Fourth Industrial Revolution through the system combining the virtual reality and the voice recognition function proposed in this paper.

A Pilot Study of English Learners' Perception on Writing Activities using AI-Based DALL-E2 (인공지능 기반 DALL-E2 활용 쓰기 활동에 대한 영어학습자들의 인식 조사)

  • Tecnam Yoon
    • The Journal of the Convergence on Culture Technology
    • /
    • v.9 no.3
    • /
    • pp.121-127
    • /
    • 2023
  • The purpose of this pilot study is to examine the responses of middle school students to English learning after conducting English writing activities using DALL-E2, an image-generating artificial intelligence tool. To this end, an experimental class was conducted for 3 weeks for 15 middle school English learners, and the results are summarized as follows. First, as a result of a survey on English writing activities using DALL-E2, it was found that confidence, interest, and awareness of writing using artificial intelligence-based tools changed positively. In addition, it was confirmed that there was a statistically significant difference, which meant that learning using artificial intelligence had a positive effect on English writing and overall English learning. Second, as a result of analyzing the English writing activities using DALL-E2, core themes could be extracted into three (cognitive, affective, and psychodynamic characteristics), and the use and implementation of artificial intelligence-based DALL-E2 in English learning showed potential to increase learning interest, challenge, will, and desire in learning and ultimately contribute to enhancing productive skill.