• Title/Summary/Keyword: ICT learning

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Analysis of Cause on Difference of ICT Literacy Level according to Gender in Middle School (중학생의 성별에 따른 ICT 리터러시 수준 차이 원인 분석)

  • Ahn, Seonghun
    • Journal of The Korean Association of Information Education
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    • v.21 no.1
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    • pp.1-11
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    • 2017
  • In this paper, I analyzed the cause that girl' ICT literacy score was hiegher than boy's score in middle school after 2010. KERIS had sampled 1% of whole middle school students and measured their ICT level. Therefore, I analyzed the correlation by gender between ICT literacy score and the using habit of ICT based on that result. As a result, the girl's score was higher than the boy's score in field of creating or editing documents, searching information for homework and study, accessing to on-line dictionary for study and enjoying SNS. Also, that difference between girl and boy had little correlation with ICT literacy score. Therefore, I proposed educational method for ICT literacy learning based on the difference of habit to use ICT between boys and girls.

Analysis on Trends of Machine Learning-as-a-Service

  • Lee, Yo-Seob
    • International Journal of Advanced Culture Technology
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    • v.6 no.4
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    • pp.303-308
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    • 2018
  • Demand is increasing rapidly in recent years than supply to machine learning professionals. To alleviate this gap, user-friendly machine learning software that can be used by non-specialists has emerged, which is Machine Learning-as-a-Service(MLaaS). MLaaS provides services that enable businesses to easily leverage ML capabilities without expertise. In this paper, we will compare and analyze features, interfaces, supporting programming language, ML framework, and Machine Learning services of MLaaS, to help companies easily use ML service.

Analysis of Machine Learning Education Tool for Kids

  • Lee, Yo-Seob;Moon, Phil-Joo
    • International Journal of Advanced Culture Technology
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    • v.8 no.4
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    • pp.235-241
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    • 2020
  • Artificial intelligence and machine learning are used in many parts of our daily lives, but the basic processes and concepts are barely exposed to most people. Understanding these basic concepts is becoming increasingly important as kids don't have the opportunity to explore AI processes and improve their understanding of basic machine learning concepts and their essential components. Machine learning educational tools can help children easily understand artificial intelligence and machine learning. In this paper, we examine machine learning education tools and compare their features.

Comparison of Machine Learning Tools for Mobile Application

  • Lee, Yo-Seob
    • International Journal of Advanced Culture Technology
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    • v.10 no.3
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    • pp.360-370
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    • 2022
  • Demand for machine learning systems continues to grow, and cloud machine learning platforms are widely used to meet this demand. Recently, the performance improvement of the application processor of smartphones has become an opportunity for the machine learning platform to move from the cloud to On-Device AI, and mobile applications equipped with machine learning functions are required. In this paper, machine learning tools for mobile applications are investigated and compared the characteristics of these tools.

Using Learning Management Systems for Self-directed Learning of Elementary School Students (초등학생의 자기주도학습을 위한 LMS 활용방안)

  • Lee, Ju-Sung;Chun, Seok-Ju
    • Journal of The Korean Association of Information Education
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    • v.23 no.2
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    • pp.159-167
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    • 2019
  • Recently, a learning management system incorporating ICT technology into learning has helped students improve self-directed learning skills. Self-directed learning using LMS promotes and stimulates learners' participation in learning, focusing on the advantages of efficient use of learning resources and the spread of communication. In this study, we study the impact of self-directed learning using the learning management system on elementary school students' motivation and academic performance. We expect learners will be able to achieve effective academic achievement by learning problems that fit their level through the algorithms of the proposed learning management system. For this study, a total of 16 classes were conducted for eight weeks using the proposed learning management system for 21 elementary school students. Research has shown significant improvement in the learning orientation and interest areas of the learners who participated in the experiment.

Analysis and Suggestions on the Present Levels of ICT Utilization Ability of Preservice Teachers' in College of Education according to ISST (교원정보활용능력기준(ISST)에 따른 사범대 예비 교사의 정보통신기술활용능력 수준 현황 분석 및 개선방안)

  • Jeon Mi-Yeon;Kim Eui-Jeong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2006.05a
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    • pp.837-840
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    • 2006
  • While great efforts are being exerted on the reform of teacher training to provide integrated use of ICT in a teaching-learning process with educational informatization, it is still indicated that a teachers' training school fails to prepare leachers for incorporating information Communication and Technology (ICT) properly into an instructional process. Based on this awareness, this study aims at examining and analyzing the ability level of In utilization training for preservice teachers and thus at providing basic data to perform ICT utilization teaching-learning according to the seventh curriculum in a school. For this purpose, a survey was conducted with preservice teachers (seniors) in a college of education, Kongju National University and the collected data were analyzed using a Statistical Package for the Social Science (SPSS) 12.0 program.

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Correlation Analysis on ICT Literacy Level and Difference of Habit to Use ICT (초등학생의 ICT 리터러시 수준과 성별 ICT 활용 습관 차이와의 상관 분석)

  • Ahn, Seonghun;Chae, Kyounghwa
    • Journal of The Korean Association of Information Education
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    • v.20 no.3
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    • pp.303-312
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    • 2016
  • In this paper, I had sampled 1% of whole elementary school students in Korea and measured ICT literacy levels of them. As a result, the girl's score was higher than the boy's. To analyze the cause, I had surveyed the habit to use ICT according to gender and analyzed the correlation between that and ICT literacy score. According to the correlation analysis, girls have the habits of searching for information more than boys and accessing to on-line dictionary and enjoying SNS. Also, the fact that the habits have the correlation with ICT lieracy score is analyzed. Therefore, I proposed educational method for ICT literacy learning based on the difference of habit to use ICT between boys and girls.

A Study on ICT system development using collective intelligence algorithm. (집단지성을 이용한 ICT 시스템 개발에 관한 연구)

  • Seo, Seong-Won;Kim, Geun-Ho;Kim, Eui-Jeong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2014.05a
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    • pp.97-99
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    • 2014
  • This study aims to suggest development model for ICT Teaching and Learning System adopting collective intelligence. First, we defined program modules according to functions which multimedia online encyclopedia-type e-textbook should have. Then, we also specified content information creating rules and procedures and content information searching methods. Finally, we developed the prototype which suggests user interface to collect and search information adopting information visualizing techniques. This study has significance in suggesting advanced form of ICT system in which qualified teachers can create, accumulate, and share information and students can explore information and expand search in self-directed manner.

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Design of Web-Based PBL Learning System for ICT Using Ability of Beginner (초급자의 ICT 활용 능력 향상을 위한 웹 기반 문제중심학습 시스템의 설계)

  • Ahn Seong-Hun;Ku Bon-Ju;Gho Dea-Ghon
    • Proceedings of the Korea Contents Association Conference
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    • 2005.11a
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    • pp.289-293
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    • 2005
  • Responding to this rapid trend in the society, the pedagogical paradigms have also picked up the pace. But the situation around the ICT using education is not supporting enough. Thus this study set out to design a system to improve the ICT using ability of beginner.

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Development and Analysis of a Web-Based teaching-learning System through the Application of ICT in Middle School Computer Class (중학교 컴퓨터교과에서 ICT를 활용한 Web 기반 교수-학습시스템의 개발 및 분석)

  • 장성진;장종욱
    • Proceedings of the Korea Multimedia Society Conference
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    • 2003.05b
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    • pp.848-851
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    • 2003
  • 제17차 교육과정에서는 ICT 활용교육을 기본적인 정보소양 능력을 바탕으로 학습 및 일상 문제해결에 정보통신 기술을 적극적으로 활용하여 자연스럽게 학생들의 정보소양을 함양시키도록 함에 따라 이러한 웹기반의 ICT 활용교육에 관한 많은 연구가 진행되고 있다. 지금까지의 중학교 컴퓨터 교과의 ICT활용교육에 대한 연구는 각종 멀티미디어나 웹기반 교수-학습매체들의 개발을 강조하였으며 실질적인 활용방안에 대한 연구는 미비하였다. 따라서 본 논문에서는 중학교 컴퓨터교과의 ICT활용교육에 대한 중학교 컴퓨터교과의 실태를 분석하여 자기주도적 학습을 위한 문제해결력 향상에 대한 교수-학습모형을 제시하고 웹 기반 교수학습매체를 개발하여 학습의 효과와 학업성취도를 평가하고자 한다.

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