• Title/Summary/Keyword: 학습 어플리케이션 개발

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A Development of Application for Realtime Tracking Plogging based on Deep Learning Model (딥러닝 모델을 활용한 실시간 플로깅 트래킹 어플리케이션 개발)

  • In-Hye Yoo;Da-Bin Kim;Jung-Yeon Park;Jung-Been Lee
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.11a
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    • pp.434-435
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    • 2023
  • 사회 환경적 운동의 하나인 플로깅(Plogging)은 조깅을 하며 길거리의 쓰레기를 줍는 행위를 소셜 네트워크 서비스(SNS) 등에 기록하는 사회 환경적 운동의 일환이다. 그러나, 활동 지역이나 쓰레기의 종류 및 양 등을 직접 입력해야 하는 불편함으로 인해 이러한 활동의 확대를 저해할 수도 있다. 본 연구는 이러한 활동 기록를 자동으로 트래킹하고 기록할 수 있는 딥러닝 기반의 플로깅 트래핑어플리케이션을 개발하였다. CNN과 YOLOv5를 사용하여 학습된 이미지 인식 모델은 높은 성능으로 쓰레기의 종류와 양을 인식하였다. 이를 통해 사용자는 더욱 편리하게 플로깅 활동을 기록할 수 있었으며, 수거한 쓰레기의 양이나 활동 거리를 활용한 리워딩 시스템으로 사용자 간의 건전한 경쟁을 유도하는데 활용할 수 있다.

Development of Quiz Solving System using DDR Game (DDR게임을 활용한 퀴즈풀이 학습시스템 개발)

  • Jeon, Hyeon-seo;Yun, Chan-young;Um, Tae-woong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2018.05a
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    • pp.383-386
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    • 2018
  • Interesting and focused learners are attracting more and more interesting and efficient learning methods. Research on game-based learning that converges information and communication technology in accordance with this trend is being attempted. I want to take advantage of the characteristics of the game that enhance the concentration. However, if you play a game, you may get less exercise. Therefore, in this paper, we have designed and implemented a system that improves fitness and improves the performance by using Dance Dance Revolution (DDR) to fuse games and sports.

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Design and Implementation of MDA-based Teaching and Learning Support System (MDA기반 교수-학습지원 시스템 설계 및 구현)

  • Kim, Haeng-Kon
    • The KIPS Transactions:PartD
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    • v.13D no.7 s.110
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    • pp.931-938
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    • 2006
  • It is important to operate an education resources which could be integrated to an system. But most of existing education information system was not developed with standardization. It is need the core education asset and reusable education service to make a good education system. Consequently, it is needed to use Sharable Content Object Reference Model(SCORM) based contents managing in order to reuse the contents of education. And it needs assembling and producing method with reusable core asset of education system to develop the application program for education. In this thesis, we study the Teaching-Learning supporting system to support systematic education resources. Teaching-Learning support system is developed of educational domain assess through development process based on Model Driven Architecture(MDA) and core asset on each stage. Application program of education is developed using MDA automatic tool through analyzing and designing for contents storage which is based on contents meta model. We finally can develop the application software of education with low cost and high productivity by raising the reusability of education contents and by using the core asset to the whole development process.

Development of Language Learning Application Using Buforia (뷰포리아를 이용한 언어 학습 어플리케이션 개발)

  • Yoon, Dong-eon;Lee, Hyo-sang;Oh, Am-suk
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2021.05a
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    • pp.131-133
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    • 2021
  • Recently, the average cost of education per child has increased compared to the annual birthrate, which has been decreasing, and the quality of education has also changed. In this paper, we aim to provide more efficient delivery for language learning using Unity's Buforia techniques. Using an application using a smartphone's camera based on Unity, it provides effective language development by inducing interest to learners through sound along with three-dimensional pictures. By providing such education, parents can gain satisfaction in providing high-quality education to their children. For children learning, smartphones have the effect of becoming educational elements, not just watching videos or playing games. Finally, by improving the quality of education, it gives satisfaction to parents and gives children who learn a language as well as the perception that smartphones serve as educational devices.

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Development and Application of a Smart Learning System based on Problem-solving Strategies for Children with Learning Disabilities (학습장애학생을 위한 문제해결기반 스마트러닝 시스템의 개발 및 적용)

  • Jang, Han;Jun, Woochun
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.19 no.2
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    • pp.463-470
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    • 2015
  • The purpose of this thesis is to develop and implement a smart learning system based on problem-solving strategy for children with learning disabilities. The proposed system is developed to increase general study ability and problem-solving ability of children with learning disabilities. The proposed system has the following characteristics. First, the general study ability and problem-solving ability can be increased by adopting problem-solving strategy. Second, both smart application and SNS can be used in the proposed system. Third, study self-efficacy can be increased by adopting step-by-step learning. The following results are obtained after applying the proposed system to some children with learning disabilities. First, their general study ability is increased. Second, their problem-solving ability is increased. Third, confidence in self-efficacy, sense of accomplishment, and self-confidence in study are improved. In additions, utilization ability in information and information equipment is also increased.

Development of story-based growth type content using 3D printing (3D프린팅을 활용한 스토리 기반 성장형 콘텐츠 개발)

  • Lee, Young cheon
    • The Journal of the Convergence on Culture Technology
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    • v.4 no.1
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    • pp.27-32
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    • 2018
  • Recently, diverse bio-growth and object production experience learning contents have been developed for AR-based storytelling. In this paper, we will develop a storytelling-based growth type content using 3D printer which can add interest in and motivation of experiential learning. It is possible to increase the value of the characters produced by 3D printer as they can be used as personal collections. The bio-growth type content enables the learners and users to experience the local culture, history, and tourism ecology, which can enhance the educational effect by promoting their understanding in a fun way. The purpose of this study is to develop an application for experiential learning contents which creates a virtual environment in an object smart device where you can experience the culture and ecology of a learning community, and then produce the output using the 3D printer to keep as a personal souvenir. The developed contents application for experiential learning can be utilized not only for students but also for tourists. It is expected to serve as a source for further development of various contents through 3D printing technology.

A Study on the E-Learning System by Model Driven Architecture (Model Driven Architecture를 적용한 E-Learning 시스템에 관한 연구)

  • Song, Yu-Jin;Cho, Hyen-Suk
    • Journal of the Korea society of information convergence
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    • v.1 no.1
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    • pp.41-46
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    • 2008
  • Contents application from contents development of web technical base and with the operation different environment information of the educational resources integration the importance and necessity of the management central chain e-Learning system will be able to operate are raising its head with base. Is the actual condition which develops the development process where but, the education application currently is not standardized in base. Approaches with an educational domain from the present paper consequently, and defines MDA(Model Driven Architecture) coats e-Learning System. Also uses a studying contents standard metadata and about the contents storage space analyzes and plans the core property which uses MDA automatic tools leads and under developing boil e-Learning System will be able to provide the contents which does in actual professor own necessity.

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Development of deep learning-based rock classifier for elementary, middle and high school education (초중고 교육을 위한 딥러닝 기반 암석 분류기 개발)

  • Park, Jina;Yong, Hwan-Seung
    • Journal of Software Assessment and Valuation
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    • v.15 no.1
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    • pp.63-70
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    • 2019
  • These days, as Interest in Image recognition with deep learning is increasing, there has been a lot of research in image recognition using deep learning. In this study, we propose a system for classifying rocks through rock images of 18 types of rock(6 types of igneous, 6 types of metamorphic, 6 types of sedimentary rock) which are addressed in the high school curriculum, using CNN model based on Tensorflow, deep learning open source framework. As a result, we developed a classifier to distinguish rocks by learning the images of rocks and confirmed the classification performance of rock classifier. Finally, through the mobile application implemented, students can use the application as a learning tool in classroom or on-site experience.

Development of a Web Application Using AI Based on Transfer Learning for the Diagnosis of Cat Conjunctivitis (고양이 결막염 진단을 위한 전이학습(Transfer learning) 기반의 AI를 이용한 웹 어플리케이션 개발)

  • Dain Kim;Yeonwoo Moon;Jungju Hyeon;Min Cho
    • Proceedings of the Korea Information Processing Society Conference
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    • 2023.11a
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    • pp.934-935
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    • 2023
  • 반려묘 수가 늘어나는 현대 사회에서 동물 의료 낙후 지역의 보호자는 고양이의 정확한 건강 상태를 파악하기 어렵다. 본 논문에서는 고양이가 가장 흔하게 걸리는 질병인 '결막염'을 비대면으로 진단하고자, 전이학습(Transfer Learning) 기반의 딥러닝 모델을 이용한 웹 애플리케이션을 개발 및 배포하였다. 이를 통해 고양이 결막염 발병 여부 조기 진단 및 치료비 절감, 반려묘 보호자의 편의성 증대 및 동물 의료 서비스의 지역 편차를 줄이는데 기여하고자 한다.

An interactive education system for web based robot soccer (인터랙티브 기능을 이용한 웹기반 로봇축구 교육 시스템)

  • Kim, Geun-Deok;Kim, Chonggun
    • Proceedings of the Korea Information Processing Society Conference
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    • 2009.11a
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    • pp.303-304
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    • 2009
  • 본 논문에서는 로봇축구에 관심을 가지고 있는 프로그래밍 초보자가 웹 환경에서 인터프리터 기반의 학습기능을 통해 쉽게 제어 언어에 대한 이해도를 높이고 프로그래밍을 학습할수 있는 시스템을 제안하고 설계한다. 개발시 사용한 실버라이트[1]는 웹에서의 닷넷 기반 미디어 경험과 리치 인터렉티브(Interactive) 어플리케이션을 실행하기 위한 차세대 크로스브라우저이다. 본 논문에서는 로봇축구와 관련된 기본기능, 시스템 구조, 구현 시 구축한 웹기반 시뮬레이션 및 사용자 학습 Interpreter 시스템에 대해 설명한다. 결론에서는 구현한 전체 시스템 평가 및 연구방향에 대해 논하였다.