• Title/Summary/Keyword: Learning Media

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Masked Face Temperature Measurement System Using Deep Learning (딥러닝을 활용한 마스크 착용 얼굴 체온 측정 시스템)

  • Lee, Min Jeong;Kim, Yoo Mi;Lim, Yang Mi
    • Journal of Korea Multimedia Society
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    • v.24 no.2
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    • pp.208-214
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    • 2021
  • Since face masks in public were mandated during COVID-19, more people have taken temperature checks, with their masks on. The study has developed a contactless thermal camera that accurately measures temperatures of people wearing different kinds of masks, detect people wearing masks wrong, and record the temperature data. The built-in system that identifies people wearing masks wrong is what masks our contactless thermal camera differentiated from other thermal cameras. Also our contactless thermal camera can keep track of the number of mask wearers in different regions and their temperatures. Thus, the analysis of such regional data can significantly contribute to stemming the spread of the virus.

Development of Korean Learning Education Contents for Children based on Mobile Platform (모바일 플랫폼 기반 유아용 한글 학습 교육 콘텐츠 개발)

  • Song, Mi-Young;Kim, Hyo-Won;Choi, Yoo-Jin
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2020.01a
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    • pp.47-49
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    • 2020
  • 본 논문은 유아기 언어 발달 시기에 한글의 기초 단계를 학습하기 위해 기존의 학습지 형태의 한글 교육 선행 학습과는 달리 시각적, 청각적 효과로 몸의 감각을 통해 창의적이고 동적으로 사물을 배우며 이러한 자극으로 정보를 기억하고 축적할 수 있는 한글 학습 교육용 콘텐츠를 개발하고자 한다. 이는 유아의 호기심을 자극할 뿐만 아니라 모바일 플랫폼과의 상호작용을 통해 재미와 즐거움을 키우며 나아가 지식을 얻을 수 있다. 더불어 유아가 한글 학습의 놀이 과정을 통해 창의력을 높이고, 다방면으로 문제를 해결할 수 있는 능력을 키울 뿐만 아니라 학습을 통해 스스로 이끌어가는 자기 주도적 학습 능력을 키울 수 있을 것으로 기대한다.

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Automatic Recognition in the Level of Arousal using SOM (SOM 이용한 각성수준의 자동인식)

  • Jeong, Chan-Soon;Ham, Jun-Seok;Ko, Il-Ju
    • Science of Emotion and Sensibility
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    • v.14 no.2
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    • pp.197-206
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    • 2011
  • The purpose of the study was to suggest automatic recognition of the subject's level of arousal into high arousal and low arousal with neural network SOM learning. The automatic recognition in the level of arousal is composed of three stages. First, it is a stage of ECG measurement and analysis. It measures the subject playing a shooting game with ECG and extracts characteristics for SOM learning. Second, it is a stage of SOM learning. It learns input vectors extracting characteristics. Finally, it is a stage of arousal recognition which recognize the subject's level of arousal when new vectors are input after SOM learning is completed. The study expresses recognition results in the level of arousal and the level of arousal in numerical value and graph when SOM learning results in the level of arousal and new vectors are input. Finally, SOM evaluation was analyzed average 86% by comparing emotion evaluation results of the existing research with automatic recognition results of SOM in order. The study could experience automatic recognition with other levels of arousal by each subject with SOM.

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The analysis of the Knowledge Construction Types in Educational on-line Games On the Basis of the level of the Self-Regulated Learning (자기조절학습 수준에 따른 교육용 온라인게임에서의 지식구성과정 유형 분석 연구)

  • Jung, Jae-Yeob;Kim, Keon-Seok;Park, Hyung-Sung
    • Journal of Korea Game Society
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    • v.6 no.3
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    • pp.51-66
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    • 2006
  • According to this recent change of the educational stream, the researcher sought to find the relationship between the level of students' Self-Regulated Learning and the Knowledge Construction Process strategies they use to succeed at an educational on-line game, and attempt to make some suggestions on the design and use of educational on-line games in this study. In conclusion, the change in the education paradigm requires students to pursue and produce contextual knowledge by using various media and learning environments. Some theoretical backgrounds, related to situated learning theory and the use of supporting educational media, are necessary. As contextual educational media, On-line games can be expected to play the role of evoking fresh perspective towards all the aspects of education.

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A Study of Undergraduate Students' Satisfaction and Dissatisfaction Factors with the Learning Media: Focusing on Tablet PCs and Digital Pens (대학생들의 학습 매체에 대한 만족 및 불만족 요인에 관한 연구: 태블릿PC와 디지털 펜을 중심으로)

  • Junyeong Lee
    • Journal of Practical Engineering Education
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    • v.15 no.2
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    • pp.389-400
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    • 2023
  • Technological advancements in the field of information and communication have led to the advent and usage of various types of smart devices, which have significantly altered people's usage behaviors and environments. This change has also been applied to the learning environment, where various smart devices are appearing and the learning behavior of learners is changing accordingly. In this study, we investigate learners' perceptions of digital note-taking behaviors focusing on the recently emerged learning media, tablet PCs and digital pens. Drawing upon the expectancy-confirmation model, we conduct a study on the factors affecting the (dis)confirmation and (dis)satisfaction of undergraduate students with tablet PCs and digital pens by comparing their expectations with their actual use experiences. An open-ended survey was conducted among students at C University in Korea, and the responses were analyzed through qualitative content analysis to derive four factors of expectation-confirmation and satisfaction and three factors of expectation-disconfirmation and dissatisfaction. Based on these findings, we provide academic and educational implications.

Real-Time Joint Animation Production and Expression System using Deep Learning Model and Kinect Camera (딥러닝 모델과 Kinect 카메라를 이용한 실시간 관절 애니메이션 제작 및 표출 시스템 구축에 관한 연구)

  • Kim, Sang-Joon;Lee, Yu-Jin;Park, Goo-man
    • Journal of Broadcast Engineering
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    • v.26 no.3
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    • pp.269-282
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    • 2021
  • As the distribution of 3D content such as augmented reality and virtual reality increases, the importance of real-time computer animation technology is increasing. However, the computer animation process consists mostly of manual or marker-attaching motion capture, which requires a very long time for experienced professionals to obtain realistic images. To solve these problems, animation production systems and algorithms based on deep learning model and sensors have recently emerged. Thus, in this paper, we study four methods of implementing natural human movement in deep learning model and kinect camera-based animation production systems. Each method is chosen considering its environmental characteristics and accuracy. The first method uses a Kinect camera. The second method uses a Kinect camera and a calibration algorithm. The third method uses deep learning model. The fourth method uses deep learning model and kinect. Experiments with the proposed method showed that the fourth method of deep learning model and using the Kinect simultaneously showed the best results compared to other methods.

An e-Learning primary factor rule of thumb model research for T-Learning introduction and operation (T-Learning 도입 및 운영을 위한 e-Learning 변인요소 도출모형 연구)

  • Kim, Kyung-Rog;Moon, Nam-Mee
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2005.11a
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    • pp.9-12
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    • 2005
  • 쌍방향 TV시대를 맞아 TV를 활용한 교육 서비스가 기존 e-Learning의 한계점을 극복 할 수 있는 대안으로 혹은 또 다른 하나의 서비스로 논의되기 시작하는 단계이다. 이에 본 연구에서는 e-Learning에 대한 정의와 T-Learning에 대한 정의를 바탕으로 상호관계를 규정하고 쌍방향 TV기반의 T-Learning에서 접근 가능한 교육 유형을 고찰하였다. 또한, 인터넷 기반 학습 환경에서 기존의 산발적으로 혹은 부분적으로 이루어진 e-Learning 도입 혹은 운영 방법론에 대한 연구와 관련 변인들을 고찰하였다. 이를 바탕으로 체계적이고 통합적인 e-Learning 도입 및 운영 방법론 모델을 제시하였으며 더 나아가 TV기반 학습 환경에서의 성공적으로 T-Learning 도입 및 운영을 위한 변인 요소를 도출하기 위한 모형을 연구 제시 하였다.

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Management Education by Utilizing the Cyber Education Learning System (웹기반 원격교육시스템을 활용한 경영학 교육)

  • Hong Yong-Gee
    • Management & Information Systems Review
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    • v.5
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    • pp.249-285
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    • 2000
  • This paper discusses management education by utilizing the cyber education learning system in a web-based. New learning system tools offer great promise for a new contents of management learning. The cyber education learning system a shift from face-to-face lecturing to interactive learning. The situation changes profoundly when information technology becomes develope and education paradigm is shift. By exploiting the digital media. educations, and students, managers can shift to a new, more effect cyber education learning system. The following shift from classic educations to cyber educations learning system: from instruction to construction, from teacher-centered to learner-centered, from school to lifelong, from one-size-fits-all to customized, from teacher as transmitter to teacher as facilitator. Cyber education learning system has an important role to play in management education. Web-based technology is regarded as a general solution to cyber education learning. This study discussed many factors of implementation in cyber education systems and provide utilizing the learning system at main, detail functions. Lastly, management implications of these cyber education utilize are discussed in more detail.

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Design and Implementation of the Image Creation System based on User-Media Interaction (사용자와 미디어 사이의 상호작용 기능 제공 기반 영상 창작 시스템 설계 및 구현)

  • Song, Bok Deuk;Kim, Sang Yun;Kim, Chae Kyu
    • Journal of Korea Multimedia Society
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    • v.19 no.5
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    • pp.932-938
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    • 2016
  • Recently, interactive media which maximizes audience engagement by making the audience appeal on a stage in digital media environment has been distributed more widely. In fact, there has been active movement to develop and promote a new participatory media genre with higher immersion by applying this kind of interactive media concept to advertisement, film, game and e-learning. In the conventional interactive media, digital media had to be enjoyed in particular environment where diverse sensors were installed or through a certain device to recognize a user's motion and voice. This study attempted to design and implement an image creation system which ensures interactions between a user and media in popular distribution-enabled web environment and through PC and smart devices to minimize the image producer-user constraints.

Advanced Ubiquitous Learning System (진보된 유비쿼터스러닝 시스템)

  • Park, Chun-Myoung
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2015.05a
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    • pp.719-720
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    • 2015
  • This paper propose the method of U-learning system which is the $21^{th}$ core IT fields of the knowledge based information-oriented society, which is digital convergenced ubiquitous with e-learning. Specially, for the future it will be expected and prospected new media core in digital life age using DMB smart phone.

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