• Title/Summary/Keyword: Learning Contents System

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Development of Integrated Security Control Service Model based on Artificial Intelligence Technology (인공지능 기술기반의 통합보안관제 서비스모델 개발방안)

  • Oh, Young-Tack;Jo, In-June
    • The Journal of the Korea Contents Association
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    • v.19 no.1
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    • pp.108-116
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    • 2019
  • In this paper, we propose a method to apply artificial intelligence technology efficiently to integrated security control technology. In other words, by applying machine learning learning to artificial intelligence based on big data collected in integrated security control system, cyber attacks are detected and appropriately responded. As technology develops, many large capacity Is limited to analyzing individual logs. The analysis method should also be applied to the integrated security control more quickly because it needs to correlate the logs of various heterogeneous security devices rather than one log. We have newly proposed an integrated security service model based on artificial intelligence, which analyzes and responds to these behaviors gradually evolves and matures through effective learning methods. We sought a solution to the key problems expected in the proposed model. And we developed a learning method based on normal behavior based learning model to strengthen the response ability against unidentified abnormal behavior threat. In addition, future research directions for security management that can efficiently support analysis and correspondence of security personnel through proposed security service model are suggested.

A Study on the Current Status and Improvement of Online Classes for Students with Developmental Disabilities during the COVID-19 Pandemic -in chungbuk- (코로나19 상황 속 발달 장애 학생의 온라인 학습 실태와 개선방안 -충북지역을 중심으로-)

  • Kim, Hyun-Jin
    • The Journal of the Korea Contents Association
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    • v.21 no.6
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    • pp.350-358
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    • 2021
  • The purpose of this study is to analyze the status of rights for online learning of students with developmental disabilities in the COVID-19 situation and suggest plans to promote the rights focusing on parents with children with disabilities. This research conducted the mixed method, which utilizes the survey of 200 parents with children in chungbuk, who have developmental disabilities, and FGI of six parents. The survey analysis shows that 50.5% of the respondents could not support their children due to telecommuting. The most urgent support system for learning assistance was identified as support for assistive personnel. As a result of the analysis of FGI, two categories of "status of online classes in the COVID-19," "improving non-contact learning environment considering the nurturing environment," "diversifying teaching methods such as video classes," "introducing of a contextual assessment," and "enhancing health support." Based on these findings, the study proposed to review legal grounds for online classes for disabled students, expand the dispatch of learning support personnel and prepare plans to promote the online learning environment.

Exploring the Moderating Effect of Difficulty in Recognized Curriculum Task on the Mediator Model of Interesting and Learning Motivation on Flow in Distant PBL Classes of Pre-service Teachers (예비교사들의 원격 PBL 수업에서 몰입에 대한 흥미수준과 학습동기의 매개모형에 미치는 인식된 교육과정 과제난이도의 조절효과 탐색)

  • Lee, Eun-Chul
    • The Journal of the Korea Contents Association
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    • v.21 no.2
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    • pp.594-603
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    • 2021
  • This study explored the moderating effects of task difficulty for flow, learning motivation, and interesting in distant PBL classes of pre-service teachers. For this, the research model was constructed by analyzing previous studies. The research model verification was conducted by 105 students of taking courses in the curriculum. The distant PBL used a real-time video conference system. Cooperative activities were carried out in real time. After the end of the distant PBL activity, the level of learning motivation, interesting, flow, and task difficulty perception were measured. The collected data were analyzed using a test of the structural model invariance across the groups using a structural equation model. This analysis verifies the difference in path coefficients between measurement models. The control effect of task difficulty was verified through the difference in path coefficient. As a result, it was verified that interesting mediates the influence of learning motivation on flow. And the moderating effect of the perceived task difficulty appeared on the path from learning motivation to interesting.

The Training Methods and Effectiveness using Augmented Reality Contents System for Machine Drawings Training Which is Essential in Welding Practice Courses (용접실습 교과목에 필수적인 기계제도 기초 이론 학습에 대한 증강현실 콘텐츠 시스템을 활용한 교육 방법 및 효과성)

  • Koo, Chang-Dae;Yang, Hyeong-Seok;Lee, Dong-Youp
    • Journal of Welding and Joining
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    • v.32 no.4
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    • pp.39-45
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    • 2014
  • Today, the development of digitized information media and info-communications are bringing many changes. Due to the development of IT thechnology, we can learn wherever, whenever, regardless of time and place. Machine drawing subject is a very important in mechanical engineering course, but it's studyed only basic theory in a short period, average 1~2weeks. So that, students think that the mechanical drawing is of minor importance. Such ideas make them difficult to impove sense of space in isometric drawing and drawing skill. Therefore, in this paper, augmented reality-based contents through the system, Mechanical Drawing of education to meet the effectiveness and satisfaction, student learning can be spontaneously it was construct self-system. And, Theoretical part of the Mechanical Drawing is proposed ensure more efficient and easier training. In this paper, we were test operation for user effectualness of proposed service at Korea Polytechnics Colleges a industrial facilities management in Daegu. Target user are 66 students, and The students were divided into experimental group and comparison group. Experimental results, experimental group was able to do systematically experience many Projection Drawing and Pictorial Drawing in short schooltime. And, The test operation results showed that have the possibility to meet education effectiveness and user satisfaction in this augmented reality-based contents system.

A Instructional Contents Creator using Wavelet for Lossless Image Compression (웨이브렛 기반 무손실 압축 방법을 사용한 동영상 강의 콘텐츠 제작기 구현)

  • Lee, Sang-Yeob;Park, Seong-Won
    • Journal of the Korea Society of Computer and Information
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    • v.16 no.2
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    • pp.71-81
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    • 2011
  • In order to easily create video tutorials, the algorithm is needed that video camera recording, white board images, video attachments, and document data are combined in real-time. In this study, we implemented the video lecture content creation system using wavelet-based lossless compression to composite multimedia objects in real-time and reproduce the images. Using commercially available PC can be useful when lecturers want to make video institutional contents, it can be operated easily and fastly. Therefore, it can be very efficient system for e-Learning and m-Learning. In addition, the proposed system including multimedia synthesis technology and real-time lossless compression technology can be applied to various fields, different kinds of multimedia creation, remote conferencing, and e-commerce so there are highly significant.

How to Search and Evaluate Video Content for Online Learning (온라인 학습을 위한 동영상 콘텐츠 검색 및 평가방법)

  • Yong, Sung-Jung;Moon, Il-Young
    • Journal of Advanced Navigation Technology
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    • v.24 no.3
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    • pp.238-244
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    • 2020
  • The development and distribution rate of smartphones have progressed so rapidly that it is safe for the entire nation to use them in the smart age, and the use of smartphones has become an essential medium for the use of domestic media content, and many people are using various contents regardless of gender, age, or region. Recently, various media outlets have been consuming video content for online learning, indicating that learners utilize video content online for learning. In the previous research, satisfaction studies were conducted according to the type of content, and the improvement plan was necessary because no research was conducted on how to evaluate the learning content itself and provide it to learners. In this paper, we would like to propose a system through evaluation and review of learning content itself as a way to improve the way of providing video content for learning and quality learning content.

Relationship between General Characteristics, Learning Flow, Self-Directedness and Learner Satisfaction of Medical Students in Online Learning Environment (온라인 학습환경에서 의과대학생의 일반적 특성, 학습몰입, 자기주도성, 학습만족도간의 관계)

  • Jeon, Seong Ju;Yoo, Hyo Hyun
    • The Journal of the Korea Contents Association
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    • v.20 no.8
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    • pp.65-74
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    • 2020
  • The purpose of this study is to analyze relationship between general characteristics of learners and learner-related variables such as learning flow, self-directedness and learner satisfaction, thereby find out effective online teaching methods and provide the necessary basic data for improving learning satisfaction. A total of 473 students of medical school in C region were the subjects of this study and surveyed for research in a self-reporting form. According to the study, proportion of 31 to 40 minutes (38.9%) of learning engaged time was the highest, 65.5% of the learners studied regularly, more than those who studied irregularly(34.5%), and the higher the grade, the higher the percentage of learners who studied regularly. Learning flow averaged 4.03 (±0.86), self-directedness averaged 4.49 (±0.97), and learner satisfaction averaged 4.38 (±1.01). There were significant differences in learning flow, self-directedness and learner satisfaction according to grade, learning engaged time, and learning regularity. the factors affecting learner satisfaction were grade, learning flow, and self-directedness, with 72.5% adjusted R-squared. This study is expected to be used to establish an online learning management system to improve learning satisfaction by identifying variables related to learning satisfaction in the online learning environment of medical students.

The Development and Its Application of the Mobile Learning Support Device for the Inquiry Learning (모바일 탐구학습 지원도구의 개발과 적용)

  • You, Sang-Mi;Shin, Seung-Young;Kim, Mi-Ryang
    • The Journal of Korean Association of Computer Education
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    • v.12 no.5
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    • pp.35-47
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    • 2009
  • Just as noted in some studies related to U-learning based on the ubiquitous technology, it is required to reflect both factors of the environments and contexts of learners on the teaching and learning strategy. For this, the current paper suggests an inquiry learning method and a mobile learning support device for the inquiry learning. Since the inquiry learning is operating on the basis of the contents that learners themselves experience in the fields, it naturally leads them to position in the learning environments and contexts. In this study some curricula are adopted and transformed for the inquiry learning, and the developed mobile device for the learning has a guide function, so that learners might follow the inquiry learning process. In addition, it is possible to reuse the acquired learning data by storing them on a remote learning sever, which may support the inquiry learning of students. These system and device are applied in the teaching sites of schools and, consequently, it is found that in regard with the learning interest and academic performance of students there is an advanced result, being statistically significant.

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The effect of Havruta class on learning attitude and class satisfaction in a class of college physical therapy students (하브루타(Havruta) 수업이 전문대학교 물리치료과 학생들의 학습 태도와 수업 만족도에 미치는 영향)

  • Chung, Eunjung
    • Journal of Korean Physical Therapy Science
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    • v.28 no.1
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    • pp.62-75
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    • 2021
  • Background: The world has entered the age of biotechnology and artificial intelligence, and encouraging students to test the value of information and knowledge ie to become information fluent, is becoming more important. The education system is also changing in order to adapt to the times. As a part of this, the cultivation of creative talent is a core goal of many nation states, and Israel's Jewish education methods are attracting attention; havruta (or chavrusa) is one such method. This study aims to effects of havruta class on learning attitudes and class satisfaction in a class of college physical therapy students. Design: Pretest-posttest design. Methods: The subjects were 95 students in College A. The learning attitudes questionnaire were used by the Korea Educational Development Institute, and the class satisfaction questionnaire before and after intervention. Results: The results showed significant differences in learning habits about physical therapy of learning attitudes (p<.05) and class methods and contents attention and understanding (p<.05), class interest of class satisfaction (p<.05). Conclusion: These results suggest that havruta class improves learning attitudes and class satisfaction. Therefore, follow-up study is needed to apply the havruta class in various students and teaching methods.

Research and Development of Achievement and Assessment Standards for School Mathematics Based on the 7th National Curriculum (수학과 성취기준과 평가기준 및 예시 평가도구 개발 연구 -국민공통교육기간을 중심으로-)

  • Choi, Seung-Hyun;Hwang, Hye-Jeong;Shin, Hang-Kyun
    • Journal of Educational Research in Mathematics
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    • v.12 no.1
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    • pp.145-162
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    • 2002
  • In this study, on the basis of the seventh national mathematics curriculum, the achievement standards were developed to specify the objectives and contents of teaching-learning and the assessment standards were also developed to differentiate students' levels of achievement at school mathematics. The achievement standards were developed on the following guidelines; 1) to present the minimum standards based on the national curriculum, 2) to develop the standards based on the order of curriculum, 3) to suggest the minimum but ultimate achievement target, 4) to comprise not only of the intellectual but also of psychological spheres such as knowledge, function, attitude, aptitude, etc., and 5) to suggest the standards comprehensively and concretely. The standards were developed on the basis of the middle areas of contents of the curriculum in order not to be too comprehensive, nor to be too detailed. Learning activities, on the other hand, were provided for the assistance of instructions with emphasis on creativity rather than on the routine instruction. The assessment standards were established based on the following principles; 1) to establish the assessment methods, contents, and situations which are to be used for assessment, 2) to establish the criteria of classifying the assessed into the upper, intermediate and lower levels, 3) to develop the assessment standards in a proportionate balance to achievement standards, 4) to establish the intermediate level as a standard, and 5) to establish the minimum level in the contents, concepts, values and attitudes of basic learning. This study also suggested the exemplary test items including short-answer and open-ended questions while putting emphasis on students' real performance to increase their ability in solving problems rather than in calculating. In addition to the test items, it introduced the grading system developed to grade the items with concrete guidelines and to report students' achievement on doing mathematics.

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