• Title/Summary/Keyword: Multimedia Educational Technology

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Design and Implementation of a Pre-processing Method for Image-based Deep Learning of Malware (악성코드의 이미지 기반 딥러닝을 위한 전처리 방법 설계 및 개발)

  • Park, Jihyeon;Kim, Taeok;Shin, Yulim;Kim, Jiyeon;Choi, Eunjung
    • Journal of Korea Multimedia Society
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    • v.23 no.5
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    • pp.650-657
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    • 2020
  • The rapid growth of internet users and faster network speed are driving the new ICT services. ICT Technology has improved our way of thinking and style of life, but it has created security problems such as malware, ransomware, and so on. Therefore, we should research against the increase of malware and the emergence of malicious code. For this, it is necessary to accurately and quickly detect and classify malware family. In this paper, we analyzed and classified visualization technology, which is a preprocessing technology used for deep learning-based malware classification. The first method is to convert each byte into one pixel of the image to produce a grayscale image. The second method is to convert 2bytes of the binary to create a pair of coordinates. The third method is the method using LSH. We proposed improving the technique of using the entire existing malicious code file for visualization, extracting only the areas where important information is expected to exist and then visualizing it. As a result of experimenting in the method we proposed, it shows that selecting and visualizing important information and then classifying it, rather than containing all the information in malicious code, can produce better learning results.

A basic study on mathematics telelearning system (수학과 원격 수업 체제 기초 연구)

  • Kang Wan;Chang Kyung Yoon;Lew Hee Chan;Paik Seok Yoon
    • Journal of Elementary Mathematics Education in Korea
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    • v.2 no.1
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    • pp.61-80
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    • 1998
  • Whereas research on telelearning in educational technology area is lively done, that in mathematics education area is not. Related to the open education, telelearning has 4 models: the distance classroom model, the front-end system design, the knowledge construction model, and the teaching model based on data. S/W, C/W, and H/W are the components of telelearning system. For an effective mathematics telelearning system, H/W and S/W which use multimedia with complex multimode information such as text, graphics, animation, video, and audio are necessary. Examples of telelearning systems on going are MIPOS, SDS telelearning system, telelearning system of the Naechon Elementary School, and Doorae Multimedia Application Development Platform.

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Pedagogy of E-Learning in Engineering Classes Using Multimedia Contents: Case of K University (멀티미디어 콘텐츠 기반의 공과대학 이러닝 교수법 연구: K대학 사례)

  • Hwang, Suk
    • Journal of Engineering Education Research
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    • v.13 no.6
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    • pp.14-23
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    • 2010
  • Whether the engineering department of universities employs ideal usage of e-learning or not needs to be investigated as many engineering departments diversify the use of the e-learning elements for educational purpose. Applying the teaching and learning methods and characteristics would lead to better strategies which are applied to development of contents and deployment of the e-learning courses. This study examines the characteristics and approaches of the usage of e-learning elements used by some instructors who use multimedia contents in offline teaching and learning environment. The results of this study shows that the e-learning elements assist the face-to-face course and the interactions are manifested in the classroom rather than in online setting. Lecture, hands-on-practice, simulation, and PBL(Problem-based learning) are turned out to be the major teaching and learning methods. This study signifies the need for use of various teaching and learning methods by the instructors and provision of PBL environment.

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A Study on the effectiveness of computers and mobile devices on learning foreign languages

  • Chi-Woon Joo
    • Journal of the Korea Society of Computer and Information
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    • v.28 no.5
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    • pp.189-196
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    • 2023
  • This study aims to show that "Computer-assisted language learning (CALL)" and "Mobile-based language learning (MALL)" actually influence education, deviating from the traditional "drill and practice" method in foreign language education and learning due to the development of information and communication technology (IT). Specifically, for first-year college students who have relatively poor English skills and do not feel enough motivation for English learning, I will produce educational video content using multimedia authoring tools and upload it to the e-learning system. Video content is configured to be accessed and utilized through various media such as computers, smartphones, tablets, laptops, etc. Ultimately, an exploration of educational value behind the utilization of IT devices in English language Teaching(ELT) and the Second Language Acquisition (SLA) theory behind effective instructional use of such technology are presented. That is to say, the effectiveness of language learning using information and communication technology (IT) is introduced. The article closes by suggesting how to use computers and mobile media for 'Flipped Learning'.

The creative convergent person and the analysis of educational purpose system based competence in the 2015 revised curriculum (2015 개정 교육과정의 창의융합형 인재상과 역량 중심의 교육목적 체제 분석)

  • Park, Changun
    • Asia-pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology
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    • v.7 no.1
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    • pp.743-752
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    • 2017
  • This paper analysis the creative convergent person and the analysis of educational purpose system based competence in the 2015 revised curriculum. For this end, first, It discuss the educational purposes of the elementary and secondary school. The educational purposes are specified in the law, the general guideline and subject matters of the national curriculum. Second, It find out the relationship between creative convergence person and educational purposes. The core competencies that emerged from 2015 revised curriculum are an important role for the realization of creative convergence person. Finally, each purpose for the promotion of creative convergence person review how adequately defined. The review divided the three; the stipulation of legislation, general guideline of the national curriculum, subject matters of the national curriculum. As a result, the purpose of the direct role for the realization of creative convergence person is core competence and special competency of a subject matters. These competencies are reflected in achievement standards of the contents system in subject matters of 2015 revised curriculum. The core competence is a kind of educational purposes in terms of learners.

Development of Management and Evaluation System for Realistic Virtual Reality Field Training Exercise Contents : A Case Study (실감형 가상현실 실전훈련 콘텐츠를 위한 관리 평가 시스템 개발 사례연구)

  • Kim, J.;Park, D.;Lee, P.;Cho, J.;Yoon, S.H.;Park, S.
    • Journal of the Korea Computer Graphics Society
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    • v.26 no.3
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    • pp.111-121
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    • 2020
  • Realistic training contents utilizing intensive immersion of virtual reality are being used in various fields such as industry, education, and medical care. High-risk, high-cost education training, in particular, is difficult to conduct in reality, but it can be applied with the latest virtual reality technology that enhances educational effectiveness by efficiently and safely experiencing it in an environment similar to reality. This study introduces a management system that systematically manages realistic virtual training contents and visualizes training results in schematic pictures based on defined evaluation elements. The management system can store the information generated from the content in the database and manage the training records of each trainee in a practical way. In addition, a content-based scenario can be created in multiple scenarios by setting training goals, number of participants, and methods for applying evaluation elements. This paper describes the management system's production method and the results based on the virtual reality training content as an application example.

A Study on the Application of Information Design to Korean Cultural Heritage Education (한국 문화유산 교육의 정보디자인 적용 방법 고찰)

  • Barng, Keeung
    • Asia-pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology
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    • v.9 no.11
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    • pp.475-489
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    • 2019
  • This study seeks to explore the method of imagination through creative new thinking in cultural heritage education and the most effective model of education in education. Research methods were organized by the methods of reviewing literature, browsing the Internet, and comparative analysis of prior research. We hope to realize the need for differentiated Korean cultural heritage and make efforts to incorporate our identity in the design. Through this study, we hope to realize the need for differentiated Korean cultural heritage and make efforts to incorporate our identity in the design. In the process of visualizing information, the focus should be on identifying the structure, characteristics, and the correlation between pattern and trend analysis, and the heterogeneity analysis, and should be made with the characteristics considered. Texting, graphics, sound, animation, lighting, and Navigation are often used as the expressive elements of information visualization for educational models. To facilitate the understanding of learners, accurate information transmission visuals should be presented. To do so, the use of infographic can be the answer. It is necessary to develop appropriate multimedia visual data, such as the use of infographic to be applied, and to develop various infographic multimedia visuals. These work should not be merely a research dimension, but should be carried out with the aim of helping develop actual cultural heritage educational content.

A CDMA Education Content Utilizing Regional GIS Information (지역지리정보를 활용한 CDMA 교육 콘텐츠)

  • 이영대;연상호
    • Proceedings of the Korea Contents Association Conference
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    • 2003.05a
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    • pp.245-250
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    • 2003
  • Of all wireless technologies for personal communications, CDMA(Code Devision Multiple Access) offers the best combination of good signal quality, high security and system reliability. CDMA2000 provides Internet and internet services for variable multimedia aplications. However, good educational CDMA web contents, which focus on the easy understability and good readability, are rare dute to the difficulties and the broad range of CDMA technologies. This content is developed based upon the following two aspects. First, a basic CDMA communication theoy, which contains much color figures and animation, is introduced combing the experimental results and corresponding explanations utilizing the information obtained by the TIMS CDMA equitments. It can improve the understabiliy virtual experience of the site visitors interested in the CDMA. Secondly, the recent CDMA coverage prediction and engineering technology is introduced using the RF plan tool C24 combined for the CDMA engineers

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Analysis of Suicide Research on Multicultural Youth in Korea

  • Oh, Youngsub
    • Asia-pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology
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    • v.8 no.5
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    • pp.269-277
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    • 2018
  • As multicultural population has been drastically increasing over the decade in Korea, their quality of life needs to be studied. This study focuses on multicultural youths' suicidal issue in Korea. Suicide is one of the most obvious indicators to show the current status of mental health. Unfortunately, suicide attempt rate of multicultural youths was two-times more than that of non-multicultural youths in Korea during the past two years(2014-15). Through the literature review in Korea as well as the United States, this study explores the related variables to their suicide attempt. Research result says that multicultural youth's suicide is related to a variety of variables, including physical, psychological, educational, socio-economical, and cultural variables. Research implications are as follows: First, these variables can be utilized as predictive or protective factors to prevent their suicide. Second, theoretical framework for comprehensively understanding their suicidal issues needs to be developed. Third, both emergent and normal suicidal interventions need to be provided for multicultural youth in Korea.

Contents Analysis of Vocabulary Learning Game Application on Smart-Phone and Tablet PC for Young Children's Language Learning (유아 언어학습용 단어게임 애플리케이션 분석)

  • Hyun, Eunja;Yeon, Hyemin;Jang, Juyeon;Lee, Eunyoung
    • The Journal of the Korea Contents Association
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    • v.13 no.11
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    • pp.551-561
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    • 2013
  • The purpose of this study was firstly, to evaluate the contents of vocabulary game applications for young children's language learning. and secondly, to examine whether there is any differences between Korean and English word games in terms of the evaluation score. For this purpose, the word game applications in smart phone and tablet PC were analyzed, which included 30 Korean word games and another 30 English ones. The criteria to evaluate the contents were developed based on Children's Software Evaluation Instrument developed by CTR, the multimedia evaluation standard by Hee Sook Park, Young Joo Lee, and mobile contents evaluation standard by Soo Ui Choi. As a result, the educational value got the highest score whereas the design characteristics area got the lowest score in the whole evaluation analysis. And English word game applications mostly got higher score than Korean versions. The result of this study would suggest the way to evaluate educational game applications in use and to contribute to developing educational game contents aimed at young children's language learning.