• 응용통계연구
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• 제32권1호
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• pp.41-68
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• 2019

멀티 뷰 기법은 데이터를 다양한 관점에서 보려는 접근 방법이며 데이터의 다양한 정보를 통합하여 사용하려는 시도이다. 최근 많은 연구가 진행되고 있는 멀티 뷰 기법에서는 단일 뷰 만을 이용하여 모형을 학습시켰을 때 보다 좋은 성과를 보인 경우가 많았다. 멀티 뷰 기법에서 딥 러닝 기법의 도입으로 이미지, 텍스트, 음성, 영상 등 다양한 분야에서 좋은 성과를 보였다. 본 연구에서는 멀티 뷰 기법이 인간 행동 인식, 의학, 정보 검색, 표정 인식 분야에서 직면한 여러 가지 문제들을 어떻게 해결하고 있는지 소개하였다. 또한 전통적인 멀티 뷰 기법들을 데이터 차원, 분류기 차원, 표현 간의 통합으로 분류하여 멀티 뷰 기법의 데이터 통합 원리를 리뷰 하였다. 마지막으로 딥 러닝 기법 중 가장 범용적으로 사용되고 있는 CNN, RNN, RBM, Autoencoder, GAN 등이 멀티 뷰 기법에 어떻게 응용되고 있는지를 살펴보았다. 이때 CNN, RNN 기반 학습 모형을 지도학습 기법으로, RBM, Autoencoder, GAN 기반 학습 모형을 비지도 학습 기법으로 분류하여 이 방법들이 대한 이해를 돕고자 하였다.

• 한국수학교육학회지시리즈D:수학교육연구
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• 제23권4호
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• pp.235-254
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• 2020

Through this study, we aimed to capture the nature of a mathematics method course, called "the Curriculum Development and Teaching Methods in Mathematics Education" which is a pedagogy course for teaching for secondary school mathematics taught at a university located in a south eastern part of South Korea. The research participants include three junior students who took the methods course and a local high school math teacher with two professors. The research has three parts. First, we designed a method course to prepare the junior or senior students for a teaching practicum. The individual students gave a mini lecture about a secondary mathematical topic as a course requirement. Second, the three students watched a classroom video-clip of the high school teacher and analyzed his instruction before the actual classroom visits. Furthermore, by "Let's Learn" program for students, the course was associated with a local community through the students and so that they could visit the teacher's classroom three times to observe his math classroom teaching. The students discussed the difference between their own mini lectures and the actual math classroom teaching to develop an understanding of what it entails to teach an actual math class. Third, the first author supervised the students' activities in the program including their report for it to bring out their findings to the class of the method course. We found out this method course provided the students with the experience of various aspects of actual math lesson as well as learning theories about the pedagogy for teaching for secondary school mathematics. We conclude that this course gives a model for the method course in mathematics education for secondary school mathematics.

• 한국환경보건학회지
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• 제47권1호
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• pp.101-109
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• 2021

Objectives: The objectives of this study are to introduce the development process of work situations and types in the revised regulations on wearing personal protective equipment (PPE) for hazardous chemical handlers, analyze the implementation of the regulations, and then provide basic data for future education strategies. Methods: The development process of work situations for regulation was explained through a flowchart by year. In 2018, a survey of 30 chemical managers and 201 managers and handlers was conducted based on recognition of work situations and the related regulations. In 2019, 91 chemical managers and 204 handlers were surveyed to find the degree of compliance with regulations, direction for improvement of understanding the regulations, and training methods. Results: Only 78.0% of chemical managers and 66.7% of handlers said they were aware of the regulations (p<0.05). Just 79.0% of handlers knowing the regulations said they would wear PPE in compliance with these regulations. Therefore, the best way to make workers wear proper PPE in accordance with regulations is to strengthen the promotion of education on regulations. In order to improve the quality of education, 51.7% of managers and 33.3% of handlers cited educational content (video, ppt, etc.) as the top priority. Conclusion: This study suggested that more educational opportunities should be provided and educational content should be developed in order for workers handling hazardous chemicals to wear PPE as prescribed in regulations.

• International Journal of Computer Science & Network Security
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• 제22권3호
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• pp.245-251
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• 2022

In the context of the pandemic, educational institutions had to ensure an instant transition to remote technological models of communication within the new conditions of the educational environment. The purpose of the academic paper lies in determining the role of the communicative model of educational transformations in the realities of (post) modernity. The research methodology is based on a survey of 120 students from 10 higher educational institutions (HEIs) of Ukraine through an online form regarding the importance of live communication during a pandemic. Results. The communicative model changed significantly during the pandemic - the interaction was mainly due to technologies. The research has identified four communication models of educational transformations under the conditions of the pandemic, depending on learning models. The first traditional model of distance learning involves distance learning; the second model involves contact remote training using remote educational technologies; the third model is blended learning, which combines remote and traditional learning formats, synchronous and asynchronous modes of interaction; the fourth model is traditional contact training. The empirical study of the effectiveness of communication models proves that live communication remains extremely important for learning and understanding of educational materials by students, and technology has provided support for such communication. Along with this, seminars and video lectures with presentations combining live communication and communication technologies are as important as digital learning tools. The most effective teaching method for mastering and memorizing educational material was a live dialogue with a teacher at seminars in ZOOM, followed by individual written assignments on the studied topic.

• International Journal of Computer Science & Network Security
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• 제22권7호
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• pp.268-282
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• 2022

One of the most important technologies today is augmented reality technology, it allows users to experience the real world using virtual objects that are combined with the real world. This technology is interesting and has become applied in many sectors such as the shopping and medicine, also it has been included in the sector of education. In the field of education, AR technology has become widely used due to its effectiveness. It has many benefits, such as arousing students' interest in learning imaginative concepts that are difficult to understand. On the other hand, studies have proven that collaborative between students increases learning opportunities by exchanging information, and this is known as Collaborative Learning. The use of multimodal creates a distinctive and interesting experience, especially for students, as it increases the interaction of users with the technologies. The research aims at developing collaborative framework for developing achievement of 6th graders through designing a framework that integrated a collaborative framework with a multimodal input "hand-gesture and touch", considering the development of an effective, fun and easy to use framework with a multimodal interaction in AR technology that was applied to reformulate the genetics and traits lesson from the science textbook for the 6th grade, the first semester, the second lesson, in an interactive manner by creating a video based on the science teachers' consultations and a puzzle game in which the game images were inserted. As well, the framework adopted the cooperative between students to solve the questions. The finding showed a significant difference between post-test and pre-test of the experimental group on the mean scores of the science course at the level of remembering, understanding, and applying. Which indicates the success of the framework, in addition to the fact that 43 students preferred to use the framework over traditional education.

• 문화기술의 융합
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• 제8권6호
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• pp.89-96
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• 2022

본 연구는 드라마 <명동백작>(2004)을 통해서 드라마가 시인 김수영과 그의 문학작품을 대중에게 전달하는 전략을 검토한다. 이 드라마는 김수영 시인이 내적 갈등을 겪는 장면에 시를 삽입함으로써 시인의 내면과 그의 문학관을 보여주는 한편으로, 비교적 일반에 덜 알려진 시를 제시하여 대중들의 시에 대한 이해를 넓힌다. 또한 드라마는 갈등 요소를 적절히 배치함으로써 시청자들의 흥미를 유지하며, 그 갈등이 그의 삶과 시세계에 어떠한 영향을 미쳤는가를 효과적으로 보여준다. 이로써 드라마는 김수영을 단순히 「풀」의 시인이 아니라 한 사람의 생활인이자, 전쟁에서부터 4.19혁명까지 복잡한 역사적 시대를 살아간 의지의 시인으로 형상화한다. 그러므로 드라마 <명동백작>은 영상을 통하여 당대의 역사적 전환과 사회 문제, 당대의 문학장과 함께 김수영이라는 한 사람의 시인을 입체적으로 형상화한 의미 있는 텍스트이다.

• 한국컴퓨터정보학회논문지
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• 제27권10호
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• pp.211-222
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• 2022

본 연구는 코로나 이전과 코로나 이후의 강의평가를 비교 분석하여, 코로나 이후 시대에 대학수업에서 고려해야 되는 사항은 무엇인지를 도출하고자 하였다. 이를 위해 서울시 소재 A대학의 4개년도 자료를 이용하였고, 코로나 이전은 2018년~2019년까지, 코로나 이후는 2020년~2021년까지 자료를 이용하였다. 연구결과에 의하면, 교양의 경우에는 "과제"가 코로나 이전과 이후와 상관없이 빈도 및 연결중심성(DC)이 가장 가장 높은 단어로 나타났으나, 전공에서는 "이해"가 가장 중요한 단어로 나타났다. 에코 네트워크의 분석결과, "동영상" 및 "비대면수업"의 경우에는 어렵다고 느끼고 있으며, 교수와 학생간의 "상호작용"이 중요하다고 생각하고 있었다. 결론적으로 코로나 이후의 교양 수업에서는 과제에 대한 비중을 낮추고, 학생과의 상호작용을 높이는 것이 중요하며, 전공의 경우에는 비대면 수업보다는 대면수업으로 운영하고, 동영상도 어렵지 않게 내용을 구성하는 것이 필요하다는 것을 확인하였다.

• 인터넷정보학회논문지
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• 제24권4호
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• pp.107-115
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• 2023

This study analyzes the content of YouTube Vlog videos created by patients of Coronavirus disease 2019 ("COVID-19") in South Korea and viewer comments on those videos. As this new infectious disease started to sweep the world in late 2019 and early 2020, the public started facing fear and uncertainty stemming from the lack of sufficient and accurate information about the virus. At the same time, as COVID-19 patients in South Korea were treated in isolation to prevent the spread of the virus, the patients themselves were experiencing anxiety and exclusion from the society. During this period, there was an increase in YouTube Vlog videos created by the patients in which they shared their experiences going through the treatment and recovery processes. To understand how these YouTube Vlog videos were being used by the patients to connect with the society and seek support in a state of isolation and anxiety, this study conducted a qualitative multi-case analysis of three sample YouTube Vlog video channels to analyze their content, as well as a lexicon-based sentiment analysis of viewer comments to understand the experiences and reactions of viewers. The patients' YouTube Vlog videos showed that they shared similar stages of progress, despite each emphasizing a different main theme. Overall, the tone of the viewer comments became increasingly positive over time, although with some variance among different patient cases and stages. The results confirmed that Vlogs of patients played a significant role in reducing the uncertainty around COVID-19 and strengthening social support for the patients. The findings of this study can improve an understanding of the psychological and behavioral aspects of patient experience in isolated treatment and the impact of shared communication among members of society in times of crisis.

• 한국컴퓨터정보학회논문지
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• 제14권2호
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• pp.221-229
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• 2009

인터넷과 정보통신 기술이 발전함에 따라 영화 유통의 창구도 다양화 되고 있으며, 인터넷 VOD 극장은 저렴한 가격과 인터넷이라는 시간과 공간의 제약성이 없는 특징을 통해 새로운 영화 창구로서 자리 매김 하고 있다. 본 연구에서는 인터넷 VOD 극장을 이용하는 데 있어서 기존 연구에서 나타난 기술수용이론의 지각된 유용성과 몰입이론의 변수 그리고 인터넷 VOD 극장에서 제공하는 영화에 대해 소비자가 느끼는 흘드백 기간에 대한 민감도와 인터넷 VOD 극장에서 제공되는 영화 장르 선택의 다양성이 소비자의 이용 의도에 미치는 영향에 대해 살펴보았다. 본 연구의 의의는 기존 오프라인 영화관 및 다른 영화매체와의 경쟁 속에서 새로운 유통 창구로 자리매김하고 있는 인터넷 VOD 극장의 매체적인 특성을 찾고, 인터넷 VOD 극장 이용자의 이용 의도에 영향을 미치는 요인을 분석함으로써 향후 인터넷 VOD 극장 수익 발전 방향을 모색했다는 점에서 실용적인 의미가 있을 것이다.

• 치위생과학회지
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• 제22권1호
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• pp.1-8
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• 2022

Background: The elderly have, a higher disease morbidity than other age groups due to a decrease in resistance to the disease and have complex diseases, so care should be taken. Accordingly, it is considered important to provide information for improving the health of the elderly. Health information plays an important role in individual health promotion and education, so the degree of exposure to information about oral health of the elderly is expected to have a significant impact on understanding and acquiring information on oral content videos on the importance, prevention, and management of oral health of the elderly in the future. Methods: This study analyzed video content related to oral diseases of the elderly in a total of 150 videos uploaded on YouTube from January 1, 2012 to May 13, 2021, using a total of three books of dental hygiene for the elderly. Results: Forty-nine broadcasters accounted for the most of this information. Among the information providers, there were two dental hygienists. They accounted for 1.3% of all the information providers. The highest number of dental hygienists who broadcasted information was 42 in 2019. The average number of views was 37,303 periodontal diseases, the highest. Among the videos, dry mouth was the most common with 34 oral diseases. Conclusion: The number of images for each disease varies, so it seems that information should be provided in various ways. Dental hygienists should widely improve oral health knowledge by providing various dental hygiene management images for each oral disease to improve the oral health of the general public. In addition, based on the information of the Health Insurance Review and Assessment Service, the development and provision of content should be actively carried out so that people can obtain the information they desire.