• Title/Summary/Keyword: COVID-19 Outbreak

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Learning Model for Avoiding Drowsy Driving with MoveNet and Dense Neural Network

  • Jinmo Yang;Janghwan Kim;R. Young Chul Kim;Kidu Kim
    • International Journal of Internet, Broadcasting and Communication
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    • v.15 no.4
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    • pp.142-148
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    • 2023
  • In Modern days, Self-driving for modern people is an absolute necessity for transportation and many other reasons. Additionally, after the outbreak of COVID-19, driving by oneself is preferred over other means of transportation for the prevention of infection. However, due to the constant exposure to stressful situations and chronic fatigue one experiences from the work or the traffic to and from it, modern drivers often drive under drowsiness which can lead to serious accidents and fatality. To address this problem, we propose a drowsy driving prevention learning model which detects a driver's state of drowsiness. Furthermore, a method to sound a warning message after drowsiness detection is also presented. This is to use MoveNet to quickly and accurately extract the keypoints of the body of the driver and Dense Neural Network(DNN) to train on real-time driving behaviors, which then immediately warns if an abnormal drowsy posture is detected. With this method, we expect reduction in traffic accident and enhancement in overall traffic safety.

A Research on Enhancing Aviation Safety Culture by Building the Level of Safety Awareness (안전의식 수준 확보를 통한 항공 안전문화 증진 방안 연구)

  • Jehwan Song;Je-Hyung Jeon;Geun-Hwa Jeong
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.31 no.3
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    • pp.10-16
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    • 2023
  • Demand for air travel, which shrank sharply following the outbreak of the COVID-19, has recently recovered up to 80% before the spreading pandemic. As a result, the number of passengers are rapidly increasing again. However, financial difficulties and lack of skilled workers in the aftermath of a long-term recession and pandemic lead to a decrease in aviation safety awareness which is fundamental for safety culture. Consequently, this hazard can act as a potential risk factor for the global aviation industry preparing for a new leap forward in the post-pandemic era. Therefore, this study analyzed and defined the four key elements of aviation safety awareness; attitude, belief, perception, and value. Based on this analysis, this study combined the four key elements into the P-D-C-A cycle to derive what top management, middle managers, and workers should each do to continuously improve the positive safety culture.

Product Reviews in YouTube

  • Jiyeol Kim;Cheul Rhee
    • Asia pacific journal of information systems
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    • v.30 no.4
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    • pp.741-757
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    • 2020
  • The outbreak of COVID-19 has changed our lifestyle. People spend much more time on YouTube, SNS and online shopping than before. Accordingly, the number of product review videos are steeply increasing in YouTube platform. When people watched the review videos, they might search additional information if they liked the videos. This study aims to investigate how the informativeness and the degree of attention gathering of product review videos influence on the product information sourcing intention and persuasion knowledge. We also try to find whether prior YouTube experience affects the relationship between the degree of attention gathering and persuasion knowledge. We conducted an online survey on 499 participants and analyzed using partial least square methods. Results show that 1) informativeness and the degree of attention gathering towards product review videos influence on the product information sourcing intention and user's persuasion knowledge. 2) Viewers' YouTube experiences moderate the increase of the viewers' persuasion knowledge caused by increasing the degree of viewers' attention gathering. This study implies that YouTube product review videos could be created in strategic manners. Also, it could be inferred that consumers' prior YouTube experiences may reduce negative potentials of the degree of attention gathering onto persuasion knowledge.

SARS-CoV-2 Infection of Airway Epithelial Cells

  • Gwanghui Ryu;Hyun-Woo Shin
    • IMMUNE NETWORK
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    • v.21 no.1
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    • pp.3.1-3.16
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    • 2021
  • Coronavirus disease 2019 caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has been spreading worldwide since its outbreak in December 2019, and World Health Organization declared it as a pandemic on March 11, 2020. SARS-CoV-2 is highly contagious and is transmitted through airway epithelial cells as the first gateway. SARS-CoV-2 is detected by nasopharyngeal or oropharyngeal swab samples, and the viral load is significantly high in the upper respiratory tract. The host cellular receptors in airway epithelial cells, including angiotensin-converting enzyme 2 and transmembrane serine protease 2, have been identified by single-cell RNA sequencing or immunostaining. The expression levels of these molecules vary by type, function, and location of airway epithelial cells, such as ciliated cells, secretory cells, olfactory epithelial cells, and alveolar epithelial cells, as well as differ from host to host depending on age, sex, or comorbid diseases. Infected airway epithelial cells by SARS-CoV-2 in ex vivo experiments produce chemokines and cytokines to recruit inflammatory cells to target organs. Same as other viral infections, IFN signaling is a critical pathway for host defense. Various studies are underway to confirm the pathophysiological mechanisms of SARS-CoV-2 infection. Herein, we review cellular entry, host-viral interactions, immune responses to SARS-CoV-2 in airway epithelial cells. We also discuss therapeutic options related to epithelial immune reactions to SARS-CoV-2.

Relationships among Nursing Students' Anxiety, Communication Skills, and Nursing Professionalism about On-campus Clinical Practice due to COVID-19 (코로나 19로 인한 간호대학생의 교내임상실습 불안, 의사소통능력 및 간호전문직관간의 관계)

  • Kim, Do-Hui;Lee, Won-Jin;Kang, Min-Ji;Kang, Jee-Yeon;Kim, Na-Rae;Kim, Seo-Yeong;Kim, Seong-A;Park, Seong-Eun;Bae, Sun-Mi
    • Journal of Industrial Convergence
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    • v.20 no.10
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    • pp.9-16
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    • 2022
  • This study was attempted to confirm the correlation between anxiety, communication skills, and nursing professionalism due to the replacement on-campus practice of nursing students due to the COVID-19 outbreak. The subjects of this study were 131 nursing students in 3rd and 4th grade, and data were collected from October 30, 2021 to November 23, 2021. The collected data were analyzed with SPSS Statistics 28.0 using descriptive statistics, t-test, ANOVA, and Person's correlation. As a result of the study, it was found that there was a negative correlation between anxiety and nursing professionalism(r=-.332, p<.001), and there was a positive correlation between communication ability and nursing professionalism (r=.364, p=.000) Based on this study, it is necessary to develop and apply an effective clinical practice education intervention method that can reduce anxiety caused by on-campus practice to enhance nursing professionalism and enhance communication ability. Based on this study, it is necessary to understand the relationship between grade level and nursing professionalism, and to develop and apply an effective anxiety intervention method that can increase nursing professionalism by reducing anxiety caused by on-campus practice.

The Role of Medical Technologists in Next-Generation Sequencing and Clinical Genetic Tests (임상유전자검사 및 차세대 염기서열분석을 위한 임상병리사의 역할)

  • Hyun-Seok JIN;Sangjung PARK;Mi-Sook AHN;Sangwook PARK
    • Korean Journal of Clinical Laboratory Science
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    • v.55 no.3
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    • pp.203-212
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    • 2023
  • Since the coronavirus disease-2019 (COVID-19) outbreak, it has been generally believed that a medical technologists (MTs) are supposed to perform polymerase chain reaction tests and next-generation sequencing (NGS) in the hospitals. However, many do not recognize that the duty of MT for clinical genetic testing has not been stated in the Medical Laws (72.5% for MT, N=200; 62.8% for students, N=123). In this regard, to evaluate the feasibility of MT's role for NGS genetic testing, we requested our subjects to fill out an online survey and analyzed the data. Among them, it shows that the scope of MT's role, including NGS performance should include clinical genetic testing (99.5% for MT, N=200; 86.8% for students, N=123). Also, questions on clinical genetics, which is associated with both cellular genetics and molecular genetic questions should be included in the National MT License Problem Bank (97.5% for MT; 71.4% for students). Based on these results, the Korean Association of Medical Technologists needs to cooperate synergically with the Academic Association of Biomedical Laboratory Science with respect to genetic education and legislation for the future benefit of both MTs and students.

Post-corona and semiconductor industry: The risk of separation of the semiconductor value chain triggered by Corona 19 and the response strategy of the Korean semiconductor industry (포스트 코로나와 반도체 산업 : 코로나19로 촉발된 반도체 밸류체인 분리 위험과 한국 반도체 산업의 대응전략)

  • Kim, Kiseop;Han, SeungHun
    • Journal of Technology Innovation
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    • v.28 no.4
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    • pp.127-150
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    • 2020
  • The World Health Organization (WHO) declared the third pandemic in history after the Hong Kong flu and swine flu. The outbreak of Corona 19 dramatically reduced exchanges between countries, while rapid contagion created a time gap in economic fluctuations by country. In January 2020, the trade dispute between the US and China entered into a consensus phase, but the economic decoupling phenomenon caused by Corona 19 made it difficult for China to balance trade with the US and made it difficult to comply with the terms of the trade dispute agreement between the US and China. President Trump attributed the responsibility for the spread of Corona 19 to China, and pointed out that the cause of the economic downturn was the infringement of Chinese trade secrets and illegal copies, and protectionism arose. As a result, China protested fiercely, and the conflict with the United States deepened. The US has declared trade sanctions on Huawei and SMIC, which are key companies in China's semiconductor industry, and is predicting the risk of a disconnection of the semiconductor value chain between the US and China. The separation of the value chain of the semiconductor industry has the potential to have a big impact on the semiconductor industry, a structure that is highly specialized and monopolized by certain countries and companies in the value chain. This paper aims to deal with the risk of disconnection in the semiconductor value chain between the US and China reignited by Corona 19, the impact and change of the global semiconductor industry value chain, and the response strategies of Korean semiconductor companies.

A Study on Development and Validation of Digital Literacy Measurement Tool (디지털 리터러시 측정도구의 개발 및 예측타당성 검증 연구)

  • Chung, Mi-hyun;Kim, Jaehyoun;Hwang, Ha-sung
    • Journal of Internet Computing and Services
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    • v.22 no.4
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    • pp.51-63
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    • 2021
  • Recently, virtual communication has become a standard tool due to the outbreak of COVID-19. Likewise online communication is emerging as an essential competency. In this study, we aimed to develop a comprehensive and systematic digital literacy measurement tool reflecting the changes and needs of society. Construct variables were drawn by characterizing existing digital literacy measurement tools. Thirty-four items corresponding to the concept of each variable were developed. The developed measurement tool was then evaluated in the form of surveys from university students belonging to the digital native generation, and the reliability and validity were performed through exploratory and confirmatory factor analysis. The digital literacy measurement tool contained five sub-factors and twenty-five questions. In addition, hierarchical regression analysis was performed to verify the predictive validity of digital literacy sub-factors. Based on these findings, the implication of future research is discussed.

A theoretical study to establish the concept of textbooks using online content and the direction of future textbooks (온라인 콘텐츠 활용 교과서의 개념과 미래형 교과서의 방향 정립을 위한 이론적 고찰)

  • Ahn, Sung Hun
    • Journal of Creative Information Culture
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    • v.7 no.4
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    • pp.257-264
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    • 2021
  • As online classes started in 2020 due to the COVID-19 outbreak, the use of online content in classes such as e-books, Google tools, and videos has increased. Accordingly, the need for textbooks made by teachers is emerging so that students can learn effectively even in an online environment. In addition, as online classes and student-participatory classes using various online contents expand, teachers are actively using online content-using textbooks as well as book-type textbooks. In other words, it is a time not only to prepare for online classes, but to establish the concept of online textbooks and to think about the system and direction of current textbooks in order to transform into a future education system. Therefore, in this paper, the basic data for establishing the concept of online content utilization textbooks that are currently being introduced have been analyzed and theoretical contents for the development direction of future textbooks to be developed in the future are explored.

A Study on the Effects and Application Cases of Education Using Metaverse in the Non-Face-To-Face Era (비대면 시대에 메타버스를 이용한 교육의 효과와 적용사례에 대한 연구)

  • Song, Eun-Jee
    • Journal of Practical Engineering Education
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    • v.14 no.2
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    • pp.361-366
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    • 2022
  • Recently, with the development of virtual and augmented reality technology, metaverse is emerging as a new paradigm that will lead the next-generation internet era, and social and economic activities are spreading around the game, entertainment, music, and content industries. Moreover, as non-face-to-face conversion accelerated after the outbreak of COVID-19, lifestyles and industrial sites are becoming untact and further rapidly becoming a metaverse. In particular, the application of metaverse to the education field is attracting attention because realistic classes using real-time voice conversations using avatars, 3D objects, and 360-degree images can increase immersion and overcome the limitations of distance education. This study examines the concept of metaverse and examines that education using metaverse can be an alternative that can increase the efficiency of education in the non-face-to-face era. In particular, it shows that it is effective in language education and suggests an actual metaverse-based Korea language education program.