• Title/Summary/Keyword: Online-based education

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Emotional Intelligence System for Ubiquitous Smart Foreign Language Education Based on Neural Mechanism

  • Dai, Weihui;Huang, Shuang;Zhou, Xuan;Yu, Xueer;Ivanovi, Mirjana;Xu, Dongrong
    • Journal of Information Technology Applications and Management
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    • v.21 no.3
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    • pp.65-77
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    • 2014
  • Ubiquitous learning has aroused great interest and is becoming a new way for foreign language education in today's society. However, how to increase the learners' initiative and their community cohesion is still an issue that deserves more profound research and studies. Emotional intelligence can help to detect the learner's emotional reactions online, and therefore stimulate his interest and the willingness to participate by adjusting teaching skills and creating fun experiences in learning. This is, actually the new concept of smart education. Based on the previous research, this paper concluded a neural mechanism model for analyzing the learners' emotional characteristics in ubiquitous environment, and discussed the intelligent monitoring and automatic recognition of emotions from the learners' speech signals as well as their behavior data by multi-agent system. Finally, a framework of emotional intelligence system was proposed concerning the smart foreign language education in ubiquitous learning.

Case of Collaborative Product Development Practice based on Product Data Management System in Non-face-to-face Environment (비대면 환경에서 제품자료관리 시스템 기반 협동제품개발 실습과제 운영 사례)

  • Do, Namchul
    • Journal of Engineering Education Research
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    • v.25 no.1
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    • pp.46-54
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    • 2022
  • This study attempted non-face-to-face collaborative product development practice that can respond to the spread of COVID-19 by expanding existing product data management system-based product development practice. For the complete non-face-to-face product development practice, it utilized prototype development using a 3D paper model, an online class management system and social media for classes and meetings. As a result of applying the non-face-to-face method, product developments of 26 practice teams have been completed without any failures. Therefore, through this study, the author can confirm that it is possible to provide the complete non-face-to-face collaborative product development practice based on product data management systems.

Action Recognition Method in Sports Video Shear Based on Fish Swarm Algorithm

  • Jie Sun;Lin Lu
    • Journal of Information Processing Systems
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    • v.19 no.4
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    • pp.554-562
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    • 2023
  • This research offers a sports video action recognition approach based on the fish swarm algorithm in light of the low accuracy of existing sports video action recognition methods. A modified fish swarm algorithm is proposed to construct invariant features and decrease the dimension of features. Based on this algorithm, local features and global features can be classified. The experimental findings on the typical sports action data set demonstrate that the key details of sports action can be successfully retained by the dimensionality-reduced fusion invariant characteristics. According to this research, the average recognition time of the proposed method for walking, running, squatting, sitting, and bending is less than 326 seconds, and the average recognition rate is higher than 94%. This proves that this method can significantly improve the performance and efficiency of online sports video motion recognition.

A Study on Quality Management of MOOC-based e-Learning Service (MOOC 기반 이러닝 서비스의 질 관리 방안에 관한 연구)

  • Park, Jungho;Choi, Enyoung
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2017.05a
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    • pp.219-221
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    • 2017
  • Recently, MOOC (Massive Open Online Course), which has the characteristics of open content, has been changing the paradigm of university education as it is being serviced by various universities. In addition, MOOC based e-learning service has been developed into various types. The quality management of MOOC-based e-learning services has been studied on the general factors provided by MOOC regardless of MOOC type so far. In this study, we propose a method to improve the quality management of MOOC - based e - learning service by analyzing the factors affecting the quality of e - learning service by MOOC type.

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Learning process mining techniques based on open education platforms (개방형 e-Learning 플랫폼 기반 학습 프로세스 마이닝 기술)

  • Kim, Hyun-ah
    • The Journal of the Convergence on Culture Technology
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    • v.5 no.2
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    • pp.375-380
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    • 2019
  • In this paper, we study learning process mining and analytic technology based on open education platform. A study on mining through personal learning history log data based on an open education platform such as MOOC which is growing in interest recently. This technology is to design and implement a learning process mining framework for discovering and analyzing meaningful learning processes and knowledge from learning history log data. Learning process mining framework technology is a technique for expressing, extracting, analyzing and visualizing the learning process to provide learners with improved learning processes and educational services.

The Relationship between School Health Education Experience and Health Risk Behaviors in Adolescents: Results of the 2013 Korea Youth Risk Behavior Web-based Survey (청소년들의 학교 보건교육 수혜 현황 및 건강위험행동과의 관련성)

  • Lee, Gyu Young
    • Journal of Korean Public Health Nursing
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    • v.29 no.2
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    • pp.257-271
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    • 2015
  • Purpose: This research examined the trend of school health education, using online research data on health behaviors of adolescents. Then it compared the health perceptions, healthy life practice, and health risk behaviors between students who received health education and students who did not. In addition, it predicted the impact of health education on health risk behaviors of students. Methods: Data from 72,435 participants of this survey were analyzed. Statistical analyses were performed on weighted data using the complex sampling design. Results: In the results of the research, general high schools students had the lowest rate of receiving health education, while sex education was the most actively held throughout the all locations. Next, medium-small cities had the lowest rate of receiving health education. Regarding health risk behaviors, students receiving health education had significantly lower rates of smoking, drinking, and sexual intercourse. Conclusion: This study shows that healthy life practices by students improves with the inclusion of health education, thus indicating that schools should invest in health education. This research generated evidence for the first time in Korea that school health education has a positive impact on health risk behaviors and provides basic data for policy development of school health education.

Trends in Sexual Intercourse, Sex Education Experience, and Contraception among Adolescents in Korea: Based on Korea Youth Risk Behavior Web-based Survey from 2006 to 2019 (청소년 성관계, 성교육 경험 및 피임실천의 추이: 2006년에서 2019년까지 청소년 건강행태 온라인 자료)

  • Jang, Insun;Choi, Eun-Hi
    • Journal of the Korean Society of School Health
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    • v.33 no.2
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    • pp.79-88
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    • 2020
  • Purpose: The purpose of this study was to identify 14 years of trends in sexual intercourse and sex education experiences among Korean adolescents from 2006 to 2019, based on online data. Methods: The study was a secondary analysis using the raw data of the 2nd (2006) through 15th (2019) Youth Risk Behavior Web-based Survey. The data of 504,105 male adolescents and 473,053 female adolescents were used for the analysis. A complex-sample cross-analysis (Rao-Scott χ2 test) was performed to identify differences in sexual intercourse, sex education experience, and contraception over time, and logistic regression was performed to identify factors affecting adolescent sexual intercourse. Results: Sexual intercourse was found to increase as the year progressed. More high school students had sexual experiences than middle school students. Students who had ever smoked or drunk were more likely to have had sexual intercourse than the ones who had not. Students living with relatives or living in boarding houses or dormitories showed a higher rate of sexual intercourse than those living with family members. Students who never received sex education also showed a high rate of sexual intercourse. Conclusion: It is significant to grasp the trends in sexual intercourse, sex education experience, and contraception among adolescents over time. Providing adolescents with healthy sex education is becoming more and more important every year and health-related education including sex education that meets the need of teenagers should be incorporated into the regular curriculum.

Development of Nutrition Education Contents for Pregnant Women Based on Effective Communication Strategies (효과적 커뮤니케이션 전략에 기반한 임신부 대상의 영양교육 컨텐츠 개발)

  • Yoo, Taeksang;Han, Young-Hee;Kim, Jung Hyun;Lee, Min Jun;Hyun, Taisun
    • Korean Journal of Community Nutrition
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    • v.22 no.2
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    • pp.115-126
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    • 2017
  • Objectives: The purpose of the study was to develop communication strategies for effective nutrition education targeting pregnant women and to create nutrition education contents. Methods: The format and the contents of online resources on nutrition information for pregnant women provided by reliable institutions were analyzed. Possible solutions to overcome barriers of nutrition education as well as communication strategies for effective nutrition education were identified by a brainstorming process. Based on the communication strategies, contents for nutrition education were created. Understandability, level of interest, applicability to daily life, harmony of text and illustration, and overall satisfaction of the contents were evaluated by dietitians and pregnant women. Results: The four communication strategies were developed; (1) to focus on a few important messages, (2) to provide evidence-based information, (3) to create illustrations or infographics with a minimum amount of text, and (4) to provide tips on how to improve the current diet options. Based on these strategies, the contents were focused on three important nutrients for pregnant women, folate, iron, and calcium. The percentages of the recommended nutrient intakes of the three nutrients on selected menu and its improved version by adding a dish or changing a dish into another dish were calculated and provided. Finally, the contents were delivered as illustrations with a minimum amount of text. Overall, dietitians and pregnant women were satisfied with the contents. Conclusions: The contents developed in this study can be used in a pamphlet or a pregnancy diary, or can be shared in social networking services. Further contents on other nutrients and various menu are expected to be developed using these communication strategies.

A Study on the Students' Satisfaction with Cyber Education: A Case Study on the Sections of Consumer Education in the University (학습자 입장에서의 사이버 강의 만족에 관한 연구: 대학에서 소비자교육 분야의 강의 사례를 중심으로)

  • Park, Myung-Sook
    • Journal of Korean Home Economics Education Association
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    • v.19 no.4
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    • pp.257-271
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    • 2007
  • This study examined students' satisfaction with cyber education focused on the sections of consumer education in the University. The sample of this study was 94 students taking a 'Consumer Policy & Education' cyber course. The data were collected using structured questionnaires and analysed by descriptive statistics, frequency, percent, mean, SD, t-test and one-way ANOVA with Duncan test. The results of this study were as follows: First, the reason students took a cyber course was that it was easy to manage the course under "self-control". Second, they studied an average 1-2 hours for a one unit lecture at home on weekdays between 9 p.m. and midnight. Third, the students' satisfaction with cyber education showed a slight preference for the web based environment as opposed to the online lessons. Fourth, the biggest problem with taking a cyber course was that the students found it difficult to concentrate well on the lecture.

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Ethical Issues in the Forth Industrial Revolution and the Enhancement of Bioethics Education in Korean Universities (4차 산업혁명 시대의 윤리적 이슈와 대학의 생명윤리교육 방향 제고)

  • KIM, Sookyung;LEE, Kyunghwa;KIM, Sanghee
    • Korean Journal of Medical Ethics
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    • v.21 no.4
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    • pp.330-343
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    • 2018
  • This article explores some of the ethical issues associated with the fourth industrial revolution and suggests new directions for bioethics education in Korean universities. Some countries have recently developed guidelines and regulations based on the legal and ethical considerations of the benefits and social risks of new technologies associated with the fourth industrial revolution. Foreign universities have also created courses (both classroom and online) that deal with these issues and help to ensure that these new technologies are developed in an ethically appropriate fashion. In South Korea too there have been attempts to enhance bioethics education to meet the changing demands of society. However, bioethics education in Korea remains focused on traditional bioethical topics and largely neglects the ethical issues related to emerging technologies. Furthermore, Korean universities offer no online courses in bioethics and the classroom courses that do exist are generally treated as electives. In order to improve bioethics education in Korean universities, we suggest that (a) new course should be developed for interprofessional education; (b) courses in bioethics should be treated as required subjects gradually; (c) online courses should be prepared, and (d) universities should continually revise course contents in response to the development of new technologies.