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VR/AR 환경의 협업 딥러닝을 적용한 맞춤형 조종사 훈련 플랫폼 (Customized Pilot Training Platform with Collaborative Deep Learning in VR/AR Environment)

  • 김희주;이원진;이재동
    • 한국멀티미디어학회논문지
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    • 제23권8호
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    • pp.1075-1087
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    • 2020
  • Aviation ICT technology is a convergence technology between aviation and electronics, and has a wide variety of applications, including navigation and education. Among them, in the field of aerial pilot training, there are many problems such as the possibility of accidents during training and the lack of coping skills for various situations. This raises the need for a simulated pilot training system similar to actual training. In this paper, pilot training data were collected in pilot training system using VR/AR to increase immersion in flight training, and Customized Pilot Training Platform with Collaborative Deep Learning in VR/AR Environment that can recommend effective training courses to pilots is proposed. To verify the accuracy of the recommendation, the performance of the proposed collaborative deep learning algorithm with the existing recommendation algorithm was evaluated, and the flight test score was measured based on the pilot's training data base, and the deviations of each result were compared. The proposed service platform can expect more reliable recommendation results than previous studies, and the user survey for verification showed high satisfaction.

The Role of Facilitating Conditions and User Habits: A Case of Indonesian Online Learning Platform

  • AMBARWATI, Rita;HARJA, Yuda Dian;THAMRIN, Suyono
    • The Journal of Asian Finance, Economics and Business
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    • 제7권10호
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    • pp.481-489
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    • 2020
  • The study examines the role of facilitating conditions and user habits in the use of technology in Online Learning Platform (OLP) in Indonesia. The adoption of online learning, persistence, and learning results in online platforms is essential for ensuring that education technology is implemented and gets as much value as possible. People who use technology and systems will embrace new technologies even more. This quantitative study is based on a survey of 254 respondents, who were active users of the technology, and considers the facilitating conditions and user habits variables. Two research hypotheses were tested using the Partial Least Square-Structural Equation Modeling method. Cronbach's Alpha, path coefficient, AVE, R-square, T-test were applied. The results showed that the factors significantly influence the Online Learning Platform technology behavioral intention. This impact is primarily associated with the availability of the resources required to use OLP technology. The availability of these resources includes supporting infrastructures such as widespread Internet access, easy access to mobile devices, and file sizes that affect access speed. The findings of this study suggest that it is necessary to introduce and increase the availability of resources for using OLP technology, and familiarize people with the technology features.

클라우드 플랫폼 환경에서의 프라이버시 보호기법 연구 동향 및 전망 (Survey and Prospective on Privacy Protection Methods on Cloud Platform Environment)

  • 박태환;이가람;김호원
    • 정보보호학회논문지
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    • 제27권5호
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    • pp.1149-1155
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    • 2017
  • 최근 활발하게 연구 및 개발 중인 사물인터넷 기술에 있어서 아마존의 AWS, IBM의 Bluemix와 같은 클라우드 플랫폼들이 원활한 서비스 제공을 위해 많이 사용되고 있다. 이러한 클라우드 플랫폼 환경의 사용 증가에 따라 여러 보안 위협들이 제기되고 있다. 본 논문에서는 클라우드 환경 상에서의 보안기술 및 개인정보보호 기법에 대한 연구와 관련 제도 및 법률적 연구의 동향을 살펴보며, 이를 바탕으로 기술적, 법률적 측면에서의 향후 클라우드 플랫폼 환경에서의 보안 및 프라이버시 보호 기법 연구에 대한 전망을 제시한다.

A Study on the Construction Plan of Machinery Public Platform through the Survey of the Construction Machinery Rental Market

  • Chang Wook Kim;Myeong Jin Jeong;Hyo Bae Lee;Jong Kwan Ho;Myeong Gu Lee
    • International Journal of Internet, Broadcasting and Communication
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    • 제15권4호
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    • pp.311-325
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    • 2023
  • In the construction machinery rental market, there are frequent cases of sublease through large-scale rental companies or rental through mediation organizations without legal grounds. In addition, institutional improvement of the construction machine safety management system has been required due to concerns over the internalization of legal inspections due to the lack of type approval data and construction machine history management during the construction machine inspection process. The government is responsible for securing safety of construction machinery and promoting mechanization of construction machinery by efficiently managing the construction machinery market by setting safety management such as type approval, registration, and inspection of construction machinery. In order to efficiently implement this, it is required to establish a platform for renting construction machinery and collecting safety management information. We presented a plan to build a public platform for construction machinery to secure the soundness of the construction machinery rental market and to improve safety management.

소셜 미디어 과부하가 사용자의 비의도적 회피 행동에 미치는 영향 (The Impact of Social Media Overload on Users' Unintentional Avoidance Behavior)

  • 차오신;오세환
    • 한국정보시스템학회지:정보시스템연구
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    • 제32권3호
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    • pp.165-181
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    • 2023
  • Purpose Digital platforms, together with the innovative technologies of modern society, are accelerating the digital innovation of the entire economy and society. Although social media platforms are gradually integrated into daily life, due to social media overload, users limit their use of the platform for a certain period of time or eventually choose to stop using it. In the context of social media platform, the purpose of this paper is to study the effects of information overload, social overload and system function overload on users' unintentional avoidance behavior, mediated by fatique and dissatisfaction. Design/methodology/approach This study empirically examines the influence of social media overload characteristics on users' unintentional avoidance behavior of platform utilization using the S-O-R framework. Data from 236 Chinese social media users were collected through a questionnaire survey, and the hypotheses were validated by evaluating the research model using the SmartPLS 4.0 program using Partial Least Square (PLS) method. Findings According to the empirical analysis result, based on the S-O-R model, first, it is confirmed that information overload and system feature overload have significant positive(+) effects on fatigue. Second, this study finds that information overload, social overload and fatigue have significant positive(+) effects on dissatisfaction. Thirdly, fatigue and dissatisfaction have significant positive(+) effects on unintentional avoidance. In addition, social overload has no significant effect on fatigue, while system feature overload has no significant effect on dissatisfaction.

The Effect of Short-form Content Consumption Values on ConsumerParticipation Behavior and Consideration Set in SNS Channels

  • Sang-Seol HAN;Yu-jin JANG
    • 유통과학연구
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    • 제22권8호
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    • pp.109-124
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    • 2024
  • Purpose: This study examines short-platform content that is becoming more popular on social media. This study investigates the relationship between short-form content experience, consumer participation behavior, and consideration set. Furthermore, the mediating effect on empathy factors was confirmed during consumers' experience with short-form content. Data and methodology: Prior studies were reviewed, and hypotheses were developed. Consumers who had watched and shared short-form content within the previous three months were targeted to achieve the study's goal. A structured questionnaire was used to conduct the survey. Results: First, users of short-platform content with practical, playful, and emotional value did not confirm a positive effect on consumer participation behavior. However,short-form content with social value positively impacted consumer participation behavior. Second, consumer participation in short-form content was confirmed to positively affect the consideration set. Third, in terms of the mediating effect of empathy factors, short-platform content with practical, social, and emotional values partially mediates consumer participation behavior, whereas short-platform content with playfulness value completely mediates consumer participation behavior. Conclusions: The results of this study have academic and practical implications for the recent marketing field. In particular, research has been conducted in the field of digital marketing, which has recently changed rapidly.

블록체인 기반 금융 플랫폼의 성별 수용의도 결정요인에 관한 탐색 연구 (An Exploratory Study on the Factors Determining Acceptance of Blockchain-Based Financial Platform by Gender)

  • 김시욱;박현숙
    • 디지털융복합연구
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    • 제18권3호
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    • pp.139-147
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    • 2020
  • 정보통신기술의 융합에 따른 4차 혁명의 파고가 거세지고 있는 가운데 블록체인 기반 플랫폼의 활용범위가 크게 확장되고 있다. 이에 이 연구는 블록체인 기반 금융 플랫폼에 초점을 맞춰 플랫폼 이용자의 수용의도를 결정하는 요인을 탐색하고자 하였다. 특히, 이 연구는 블록체인 기반 플랫폼에 대한 이용자 수용의도에 관한 결정요인 탐색에서 금융 플랫폼을 대상으로 했다는 점 그리고 플랫폼 이용자 수용의도가 남녀 간 성별 차이가 있는지를 확인하는데 연구의 초점을 맞춰 살펴봤다는 점에서 의의가 있다. 이는 블록체인과 관련해 이용자의 수용의도를 탐색하는 것은 금융업계뿐 아니라 블록체인 기술 개발자에게 매우 중요한 사안이기 때문이다. 연구방법은 474명(남성 262명, 여성 212명)이 참여한 설문조사 결과를 토대로 구조방정식 모형을 적용하여 블록체인 기반 플랫폼의 이용자 수용의도 구조를 탐구하였다. 연구결과, 블록체인 기반 금융 플랫폼 이용자의 수용의도 결정요인으로서 혁신성, 편의성, 보안성, 선호성이 작동하는 것으로 나타났고, 이중 혁신성과 편의성 요인에서 남녀 성별 차이에 따른 수용의도 결정요인이 차이가 있음이 확인되었다.

Evaluating the Usability and Effectiveness of Madrasati Platforms as a Learning Management System in Saudi Arabia for Public Education

  • Alkinani, Edrees A.;Alzahrani, Abdullah I.A.
    • International Journal of Computer Science & Network Security
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    • 제21권6호
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    • pp.275-285
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    • 2021
  • Ministries of Education are integrating different Learning Management Systems (LMS) to enhance teaching and learning during the lockdown to avoid academic loss. The key factor for delivering a high-quality education through LMS platforms is teachers' acceptance and adoption of the platform. Madrasati platform (which means My school) was introduced by Saudi Arabian Ministry of education as the formal teaching and learning for distance education for public education levels. This study aims to examine the effectiveness, usability and adoption of "Madrasati" platform from teachers' perspectives in Saudi Arabia. "SUS, CSUQ" tests were used to test the usability of the new platform. Using quantitative research design, data were collected using questionnaire. 200 teachers were selected randomly answered the survey. Data was analysed descriptively and inferentially using SPSS (25). The results obtained indicate that the teachers are highly satisfied using Madrasati platform and technically it is well designed. Also, Madrasati has positive effect on teaching quality. Moreover, Madrasati has high usability in teaching. One of the key findings were that the quality of the information content in Madrasati has a strong effect on teachers' perception of the Madrasati usefulness that led to a positive attitude towards Madrasati. These findings would be useful to the ministry of education and institutions trying to integrate technology in their teaching and learning processes. Thus, this paper contributes towards more effective utilisation of the extensive functionalities that Madrasati have to offer, which will contribute toward the development of pedagogy in Saudi Arabia.

실시간 온라인 교육 플랫폼의 학습만족도와 지속사용의도에 영향을 미치는 요인에 관한 연구 (A Study on the Factors Affecting Learning Satisfaction and Continuous Use Intention of Real-Time Online Education Platform)

  • 매사양;이동명
    • 한국콘텐츠학회논문지
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    • 제22권6호
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    • pp.342-353
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    • 2022
  • 본 연구는 중국 현지의 학습자들을 대상으로 실시간 온라인 교육 플랫폼의 교수자 특성, 콘텐츠 특성과 플랫폼특성이 학습만족도 및 지속사용의도에 미치는 영향을 분석함으로써 실시간 온라인 교육 플랫폼 시장의 활성화에 도움이 되고자 한다. 설문조사를 통해 총 670부 설문지를 수집하여 실증분석을 실시하였다. 분석 결과, 첫째, 교수자의 특성인 매력성을 제외하고 전문성과 성실성은 학습만족도에 모두 유의미한 정의 영향관계가 있었다. 둘째, 콘텐츠 특성의 유용성, 풍부성과 적절성은 학습만족도에 모두 유의미한 정의 영향 관계가 있었다. 셋째, 플랫폼 특성인 상호작용성을 제외하고, 기술성과 편리성은 학습만족도에 모두 유의미한 정의 영향 관계를 확인하였다. 넷째, 학습만족도는 지속사용의도에 유의한 긍정적인 영향을 미쳤다. 따라서 실시간 온라인 교육 플랫폼 시장의 활성화를 위해 교수자 특성, 콘텐츠 특성과 플랫폼특성에 대하여 실제로 느끼는 효용의 가치를 높였다는 점에서 큰 의미가 있다. 본 연구는 실시간 온라인 교육 플랫폼 실무적 시사점과 향후 연구방향을 제시하였다.

인문학 기반 예비대학 모델 연구: P 대학 사례를 중심으로 (A Study on the Humanities-based Preliminary University Model : Focused on the P University)

  • 백상미;정선호
    • 한국융합학회논문지
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    • 제13권1호
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    • pp.357-364
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    • 2022
  • 본 연구는 인문학적 사고를 향상시키기 위해 예비대학 프로그램을 개발, 운영, 평가하는 플랫폼 설계를 목적으로 한다. 이를 위해 본 연구에서는 P 대학의 특성에 맞는 예비대학을 설계하기 위하여 전문가 인터뷰와 재학생 설문조사를 실시하고, 분석된 결과를 토대로 인문학을 기반으로 하는 예비대학의 모델을 제안하였다. 전문가 대상 인터뷰 결과 온라인 플랫폼에 기반한 예비대학 모델 구축 및 인문학적 사고에 기반한 인재 양성 교육의 필요성 등이 제시되었다. 재학생 대상 설문 결과에서는 인문학 기반의 예비대학 운영의 필요성을 인식하고 있는 것으로 나타났다. 연구 결과를 반영하여 본 연구에서는 P 대학에 적합한 인문학 기반 예비대학 모델을 제안하고자 한다. 제안된 예비대학 모델 운영을 통해 참여 학생들이 대학인으로서 갖추어야 할 인문학적 사고가 확장되는 계기가 될 것으로 본다. 후속 연구에서는 플랫폼 기반 프로그램 운영을 통해 교육적 효과를 검증할 필요가 있다.