• Title/Summary/Keyword: 4.19 Revolution

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A Study on the Development Strategy of Artificial Intelligence Technology Using Multi-Attribute Weighted Average Method (다요소 가중 평균법을 이용한 인공지능 기술 개발전략 연구)

  • Chang, Hae Gak;Choi, Il Young;Kim, Jae Kyeong
    • Journal of Information Technology Services
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    • v.19 no.2
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    • pp.93-107
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    • 2020
  • Recently, artificial intelligence (AI) technologies has been widely used in various fields such as finance, and distribution. Accordingly, Korea has also announced its AI R&D strategy for the realization of i-Korea 4.0 in May 2018. However, Korea's AI technology is inferior to major competitors such as the US, Canada, and Japan Therefore, in order to cope with the 4th industrial revolution, it is necessary to allocate AI R&D budgets efficiently through selection and concentration so as to gain competitive advantage under a limited budget. In this study, the importance of each AI technology was evaluated in multi-dimensional way through the questionnaire of expert group using the evaluation index derived from the literature review From the results of this study, we draw the following implication. In order to successfully establish the AI technology development strategies, it is necessary to prioritize the cognitive computing technology that has great market growth potential, ripple effect of technology development, and the urgency of technology development according to the principle of selection and concentration. To this end, it is necessary to find creative ideas, manage assessments, converge multidisciplinary systems and strengthen core competencies. In addition, since AI technology has a large impact on socioeconomic development, it is necessary to comprehensively grasp and manage scientific and technological regulations in order to systematically promote AI technology development.

An Analysis of Job Creation Effects by Increasing Commercial Software Maintenance Rate (상용SW 유지관리 요율 상향에 따른 일자리 창출 효과 분석)

  • Lim, Gyoo Gun;Noh, Jong Hwa
    • Journal of Information Technology Services
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    • v.20 no.4
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    • pp.23-33
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    • 2021
  • The prolonged coronavirus 19 (COVID-19) has caused serious problems such as job losses and youth unemployment, but as the fourth industrial revolution and digital transformation accelerate, the importance of SW is highlighted and more qualified jobs are expected in the SW industry. However, domestic SW companies are having difficulties in not properly recognizing the value of SW products. Among many related issues, commercial SW maintenance-related issues are representative, and the main problem is the difference in the maintenance fee rates between domestic and foreign SW. In this study, the expected job creation effect when the SW maintenance rate is raised was analyzed using data related to the SW industry and commercial software. As a result of the analysis, the amount required to raise the commercial SW maintenance rate by 1% is 162 billion won. If all of these are used for employment, the expected new job creation effect is 3,240 jobs per year, and 15,451 jobs are created per year when calculated and estimated as the effect of increasing sales through the employment inducement coefficient. In addition, the amount required to raise the current average maintenance rate of 11.1% to 15% is 631.9 billion won, and it was possible to estimate the effect of creating jobs for 12,648 people based on the simple average wage and 60,259 people from the sales increase effect.

An Empirical Study on On/Offline Service Quality of Delivery Apps, Conversion Cost, Customer Satisfaction, and Continuous Use Intention (배달 앱 온·오프라인 서비스 품질과 전환비용, 고객 만족, 그리고 지속적 사용의도에 관한 실증적 연구)

  • Chae, Hyun-Sik;Kim, Eun-Jung;Kim, Jong-Weon
    • Journal of Korea Society of Industrial Information Systems
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    • v.26 no.6
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    • pp.35-46
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    • 2021
  • This study investigates the behavior of users using delivery apps as non-face-to-face lifestyles accelerated due to the 4th industrial revolution era and Covid 19. Specifically, this study examines the effect of customers' perceived service quality on the conversion cost, customer satisfaction, and continuous use intention. Based on the results, the main purpose of this study is to provide useful information and implications for entrants (restaurants) who have signed up and operated and platforms that connect customers, restaurants, and delivery people.

Structural review of the intelligent online judge system (지능형 온라인 평가 시스템의 구조적 고찰)

  • Lim, Isaac;Cho, Minwoo;Lee, Jisu;Jang, Jiwon;Choi, Jiyoung;Jung, Heokyung
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2021.10a
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    • pp.499-501
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    • 2021
  • Recently, artificial intelligence and SW have occupied an important position worldwide as the foundation technology of the era of the 4th industrial revolution, and web browser-based programming learning systems are becoming common due to changes in the learning environment caused by COVID-19. In accordance with this trend, this paper proposes a functionally scalable microservice-based system structure for an online evaluation system as a tool for learning algorithms that are the basis of artificial intelligence and SW. In addition, a functional structure for applying machine learning to automatic evaluation functions under the proposed system structure is also proposed.

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An Industry-Service Classification Development of Metaverse Platform (메타버스 플랫폼 활용 산업-서비스 분류체계 개발)

  • Yun, Seung-Mo;Leem, Choon-Seong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2021.10a
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    • pp.253-258
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    • 2021
  • With the 4th Industrial Revolution and the development of technology, markets of the VR&AR have increased. Also due to COVID-19 pandemic, demands for a digital environment were required because of physical space constraints. Firms are trying to solve this problem by using Metaverse platforms. However, with markets such as Metaverse, VR, AR, and Digital Twins are expanding, prior research on Metaverse definition or classification system is insufficient. Based on understanding VR&AR, Digital Twin, this study established a Industry-Service classification for Metaverse by defining Case studies on Metaverse and through prior research. And by Industry-Service classification for Metaverse this paper propose Metaverse Industry-Service Matrix to analyze the trend and possibility of Metaverse Platform

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Utilization of VR Immersive Content for Self-Directed Learning (VR 실감형 콘텐츠를 활용한 학생주도학습 활용사례)

  • Young-bok Cho
    • Journal of Practical Engineering Education
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    • v.15 no.2
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    • pp.373-379
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    • 2023
  • With the 4th Industrial Revolution, VR/AR technology is developing, and since COVID-19, the use of VR/AR technology is increasing and is being used in various environments. In particular, AR technology can be used in various educational fields and the perception of VR in the educational field and learning satisfaction, problem-solving ability, and self-directed learning ability when using VR were analyzed. It was analyzed that perception of VR and learning satisfaction had a significant correlation at the significance level of 0.001, and problem-solving competency had a significant correlation between learning satisfaction and self-directed learning ability at the significance level of 0.05.

Art Science Convergence Curriculum Design in the 4th Industrial Revolution Era : Focusing on STEAM with Contents (4차 산업혁명 시대 예술·과학 융합 교육프로그램 설계 : 콘텐츠를 활용한 STEAM을 중심으로)

  • Park, Sung-won;Lee, Hye-won
    • Journal of Information Technology Applications and Management
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    • v.28 no.1
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    • pp.53-61
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    • 2021
  • The year 2020 was a time when the coronavirus infections-19 (COVID-19) caused various changes in society. In particular, the fields that have been conducted face-to-face have been greatly confused by the transition to an online non-face-to-face method, and this is the case with the field of education. There are two main advantages of offline education. The first is that we can improve our understanding through communication with teachers, and the second is that we can develop social skills through interaction with friends. But as online classes progressed due to corona 19, interaction could not be achieved. As a result, the motivation for learning has been reduced due to difficulties in real-time feedback, and the participation rate has been significantly lowered, especially in lower grades, raising concerns about the learning gap that will occur after corona 19. However, there are some cases in which online classes were conducted as effectively as offline classes by utilizing various contents. What they have in common is the use of content. Teachers generally improved the quality of education by linking interesting sights and videos that enhance learning comprehension. The provided video conveys learning-related content into stories, enabling intuitive observation. Many students were already enjoying these videos through VOD (Video on Demand) such as TV and YouTube, they were able to connect their easy access to content and interest in learning. Appropriate use of video content has rather increased the learning effect and should continue after corona 19. Therefore, it is necessary to study methodologies that apply video content efficiently to education. This study looked at the steps that needed content application through the development of education programs, and observed its meaning. Students were curious about the content, motivated to learn and participated in learning on their own. Intuitive learning, conducted through appreciation, play and content production, provided an opportunity to learn on their own in everyday life.

Public Practice and Christian Education for Covid-Generation: Uncanny and Incarnational Solidarity (코로나세대 공적 기독교교육의 방향성 연구 : 언캐니(Uncanny)와 성육신적 연대)

  • Yunsoo Joo
    • Journal of Christian Education in Korea
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    • v.74
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    • pp.33-55
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    • 2023
  • This study aims to explore the direction of Christian public practice in the post-COVID era, seeking to overcome the uncanny feeling caused by increased division and exclusion during the pandemic period. Firstly, we will investigate the unequal impact of COVID-19 on the labor market and examine ways to achieve economic justice in the post-COVID era. Subsequently, we will deliberate the role of Christianity in establishing publicness in the digital world and virtual spaces. Finally, viewing COVID-19 as a catastrophe caused by an anthropocentric worldview and exploitation driven by greed, we will explore the tasks of Christianity to overcome the crisis of the Anthropocene. Christian public practice should fulfill its mission of care and stewardship not only in social context but also in an ecological dimension. The author proposes "planetary citizenship education" for a harmonious relationship between human species and the Earth they inhabit.

Military Security Policy Research Using Big Data and Text Mining (빅데이터와 텍스트마이닝 기법을 활용한 군사보안정책 탐구)

  • Kim, Doo Hwan;Park, Ho Jeong
    • Convergence Security Journal
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    • v.19 no.4
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    • pp.23-34
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    • 2019
  • This study utilized big data, one of the new technologies of the Fourth Industrial Revolution as a policy direction study related to the military security of the Army. By utilizing Text mining and analyzing military security trends in domestic and foreign papers, it will be able to set policy directions and reduce trial and error. In this study, we found differences in domestic and international studies on military sucurity. At first, Domestic research has shown that in the course of the fourth industrial revolution, there is a strong interest in technological security, such as IT technology in security and cyber security in North Korea. On the other hand, Foreign research confirmed that policies are being studied in such a way that military sucurity is needed at the level of cooperation between countries and that it can contribute to world peace. Various academic policy studies have been underway in terms of determining world peace and security levels, not just security levels. It contrasted in our immediate confrontation with North Korea for decades but suggest complementary measures that cannot be overlooked from a grand perspective. Conclusionally, the direction of academic research in domestic and foreign should be done in macro perspective under national network cooperation, not just technology sucurity research, recognizing that military security is a policy product that should be studied in a security system between countries.

Analysis of relative importance priority based on blockchain technology characteristics using AHP technique (AHP 기법을 이용한 블록체인 기술 특성 기반 상대적 중요도 우선순위 분석)

  • Oh, Kyoung-Sang;Lee, Dong-Myung
    • Journal of Digital Convergence
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    • v.19 no.6
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    • pp.239-250
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    • 2021
  • When considering the introduction of a new technology, it is important to accurately grasp and selectively apply the technical characteristics related to the technology in order to fully utilize the advantages of the technology. In this study, the technical characteristics of high relative importance were analyzed in order to increase the efficiency of new application of blockchain technology by companies. The technical characteristics of the blockchain identified through previous research were reclassified from the perspective of the system hierarchy, and sub-factors of the technical characteristics were derived. In addition, a questionnaire survey on the relative importance of technical characteristics was conducted for internal experts and SI experts using the Analytical Hierarchy Process (AHP) technique. As a result of the analysis, respondents evaluated data protection as the most important factor in the threat of hacking related to security. In addition, it was different that the comparison results of the importance of the technical characteristics between the experts in the company and the SI experts and the priority of the technical characteristics between the expert groups by industry. It is expected that the results of this study will be usefully utilized when using blockchain technology in enterprises in line with the upcoming changes of the 4th industrial revolution. An empirical analysis of the internal and external factors required for adoption of blockchain technology by industry and the effect of technology introduction will be a meaningful study.