• Proceedings of the Korean Society of Computer Information Conference
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• 2021.07a
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• pp.507-508
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• 2021

4차산업 혁명시대가 도래하고, 클라우드 컴퓨팅의 발전과 동시에 데이터 처리 효율과 속도가 높아지면서, 지속적으로 다양한 분야의 데이터가 누적되고, 이를 활용한 기술들이 발전하고 있는 가운데 데이터 사이언스의 역량을 필요로 하는 직군 또한 넓어지고 있다. 본 논문에서는 데이터 사이언스에 막 뛰어든 입문자들이 고난이도의 코딩 없이 데이터 분석 및 전처리, 머신러닝에 익숙해질 수 있도록 디자인적 접근성을 고려한 코드리스 프로그램을 개발하였다.

• Annual Conference of KIPS
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• 2019.10a
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• pp.758-759
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• 2019

4차산업혁명 시대의 도래로 빅데이터, AI 기술 등을 이용하여 데이터 수집, 분석, 가공, 활용에 관심이 높아졌다. 정부도 공공부문 정보시스템의 보유데이터를 개방하여 산업 전반에 데이터 연계·활용을제고하고 있다. 본 연구는 도로건설사업의 업무처리를 지원하는 건설사업정보시스템(CALS)에 보유중인 건설데이터를 개방하기 위한 방안을 마련하였다. 이를 위해 건설데이터 중 개방 가능한 데이터를 선정하고 키워드를 통한 데이터 및 파일의 정보검색 환경과 데이터 공개서비스 구축방법을 제시하였다.

• Journal of Service Research and Studies
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• v.10 no.4
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• pp.21-41
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• 2020

As the 4th Industrial Revolution unfolds rapidly, it is important to re-light the intrinsic mission given to universities from a system theory perspective as a condition for the university to survive. In this study, the university was prescribed as a fifth service industry that creates high value-added through higher education services, and attempted to provide a new and novel perspective to various university officials for the scientific rationalization of university management by re-describing it based on the Multidisciplinary perspective based on business administration, but in particular on the theory of service operation management. To this end, the primary purpose of this study is to classify the nature of educational organizations, research organizations, service organizations, and support organizations to properly perform the university's essential mission of education, research, and service, and to explore concepts and techniques for performing management activities that are appropriate to them. In addition, after identifying the university from an academic and practical point of view as a fifth service industry that creates high value-added through higher education services, but more specifically, to provide a new perspective and means for the scientific rationalization of university management by re-identifying university administration based on the business administration theory, in particular the theory of service operation management, and further reflecting a recent trend to view the university president from the CEO's point of view, the specific purpose of this study is to look at this academic system. Through this, we sought the ideal form of a systematic and scientific university management organization that can respond to new environmental changes.

• New Physics: Sae Mulli
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• v.68 no.11
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• pp.1240-1248
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• 2018

This study examined teachers' perceptions about the components of the teacher's capacity according to the 4th industrial revolution. This study involved 100 elementary school teachers: 26 with less than 5 years of educational experience, 24 with more than 5 but less than 10 years, 25 with more than 10 but less than 20 years, and 25 with more than 20 years. From the results of recognition analyses of six competence components, 'Knowledge and application ability of knowledge information', 'ability to appropriately study content', 'collaboration ability among school members', 'ability to maintain relationship', 'value and attitude required for community', 'ability to communicate with others' were found to be important for teachers. The result of analyzing the importance and the retention of each competency element showed that the recognition difference according to the education career and the degree of retention was insufficient compared to most important competence component. Thus, in-service education and training programs must reflect the competencies required by actual teachers in education and education-teacher training institutions.

• Journal of Korea Technology Innovation Society
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• v.21 no.3
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• pp.1179-1206
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• 2018

Korea has entered into a post-industrial era with the Constitution of the industrial age, which defines 'science technology' as a means for national economic development. For Constitutional amendment for the new era, it is necessary to identify the "inertia of the industrial age" adhered to the Constitution. To this end, I analyzed the Constitution concerning 'science-technology' with comparative legal study and diachronic approach. The "inertia of the industrialization age" implied by the Constitution is as follows. First, it is constriction of 'science and technology'. In the Constitution, science is subordinate to technology, technology is limited to science. Second, it marks 'science and technology' as a means for economic development. Third, 'innovation' in Article 127 is still conceived as 'development or promotion'. The 'science' must be liberated from the means for industrial technology, and the 'technology' must be convergent with diversity and creativity. In addition, a constitutional provision acknowledging various influences of science and technology other than economic development is required, which means constitutional declaration of 'science and technology state principle'. Finally, in the era of so-called 'the Fourth Industrial Revolution', the Korean national innovation system(KNIS) should be re-established within the framework of the Constitution. In the post-industrial era, the pursuit of technological innovation system should based on individual freedom and creativity to the best in all areas of science, technology, politics, economy, society and culture. Therefore, renaissance of Article 5 of the constitutional Constitution is required for the KNIS, which had made 'Creativity' the basic character of the state along with 'Liberty and Equality'.

• Smart Media Journal
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• v.11 no.7
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• pp.28-38
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• 2022

The term 'fourth industrial revolution' was mentioned at the World Economic Forum (WEF) in 2016 and has become a term representing a new industrial era based on information and communication technology (ICT). In the environment of the 4th industrial revolution, ESG management activities are becoming a very important factor in business activities. With the emergence of a new paradigm of organizational operation in the post Covid19 era, the demands for ESG (Environment, Social, Governance) investment related to the environment, social responsibility are increasing. This study examines the role that can support ESG management by utilizing the expertise of appraisers. Real estate is one of the fields of high public interest, and since most ESGs have been conducted centered on the role of private companies, the role of the expert group or the role of public corporations and public institutions is relatively insufficient. If a company or general company engaged in the real estate investment business establishes the role of the Korea Appraisers Association to revitalize ESG management using appraisers, such as ESG appraisers, when investing in real estate, it is believed that it will be possible to promote efficient and sound development of the real estate industry. It was judged that a study on a group of experts was also necessary. In addition, even if the impact of Covid-19 is excluded, it is necessary to gradually introduce an appraisal using non-face-to-face or various advanced technologies (the 4th industry). This study differs from previous studies in that it focused on the role of ESG by the Korea Association of Property Appraisers while research on the role of ESG in public institutions or expert groups is being actively conducted in recent years.

• Journal of Digital Convergence
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• v.17 no.8
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• pp.15-26
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• 2019

This study was to explore the domestic research trends, and education and operation cases concerned with Korean colleges in the fourth industrial revolution era. It was conducted through the analysis of 114 academic papers registered to the Korea Research Foundation, the newspaper articles, and the main 4-year university homepage from 2016 to April 2019. The results was as follows. Research papers have been increasing since 2016; research were conducted by humanities and social sciences as well as engineering academics interesting in research topics such as technologies, curriculum, and teaching and learning by mainly using quantitative research, literature research. As for the college education, reorganization of the undergraduate and majors centered on the science and engineering field, teaching and learning related with learner's participation and performance, and provide efficient academic affairs management and career guidance using Chatbot or Cloud computing. Industry-academia cooperation was focuses on the field of science and engineering. In future research, it is necessary to explore the research on college students' career and employment, the research on academic affairs management and infrastructure, the relational research considering the variables among college students and faculties, and the qualitative and mixed method approach.

• Journal of Digital Convergence
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• v.18 no.4
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• pp.67-74
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• 2020

The purpose of this study has developed a teaching and learning informatization indicator that provides the basis for utilizing or disseminating the beneficial teaching and learning informatization environment promoted by each university. The research method analyzes various informatization indicators developed by KERIS from 2002 to 2015 and recent environment such as Edutech, future education report, teaching and learning field report, and reflects them in indicator development. The development of the third indicator was completed by dividing it into Input, Process, Output stages by reflecting expert opinions in the first and second indicators. As a result, the core words of the university's teaching-learning informatization infrastructure building, sharing of educational resources, open development and sharing, joint purchase of resources, information safety system and literacy education, current status grasping, and resource utilization were derived. In the future, I will fill out the questionnaire to supplement the question through a pilot test and to grasp the current status of teaching and learning informatization in the entire university.

• Journal of the Korea Convergence Society
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• v.9 no.10
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• pp.55-59
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• 2018

Big-data, a revolutionary technology in the era of the 4th Industrial Revolution, provides services in various fields such as health, public sector, distribution, marketing, manufacturing, etc. It is very useful technology for marketing analysis and future design through accurate and quick data analysis. It is very likely to develop further. However, the biggest problem when using Big-data is privacy and privacy. When various data are analyzed using Big-data, the tendency of each user can be analyzed, and this information may be sensitive information of an individual and may invade privacy of an individual. Therefore, in this paper, we investigate the necessary measures for Personal private information infringement that may occur when using Personal private information in Big-data environment, and propose necessary Personal private information protection technologies to contribute to protection of Personal private information and privacy.

• 한국정보교육학회:학술대회논문집
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• 2021.08a
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• pp.101-105
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• 2021

With the advent of the 4th industrial revolution era, many countries around the world are making efforts to prepare for a new future. In addition to changes in the industrial structure, efforts are being made to reflect new changes in the education system to cultivate human resources. As one of the important parts of change, software education is reflected as a core area of the curriculum and introduced as a future competency in order to cultivate human resources who can prepare for and lead the change into a computer-oriented intelligent information society. In this study, the purpose of this study was to examine the perceptions of pre-service teachers on software education, analyze the direction and thoughts they have about elementary school information education, and examine the necessity and direction of the subject. Based on the responses of preliminary teachers, it was suggested that project-based learning is necessary for how SW education is carried out in the school field, and they answered that the evaluation should be performed through observational evaluation. In addition, as a result of examining the perception of prospective teachers, it was possible to see the result that SW education is recognized as an important competency for preparing for the future society.