• Title/Summary/Keyword: 4차 산업

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Topic Modeling on Research Trends of Industry 4.0 Using Text Mining (텍스트 마이닝을 이용한 4차 산업 연구 동향 토픽 모델링)

  • Cho, Kyoung Won;Woo, Young Woon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.23 no.7
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    • pp.764-770
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    • 2019
  • In this research, text mining techniques were used to analyze the papers related to the "4th Industry". In order to analyze the papers, total of 685 papers were collected by searching with the keyword "4th industry" in Korea Journal Index(KCI) from 2016 to 2019. We used Python-based web scraping program to collect papers and use topic modeling techniques based on LDA algorithm implemented in R language for data analysis. As a result of perplexity analysis on the collected papers, nine topics were determined optimally and nine representative topics of the collected papers were extracted using the Gibbs sampling method. As a result, it was confirmed that artificial intelligence, big data, Internet of things(IoT), digital, network and so on have emerged as the major technologies, and it was confirmed that research has been conducted on the changes due to the major technologies in various fields related to the 4th industry such as industry, government, education field, and job.

국민의 정부 4년 '정보화 주요성과 분석'

  • Korea Database Promotion Center
    • Digital Contents
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    • no.4 s.107
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    • pp.28-43
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    • 2002
  • 본고는 정부의 제7차 정보화 전략회의에 제출된 안건과 결론이다. 7차 정보화전략회의 안건은 정보통신부 [ 국민의 정부 4년」 정보화 추진성과 및 향후과제], 농림부의 [농촌 정보화를 통한 농업의 경쟁력 제고], 산업자원부의 '전통산업의 IT화를 통한 산업 경쟁력 강화], 건설교통부의 [육상,항공 등 종합적인 물류정보화 구현], 해양수산부의 [항만물류정보화 및 디지털 어촌 실현], 관세청의 [수출입 통관절차 정보화를 통한 기업 경쟁력 강화]등으로 각 부처마다 시행한 사업의 성과 및 진척도 관련 산업과의 연계성을 중심으로 회의결과를 도출했다. 이에 7차 정보화 전략회의에서 다뤄진 정부 각부처의 정보화 사업을 살펴보고자 한다. 이 자료를 보면 국민의 정부 들어서 추진한 정보화에 대한 총괄적인 지표들을 한눈에 볼 수 있다. 이들 자료는 지난 수년간 정부의 정보화와 관련해 언론에서 한번쯤 다루었던 정책들로서 이번 정보화 7차정보화전략회의에서 총괄적으로 다루고 있다. 회의 자료는 2회에 걸쳐 소개할 것이다. 이번 호에서는 정보통신부와 농림부, 산자부 회의자료를 먼저 다루기로 한다.

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SWOT Analysis for Small and Medium Enterprise in Smart Factory introduction (중소기업의 스마트 공장 도입을 위한 SWOT 분석)

  • Lee, Hyeon Ho;Leem, Choon Seong
    • Journal of the Korea Convergence Society
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    • v.9 no.3
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    • pp.1-14
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    • 2018
  • The 4th Industrial Revolution has been rapidly changing the environment of all industries and the new technologies as included in the 4th Industrial Revolution has taken the lead in this change. Domestic SME need to change according to the 4th Industrial Revolution. Specially, it is necessary to introduce smart factories to the SME. Thus, this study suggests strategies for successful introduction of smart factories to SME through SWOT analysis about the situation of the SME. As strategies for utilizing its strengths, first, it is an activation through superior competitiveness. Second, the utilization of excellent technology and information is considered. Third, it is suggested to utilize global network-based environment. The strategies for making up for weakness are provided as follows. First, it is suggested to raise awareness of information security. Second, it is considered to establish technical standardization for the construction of evaluation system. Third, the promotion of manpower to secure professional manpower is suggested. The implication of this study is that it suggests the necessity of smart factory to understand and prepare for effective strategies for SME and various external strategies for the fourth industrial revolution.

A Study on the Awareness and Preparation of the Forth Industrial Revolution of Some Health Department College Students (일부 보건계열학과 대학생의 4차 산업혁명 인식 및 준비도 연구)

  • Cho, Hye-Eun
    • Journal of the Korea Convergence Society
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    • v.11 no.12
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    • pp.291-299
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    • 2020
  • The purpose of this study was to be used as basic data for the development of future-type curriculum in health. The awareness and preparation of the forth industrial revolution were surveyed on 280 college students in health departments preparing medical technicians. A self-written structured questionnaire was used for data collection, and the recognition of the forth industry revolution was 2.74, 3D printing (3.59) was high, and neural network machine learning(2.33) was the lowest. Students majoring in Physiotherapy (3.00) had the highest perception, and those majored in Dental engineering(2.37) had the lowest perception, and there was a difference in the degree of perception of IoT by major (p=0.024). For the forth industrial revolution, 54.5% of students are preparing, and lack of interest (42.9%) is the most difficult reason to prepare, and 50.6% of educational experience and 60.9% of VR&AR game experience have experience. In the era of the forth industrial revolution, job loss (38.7%) was high, and the required competency was creative capacity (50.6%). Therefore, it is necessary to develop a curriculum related to the fourth industrial revolution and apply teaching methods that can increase the awareness and preparation of health college students in the era of the fourth industrial revolution.

A Study on the Reeducation of Design Specialists by the Construction of Daejeon Regional Design Center (대전 지역디자인센터(RDC)건립에 따른 디자인 전문인력 재교육 연구)

  • Kim, Jeong-A;Noh, Hwang-Woo
    • The Journal of the Korea Contents Association
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    • v.19 no.11
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    • pp.451-461
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    • 2019
  • Daejeon metropolitan city is rich with opportunity factors for the growth of the design industry in the 4th Industrial Revolution and aims at completing the '4th Industrial Revolution Special City'. As design is located at the center of convergence and the concept of design is closely related to the industrial structure, its importance is being emphasized in the 4th Industrial Revolution. Meanwhile, there was a limit to the development of the design industry in Daejeon metropolitan city due to the absence of the Regional Design Center(RDC), but Daejeon started constructing the Daejeon design center in June 2018 and aims to complete the construction by the end of 2019. This study analyzed and compared the 2018 Design Specialists Reeducation of KIDP and each RDC with the present conditions of industrial structure, design industry and reeducation of Daejeon to derive and suggest the plan of reeducation by the establishment of Daejeon Regional Design Center(RDC).