• Title/Summary/Keyword: 산업혁명

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News Article Analysis of the 4th Industrial Revolution and Advertising before and after COVID-19: Focusing on LDA and Word2vec (코로나 이전과 이후의 4차 산업혁명과 광고의 뉴스기사 분석 : LDA와 Word2vec을 중심으로)

  • Cha, Young-Ran
    • The Journal of the Korea Contents Association
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    • v.21 no.9
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    • pp.149-163
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    • 2021
  • The 4th industrial revolution refers to the next-generation industrial revolution led by information and communication technologies such as artificial intelligence (AI), Internet of Things (IoT), robot technology, drones, autonomous driving and virtual reality (VR) and it also has made a significant impact on the development of the advertising industry. However, the world is rapidly changing to a non-contact, non-face-to-face living environment to prevent the spread of COVID 19. Accordingly, the role of the 4th industrial revolution and advertising is changing. Therefore, in this study, text analysis was performed using Big Kinds to examine the 4th industrial revolution and changes in advertising before and after COVID 19. Comparisons were made between 2019 before COVID 19 and 2020 after COVID 19. Main topics and documents were classified through LDA topic model analysis and Word2vec, a deep learning technique. As the result of the study showed that before COVID 19, policies, contents, AI, etc. appeared, but after COVID 19, the field gradually expanded to finance, advertising, and delivery services utilizing data. Further, education appeared as an important issue. In addition, if the use of advertising related to the 4th industrial revolution technology was mainstream before COVID 19, keywords such as participation, cooperation, and daily necessities, were more actively used for education on advanced technology, while talent cultivation appeared prominently. Thus, these research results are meaningful in suggesting a multifaceted strategy that can be applied theoretically and practically, while suggesting the future direction of advertising in the 4th industrial revolution after COVID 19.

Housework and Care in the Era of the 4th Industrial Revolution through Big Data: Changes in the Aspects of Household Service based on the Platform (빅데이터로 살펴본 4차 산업혁명 시대의 가사노동과 돌봄: 플랫폼을 통한 가사서비스 양상 변화)

  • Lee, hyunah;Kwon, Soonbum
    • Journal of Family Resource Management and Policy Review
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    • v.27 no.1
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    • pp.13-24
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    • 2023
  • The 4th industrial revolution came deep into family life and changed the way of housework and care. The change in the family caused by the technological change of the 4th industrial revolution is remarkable in terms of socialization of housework. In this study, the socialization of housework, which is accelerating in the era of the 4th industrial revolution, was examined focusing on the change in the aspect of "household service" through the "platform". Since 2015, when technological changes in the 4th industrial revolution began to decline, related newspaper articles were extracted for daily and economic newspapers nationwide and analyzed big data. The results of big data analysis show that the platform economy using the 4th industrial revolution technology is rapidly spreading the socialization of housework not only at the business level but also at the public policy level. It has been confirmed that support for household services through the platform is growing into a new business area of companies, and at the public policy level, it is being treated as an important policy task in supporting work-family balance or responding to infectious diseases. This study is meaningful in that it provided an opportunity to reflect on the roles and tasks of the family, market, and state for housework and care in the future through changes in housework and care caused by the 4th industrial revolution technology.

A Survey of Perception Differences Among University Students, Professors, and Practitioners on the Construction Technologies in the Fourth Industrial Revolution (4차산업혁명 건설기술에 대한 학생, 교수, 실무종사자 인식차이 조사)

  • Kim, Tae Wan;Park, Seonghun;Choi, Byungjoo;Kang, Youngcheol;Park, Kyungmo;Jeong, WoonSeong;Koo, Choongwan
    • Korean Journal of Construction Engineering and Management
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    • v.23 no.3
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    • pp.95-103
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    • 2022
  • Recently, the fourth industrial revolution has a great influence on the development of many industries as well as the construction industry. Various technologies related to the industrial revolution 4.0, such as AI and big data, have gained much attention. However, little has been known about the importance and preparedness of stakeholders of the construction industry in Korea for the industry 4.0 technologies so far. This study revealed how the stakeholders perceive and prepare for industry 4.0 using a survey. In addition, collaboration potential score for each technology was calculated to find technologies with high potential for collaboration. Result is that the importance of the technologies was evaluated high in overall, but the preparedness and implementation in university education or business was evaluated low. Technologies with high potential for industry-university collaboration are AI/big data and 3D printing/3D scanning. This study can contribute to the training of industry 4.0 experts and improving preparedness, which would enable the innovation and application of industry 4.0 technologies in the construction industry.

Difference between Employees and Users of Welfare Institutions for the Disabled in Era of the 4th Industrial Revolution (4차 산업혁명시대의 장애인복지기관에 대한 종사자와 이용자간 인식)

  • Kim, Nam-Sook
    • Journal of Digital Convergence
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    • v.17 no.2
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    • pp.405-412
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    • 2019
  • This paper aims to identify differences between the perception of the fourth industrial revolution of the disabled who use the IL center or the disabled in the community and its workers. It surveyed 178 disabled users and 173 workers at eight centers of the handicapped in Busan and South Gyeongsang-do and conducted an analysis on their interests in the fourth industry, awareness of the latest technology, and prediction of changes in the disabled welfare center. Although worker's interest in the fourth industry was higher than their users, their perception of the degree of preparation by the disabled welfare centers indicated that the worker's level of future institutional readiness was lower than that of the users. The results will be used to help set directions for future guidelines and plans for the welfare of the disabled.

2015 산업발전 비전과 전략을 제시하며

  • Gang, Nam-Hun
    • Photonics industry news
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    • s.33
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    • pp.14-17
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    • 2006
  • "산업혁신포럼 2005"에 참석한 엘빈 토플러(Alvin Toffler)는 현재 발생하고 있는 변화는 단순히 극적일 뿐만 아니라 혁명적인 변화라고 말한 바 있다. 지난 10년간 세계는 IT혁명의 본격화, WTO체제 출범 및 국제경쟁 심화, 중국 등 신흥개도록 의 대두 등 이러한 혁명적 변화를 겪어왔고, 각 국별로 이에 대한 적절한 대응여부에 따라 명암이 극명하게 교차했다.

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The Study on Threats of Information Security and Their Solutions in the Fourth Industrial Revolution (4차 산업혁명 시대에 정보보안의 위협요인과 대응방안에 대한 연구)

  • Cho, Sung-Phil
    • Korean Security Journal
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    • no.51
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    • pp.11-35
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    • 2017
  • The third industrial revolution, characterized by factory automation and informatization, are moving toward the fourth industrial revolution which is the era of superintelligence and supernetworking through rapid technology innovation. The most important resources in the fourth industrial revolution are information or data since the most of industrial and economic activities will be affected by information in the fourth industrial revolution. Therefore we can expect that more information will be utilized, shared and transfered through the networks or systems in real time than before so the significance of information management and security will also increase. As the importance of information resource management and security which is the core of the fourth industrial revolution increases, the threats on information security are also growing so security incidents such as data breeches and accidents take place more often. Various and thorough solutions are highly needed to protect information resources from security risks because information accidents or breaches seriously damage brand image and cause huge financial damage to organization. The purpose of this study is to research general trends on data breaches and accident that can be serious threat of information security. Also, we will provide resonable solutions to protect data from nine attack patterns or other risk factors after figuring out each characteristic of nin attack patterns in data breaches and accidents.

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Research in Protocol for Group Communication over Bluetooth (블루투스 기반 그룹 커뮤니케이션 프로토콜 연구)

  • 김은영;김길용;박미선
    • Proceedings of the Korean Information Science Society Conference
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    • 2002.10e
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    • pp.568-570
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    • 2002
  • 농업 혁명과 산업혁명 그리고 컴퓨터 인터텟 혁명을 넘어 유비쿼터스 혁명으로 말미암아 하나의 WAN속에 수백개의 네트워크가 존재하고 이런 네트워크는 불루투스, IrDA, 802.11, GPS, 이동 통신 기술 등이 포함한다. 본 논문은 이 중에서 블루투스의 여러 응용 분야 중 대화식 회의가 가능하도록 하는 블루투스 그룹 커뮤니케이션 프로토콜에 대한 연구 및 설계에 관한 내용이다. 그룹 커뮤니케이션 중 참여자들이 자유롭게 참여 및 탈퇴를 통해 그룹 커뮤니케이션을 할 수 있도록 효율적인 그룹 재구성을 위한 알고리즘을 제시하여 해결하도록 한다.

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