[논문]제 4차 산업혁명 중심의 사물인터넷 지적 구조 시각화

임혜정; 서창교

doi:10.9723/jksiis.2022.27.6.127

제 4차 산업혁명 중심의 사물인터넷 지적 구조 시각화
Visualization of the Intellectual Structure on the Internet of Things Focuses on the Industry 4.0 원문보기

한국산업정보학회논문지 = Journal of the Korea Industrial Information Systems Research, v.27 no.6, 2022년, pp.127 - 140

초록
AI-Helper

최근 정보통신기술(ICT)의 발달로 산업혁명은 3차 산업에서 4차 산업으로 옮겨가고 있다. 기업이 미래에 생존하기 위해서는 이러한 기술을 채택해야 한다는 것에는 의심의 여지가 없다. 본 연구의 목적은 제4차 산업혁명을 위한 사물인터넷(IoT) 연구 문헌의 지적 구조를 분석하여 해당 분야에 대한 더 나은 통찰력을 제시하는 것이다. 연구 데이터는 Web of Science 데이터베이스에서 추출되었으며, CiteSpace를 사용하여 총 1,631개의 문서와 72,754개의 참고 문헌을 분석하였다. 저자동시인용분석을 이용하여 제4차 산업혁명을 위한 사물인터넷 연구 분야의 지적 구조를 분석하기 위해 군집분석, 타임라인 분석, 연구전환점 분석을 수행하여 'Supply Chain', 'Digital Twin', 'Smart Manufacturing System' 등 12개의 하위 영역을 식별하였다. 타임라인 분석을 통해 연구가 확대되고 있는 분야와 축소되고 있는 분야를 분석하였으며, 연구의 한계점과 향후 연구방향을 결론과 함께 제시하였다.

Abstract ▼ AI-Helper

With the recent development of the ICT (information and communication technology), the revolution of the industry has moved on from the third industry to the fourth. There is no doubt that the companies would not survive in the future without adopting these technologies. The purpose of this research is to analyze the intellectual structure of the internet of things(IoT) literature for the Industry 4.0 to suggest a better insight for the field. The data for this research is extracted from the Web of Science database. Total of 1,631 documents and 72,754 references are used for the research with the analysis program CiteSpace. Author co-citation analysis is used to analyze the intellectual structure and performed clustering, timeline and burst detection analysis. We identified 12 sub-areas of IoT for the Industry 4.0 which are 'Supply Chain', 'Digital Twin', 'Smart Manufacturing System' and etc. Through the timeline analysis we can find out which clusters will increase or decrease its reputation. As concluding remarks, limitations and further research suggestions are discussed.

주제어

표/그림 (7)

그림 Fig. 1 Network of the Cluster Analysis
표 Table 1 General Information of the Clusters
표 Table 2 Cluster #0 - Supply Chain
표 Table 3 Cluster #1 - Digital Twin
표 Table 4 Cluster #2 - Smart Manufacturing System
그림 Fig. 2 Network of the Timeline Analysis
그림 Fig. 3 Result of the Burst Detection Analysis

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