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Analysis of Global Smart Logistics Trends Using Patent Analysis: Focusing on the Development of the Domestic Logistics Industry KCI 등재
특허 분석을 이용한 글로벌 스마트 물류 트렌드 분석: 국내 물류 산업 발전을 중심으로
- 언어KOR
- URLhttps://db.koreascholar.com/Article/Detail/436640
pp.181-190
The era of logistics 4.0 in which new technologies are applied to existing traditional logistics management has approached. It is developing based on the convergence between various technologies, and R&D are being conducted worldwide to build smart logistics by synchronizing various services with the logistics industry. Therefore, this study proposes a methodology and technology strategy that can achieve trend analysis using patent analysis and promote the development of the domestic smart logistics industry based on this. Based on the preceding research, eight key technology fields related to smart logistics were selected, and technology trends were derived through LDA techniques. After that, for the development of the domestic logistics industry, the strategy of the domestic smart logistics industry was derived based on analysis including technology capabilities. It proposed a growth plan in the field of big data and IoT in terms of artificial intelligence, autonomous vehicles, and marketability. This study confirmed smart logistics technologies by using LDA and quantitative indicators expressing the market and technology of patents in literature analysis-oriented research that mainly focused on trend analysis. It is expected that this method can also be applied to emerging logistics technologies in the future.
2. 배경이론
2.1 스마트 물류 및 기술 정의
2.2 토픽 모델링을 활용한 트렌드 분석
2.3 특허를 활용한 기술 분야 별 역량분석
3. 연구 프레임워크
3.1 Step 1: 특허 검색 및 데이터 수집
3.2 Step 2: 스마트 물류 기술 트렌드 분석
3.3 Step 3: 기술 전략 도출 방안 선정
4. 연구 결과
4.1 특허 검색 및 데이터 수집 결과
4.2 스마트 물류 기술 트렌드 분석결과
4.3 기술 전략 도출 방안 선정 결과
4. 결 론
Acknowledgments
References
