특허 빅데이터 분석기법을 활용한 스마트제조 유망 핵심기술 분석

초록

"Smart manufacturing technology is rapidly advancing and evolving, making it essential to identify key leading technologies for enhancing industrial and national competitiveness. Prior research on smart manufacturing patent analysis was limited and relied largely on qualitative analysis. This paper proposes identifying marketleading core technologies through smart manufacturing patent analysis using various quantitative big data analysis methodologies, taking into account reusability. The proposed analysis method involves three stages: selecting key technology high-level domains in stages 1 and 2, and identifying leading core technologies in stage 3. The analysis targeted 172,177 patents in smart manufacturing from IP5 from 2001 to 2020. The results yielded promising core technologies in the key areas of robot, security, and Big data/AI."

키워드