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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 아시아기술혁신학회 Asian Journal of Innovation and Policy Asian Journal of Innovation and Policy 제8권 제1호
- 발행연도
- 2019.1
- 수록면
- 73 - 96 (24page)
이용수
초록· 키워드
오류제보하기
This study suggests a new approach for identifying core robot tech-nologies based on technological cross-impact. Specifically, the approach applies data mining techniques and multi-criteria decision-making methods to the co-classification information of registered patents on the robots. First, a cross-impact matrix is constructed with the confidence values by applying association rule mining (ARM) to the co-classification information of patents. Analytic network process (ANP) is applied to the co-classification frequency matrix for deriving weights of each robot technology. Then, a technique for order performance by similarity to ideal solution (TOPSIS) is employed to the derived cross-impact matrix and weights for identifying core robot technologies from the overall cross-impact perspective. It is expected that the proposed approach could help robot technology managers to formulate strategy and policy for technology planning of robot area.
목차
등록된 정보가 없습니다.
참고문헌 (68)
참고문헌 신청
Agrawal, R. / 1984 / Fast algorithms for mining association rules / Proceedings of the 20th VLDB Conference :478~499
Archibugi, D. / 1996 / Measuring technological change through patents and innovation surveys / Technovation 16(9):451~458
백문홍 / 2008 / A New Robotic 3D Inspection System of Automotive Screw Hole / International Journal of Control, Automation, and Systems 6(5):740~745
Blackman, M. / 1995 / Provision of patent information: a national patent office perspective / World Patent Information 17(2):115~123
Breitzman, A. / 2002 / Using patent citation analysis to target/value M&A candidates / Research-Technology Management 45:28~46
Archibugi, D. / 1996 / Measuring technological change through patents and innovation surveys / Technovation 16(9):451~458
백문홍 / 2008 / A New Robotic 3D Inspection System of Automotive Screw Hole / International Journal of Control, Automation, and Systems 6(5):740~745
Blackman, M. / 1995 / Provision of patent information: a national patent office perspective / World Patent Information 17(2):115~123
Breitzman, A. / 2002 / Using patent citation analysis to target/value M&A candidates / Research-Technology Management 45:28~46
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