TY - GEN
T1 - SAO-based core technological components' identification
AU - Yang, Chao
AU - Zhu, Donghua
AU - Wang, Xuefeng
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016/7/2
Y1 - 2016/7/2
N2 - Technologies play an important role in the survival and development of enterprises. Understanding and monitoring the core technological components (e.g., technology process, operation method, function) of a technology is an important issue for researchers to develop R&D policy and manage product competitiveness. However, it is difficult to identify core technological components from a mass of terms, and we may experience some difficulties with describing complete technical details and understanding the terms-based results. This paper proposes a Subject-Action-Object (SAO)-based method, in which (1) SAO structures are extracted from patents for describing the function, relationship and operation in specified topics; (2) a systematic method is built to extract and screen technological components from SAOs; and (3) we propose a 'relevance indicator' to calculate the relevance of the technological components to requirements, and finally identify core technological components based on this indicator. An empirical study of graphene is performed to demonstrate the proposed method. The resulting knowledge may hold interest for R&D management and corporate technology strategies in practice.
AB - Technologies play an important role in the survival and development of enterprises. Understanding and monitoring the core technological components (e.g., technology process, operation method, function) of a technology is an important issue for researchers to develop R&D policy and manage product competitiveness. However, it is difficult to identify core technological components from a mass of terms, and we may experience some difficulties with describing complete technical details and understanding the terms-based results. This paper proposes a Subject-Action-Object (SAO)-based method, in which (1) SAO structures are extracted from patents for describing the function, relationship and operation in specified topics; (2) a systematic method is built to extract and screen technological components from SAOs; and (3) we propose a 'relevance indicator' to calculate the relevance of the technological components to requirements, and finally identify core technological components based on this indicator. An empirical study of graphene is performed to demonstrate the proposed method. The resulting knowledge may hold interest for R&D management and corporate technology strategies in practice.
KW - Patent Analysis
KW - Subject-Action-Object (SAO)
KW - Technological Components
KW - Text Mining
UR - http://www.scopus.com/inward/record.url?scp=85020003452&partnerID=8YFLogxK
U2 - 10.1109/SKIMA.2016.7916199
DO - 10.1109/SKIMA.2016.7916199
M3 - Conference contribution
AN - SCOPUS:85020003452
T3 - SKIMA 2016 - 2016 10th International Conference on Software, Knowledge, Information Management and Applications
SP - 67
EP - 72
BT - SKIMA 2016 - 2016 10th International Conference on Software, Knowledge, Information Management and Applications
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 10th International Conference on Software, Knowledge, Information Management and Applications, SKIMA 2016
Y2 - 15 December 2016 through 17 December 2016
ER -