Identifying potential key players for addressing critical technological challenges is crucial in constructing an in-novation ecosystem that overcomes the disadvantages of"neck-jamming"technologies.This study employs resource or-chestration theory in conjunction with multidimensional patent data,including features,classification codes,and textual in-formation,to develop a two-stage model for identifying potential key players in"neck-jamming"technology.First,we evaluate the resource endowments of innovative entities in the field to create a"resource pool"of potential key players.Next,we assess the collaborative capabilities of system leaders and potential key players within this pool.Based on their resource endowments and collaborative capabilities,we classify the potential system members into four categories:core,developing,general,and peripheral.This categorization facilitates the selection of system members.Finally,we apply and validate the model using an example of lithography technology to demonstrate its scientific rigor.
关键词
"卡脖子"技术/创新生态系统/潜在攻关主体识别/专利分析/BERT模型
Key words
"neck-jamming"technologies/innovation ecosystem/identification of potential key players/patent analysis/bidirectional encoder representation from transformers(BERT)model
万方数据