Research on Enterprise Technology R&D Direction Identification Based on Standard and Patent Data
[Research purpose]The standardization of technological diversity has gradually become a key goal of enterprise research and development.Identifying the direction of enterprise research and development based on the potential correlation between standards and pa-tents can reduce the uncertainty of enterprise research and development,and achieve technology integration and transformation.[Research method]Propose a new method for solving research and development direction recognition problems by integrating standard text and non-text information based on standard and patent data.Using text mining technology to identify standards and patent information,using a key-word vector link prediction model to find the mapping relationship between standards and patents,constructing a keyword innovation evalu-ation model,and comprehensively evaluating blank points to identify and evaluate research and development directions.Finally,empirical research is conducted using remote medical industry standards and patent data as analysis objects.[Research conclusion]The empirical re-sults indicate that the telemedicine industry has identified 9 standard gaps with high similarity to patented technologies.Through further screening and filtering,the final technology research and development direction is:electronic health record and online consultation technol-ogy based on computer network platforms,remote medical care technology based on 5G and health care technology.The internationally re-nowned industry report research content strongly supports this identification result.Empirical research has demonstrated the feasibility and reliability of the proposed method.By comprehensively utilizing the link relationship between standards and patents,integrating standard text and non-text information can further enhance the efficiency of R&D direction recognition,and provide reference for the overall innova-tion and development of the industry and related technological layout.
standard datapatent dataenterprise technologyR&D direction recognitionGTMtelemedicine industry
万方数据
维普
