Abstract
[Purpose/Significance] The close relationship between science and technology makes it more reasonable and efficient to analyze technology opportunities by combining papers and patents rather than using single data. This paper makes the generation of science-technology relationship more automatic, reduces the dependence on subjective judgment, and makes the technology units smaller. The purpose is to provide R&D suggestions for technology researchers, and help apply theories and ideas from scientific research to technological innovation.[Method/Process] The abstract texts of papers and patents were represented by Doc2vec vector, which were associated into a network through text similarity, and then science-technology clusters were generated based on Louvain algorithm to identify technology opportunities promoted by scientific research. Finally, 3D printing technology was taken as a case for empirical research.[Result/Conclusion] Several technology opportunities promoted by scientific research are identified, and it is verified that the identified opportunities have technological potential, which proves the feasibility and effectiveness of the method.
| Translated title of the contribution | Research on the Method of Technology Opportunity Discovery Promoted by Science |
|---|---|
| Original language | Chinese (Traditional) |
| Pages (from-to) | 19-32 |
| Number of pages | 14 |
| Journal | Library and Information Service |
| Volume | 66 |
| Issue number | 10 |
| DOIs | |
| Publication status | Published - May 2022 |
| Externally published | Yes |