1. Applications of academic big data in the process of science and technology management
- Author
-
Ying LIANG, Wei ZHANG, Zhidong YU, and Hongzhou SHI
- Subjects
academic big data ,science and technology management ,knowledge graph ,network representation learning ,experts recommendation ,Electronic computers. Computer science ,QA75.5-76.95 - Abstract
Academic big data is gradually recognized as an important data foundation for improving the level of science and technology management.Status quo and characteristics of science and technology management informationization were investigated at home and abroad,the development and applications of academic big data were summarized,and the problems were analyzed in applications of academic big data in the process of science and technology management.The needs of science and technology management application were combined,a technology management application framework based on academic big data was designed,scholarly image construction based on knowledge graph and similar author recommendation technology based on network representation learning were applied to assist in improving the overall layout of scientific research and resources utilizing multi-heterogeneous academic big data collection.Effective technical support for improving the efficiency of science and technology management was provided.
- Published
- 2019
- Full Text
- View/download PDF