Analysis of Technical Element and Construction of Knowledge Graph for Smart Libraries
[Purpose/Significance]By mining the technical elements in smart libraries and revealing the structural relationships,it draws a knowledge graph about them,and provides technical support for smart library construction.[Method/Process]The article took the relevant literatures on smart library as the data source.Firstly,based on the pipelining method,it adopted the deep learning models,BERT-BiLSTM-CRF and RBERT,to iden-tify the technical entities and related relationships.And then it carried out knowledge fusion and extension for the technical knowledge.Finally,it drew the knowledge graph of technical elements in the smart libraries construction.[Result/Conclusion]The knowledge graph can effectively present the related technics and their relationships in the process of smart library construction,reveal the current status and development trend of that technics,and thus help the library's intelligent transformation during the"14th Five-Year Plan"period.
NETL
NSTL
万方数据
