空天预警研究学报2024，Vol.38Issue(3)：220-225,6.DOI:10.3969/j.issn.2097-180X.2024.03.012
面向电子装备领域的标准数字化探索应用
Digitalization exploration and application of standards for electronic equipment field
摘要
Abstract
In view of the fact that traditional paper or photocopied standard documents can hardly meet the needs of real-time,accuracy,relevance,comparability and rapid response of standard knowledge acquirement dur-ing the digital transformation process,this paper combines with typical industry standard documents in the field of electronic equipment,and uses TF-IDF and cosine similarity calculation methods to carry out word frequency sta-tistics and correlation analysis for standard texts,constructing word lists in the field of electronic equipment.Then,the model based on rules and BERT-BiLSTM-CRF is used to complete the hierarchical knowledge extrac-tion,and Neo4j graph database employed to construct the knowledge graph of electronic equipment field.Finally,the architecture,functional modules and interface of the application prototype system of knowledge graph in the field of electronic equipment are designed,which provides a solution and a way of thinking for the digitalization of the standards in the field of electronic equipment.关键词
电子装备/知识图谱/标准数字化/双向编码器表征法/双向长短时记忆网络/条件随机场Key words
electronic equipment/knowledge graph/digitalization of standard/bidirectional encoder charac-terization/bidirectional long short-term memory network/conditional random field分类
信息技术与安全科学引用本文复制引用
杜广涛,查珊珊..面向电子装备领域的标准数字化探索应用[J].空天预警研究学报,2024,38(3):220-225,6.基金项目
国防技术基础科研项目(JSBZ2022210A001) （JSBZ2022210A001）
安徽省重大科技专项(205218040027) （205218040027）
