基于知识图谱的软件工程数据库设计

Design of software engineering database based on knowledge atlas

知识图谱技术不仅能全面系统地实现对软件工程数据库的汇总和调度,而且对系统知识的整合、软件工程行业技术人员知识响应和提供有着重要作用。本文在此技术的依托下,设计基于知识图谱的软件工程数据库,通过对软件工程知识图谱流程和研究方法探索分析,实现软件工程知识全面性、可扩展性、经济性和多样性功能,同时详细介绍设计原理、术语表示、知识表示(距离模型、单层神经网络)等软件工程数据库知识图谱技术功能,并进行相关功能、性能测试工作,由此实现了软件工程数据库的高效设计,并可为知识图谱软件工程数据库知识解译提供重要技术依据。

Knowledge atlas technology can not only comprehensively and systematically realize the summary and scheduling of software engineering database,but also play an important role in the integration of system knowledge and the knowledge response and provision of technicians in software engineering industry.Based on this technology,this paper designs a software engineering database based on knowledge atlas.Through the exploration and analysis of the process and research methods of software engineering knowledge atlas,the functions of comprehensiveness,scalability,economy and diversity of software engineering knowledge are realized.At the same time,the design principles,terminology representation,knowledge representation(distance model,single-layer neural network)and other software engineering database knowledge graph technology functions are introduced in detail,and related functions and performance testing are conducted.The research realizes the efficient design of software engineering database and knowledge atlas,and provides important technical basis for knowledge interpretation of software engineering database.