音乐领域知识图谱构建框架研究

Research on Music Knowledge Graph Construction Frame

音乐领域知识图谱是多模态知识图谱的典型应用,其建设难度远大于文本知识图谱,目前尚处于探索发展阶段。本文在研究国外现有音乐知识图谱的基础上对音乐知识图谱的特征进行分析,再按照知识获取、知识融合、知识检索与推理、可视化展示4个环节对音乐知识图谱的构建框架进行设计,并对推进我国音乐知识图谱的构建提出建议。

Music domain knowledge graph is a typical application of multimodal knowledge graph,and its construction is much more difficult than that of textual knowledge graph,so it is still in the exploration and development stage.In this paper,on the basis of studying the existing music knowledge graphs in foreign countries,we analyze the characteristics of the music knowledge graphs and then design a construction frame for music knowledge graphs according to four links:knowledge acquisition,knowledge fusion,knowledge retrieval and reasoning,visualization and display.