A Method for Supplementing the Knowledge Graph of Power User Service

Gaofeng Xu, Zhizheng Zhang
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Abstract

In order to reduce the workload of manual supplementation of the knowledge graph of power user service and improve the efficiency of supplementation, a method that can assist manual supplementation of the knowledge graph of power user service is designed. This paper firstly introduces the structure of the knowledge graph of power user service and the design scheme of the graph supplementing method based on human-computer interaction, and defines the questions that need add into graph and the process that how to supplement the knowledge graph. Then, the key technology in the graph supplementing method—user questions matching, is introduced. A deep learning-based user questions matching method is proposed and an algorithm suitable for questions matching in the power user service is selected through experimental comparison. Finally, analysis and summary are carried out.
电力用户服务知识图谱的一种补充方法
为了减少手工补充电力用户服务知识图谱的工作量,提高补充效率,设计了一种辅助手工补充电力用户服务知识图谱的方法。本文首先介绍了电力用户服务知识图谱的结构和基于人机交互的知识图谱补充方法的设计方案,定义了需要添加到图谱中的问题和知识图谱的补充过程。然后介绍了图补充方法中的关键技术——用户问题匹配。提出了一种基于深度学习的用户问题匹配方法,并通过实验对比选择了一种适合于高级用户服务问题匹配的算法。最后,进行了分析和总结。
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