构建非物质文化遗产知识图谱的新方法

Xianteng Gu, Yong Xiao, Zhongyuan Hua, Huan Jin, Bangchao Wang
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引用次数: 0

摘要

现有非物质文化遗产知识以结构化、半结构化和非结构化等不同的数据格式存在。它的储存方式多种多样,无法有效利用。如何合理地存储非物质文化遗产知识,改善知识形式的单一性,更好地检索知识并提供相关服务,已成为主要问题。为了缓解这些问题,本文构建了非物质文化遗产知识图谱(KG),为非物质文化遗产领域提供了一套知识图谱的构建范式。通过爬虫抓取非物质文化遗产知识,存储在图形数据库中,利用匹配算法实现智能问答(IQA)系统。成功构建非物质文化遗产KG谱。结果表明,本文提出的方法是有效的,具有一定的可扩展性和通用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Novel Approach for Constructing Intangible Cultural Heritage Knowledge Graphs
The existing intangible cultural heritage knowledge exists in different data formats such as structured, semi-structured and unstructured. It is stored in a variety of ways and cannot be used effectively. How to reasonably store intangible cultural heritage knowledge, improve the singleness of knowledge form, better retrieve knowledge and provide relevant services have become the main problems. In order to alleviate these problems, this paper constructs the intangible cultural heritage knowledge graph (KG), which provides a set of KG construction paradigm for the intangible cultural heritage field. The intangible cultural heritage knowledge is crawled by the crawler, stored in the graph database, and the intelligent question answering (IQA) system is realized by using the matching algorithm. The intangible cultural heritage KG spectrum is successfully constructed. The results show that the method proposed in this paper is effective and has certain scalability and popularization.
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