[1]刘 爽,杨 辉,李佳宜,等.面向多数据源的少数民族文化知识图谱构建[J].计算机技术与发展,2021,31(08):191-197.[doi:10. 3969 / j. issn. 1673-629X. 2021. 08. 033]
　LIU Shuang,YANG Hui,LI Jia-yi,et al.Construction of Minority Cultural Knowledge Graph forMulti-data Sources[J].,2021,31(08):191-197.[doi:10. 3969 / j. issn. 1673-629X. 2021. 08. 033]
点击复制

面向多数据源的少数民族文化知识图谱构建()
分享到：

《计算机技术与发展》[ISSN:1006-6977/CN:61-1281/TN]

卷:
31
期数:
2021年08期
页码:
191-197
栏目:
应用前沿与综合
出版日期:
2021-08-10

文章信息/Info

Title:
Construction of Minority Cultural Knowledge Graph forMulti-data Sources
文章编号:
1673-629X(2021)08-0191-07
作者:
刘 爽; 杨 辉; 李佳宜; 谭楠楠
大连民族大学 计算机科学与工程学院,辽宁 大连 116600
Author(s):
LIU Shuang; YANG Hui; LI Jia-yi; TAN Nan-nan
School of Computer Science and Engineering,Dalian Minzu University,Dalian 116600,China
关键词:
少数民族文化; 多数据源; 数据抽取; 本体构建; 知识图谱; 可视化
Keywords:
minority culture; multiple data sources; data extraction; ontology construction; knowledge graph; visualization
分类号:
TP391
DOI:
10. 3969 / j. issn. 1673-629X. 2021. 08. 033
摘要:
少数民族文化是少数民族在生产创造过程中形成的文化,对其进行挖掘保护和利用不仅能够促进民族团结、提升民族自信,更是坚定文化自信建设的重要途径。 该文利用少数民族文化资源数据,以少数民族作为切入点构建少数民族文化知识图谱,为弘扬和保护民族文化提供新的技术实现手段和研究方向。 提出了少数民族文化知识图谱构建模型。 首先,利用本体构建工具对少数民族文化概念、关系以及属性进行本体库构建;然后,利用网络爬虫获取与少数民族文化有关的半结构化、非结构化数据,针对获取的不同类型数据进行实体、关系和属性的抽取;最后,利用 Neo4j 图数据库存储构建好的少数民族文化知识图谱。 并在该知识图谱的基础上开发了少数民族文化可视化查询平台,用于自助查询和动态展示查询结果中实体和关系等信息。 本研究为弘扬和保护少数民族文化提供了新的方法,搭建的可视化查询平台为广大用户提供了较为直观、易用的查询工具,极大的提升了用户体验。
Abstract:
Minority culture is the culture formed by ethnic minorities in the process of production and creation. Excavating, protecting and using minority culture can not only promote ethnic unity and enhance national self - confidence, but also strengthen cultural self -confidence as an important way. We use ethnic cultural resources data to construct a graph of ethnic cultural knowledge with ethnic minority as the entry point,so as to provide new technical implementation means and research directions for? the promotion and protection of ethnic culture. A model for constructing a graph of ethnic cultural knowledge is proposed. First,the ontology construction tool is used to construct the ontology database of ethnic minority cultural concepts,relationships,and attributes. Then,the web crawlers is used too btain semi-structured and unstruc-tured data related to ethnic minority cultures,and entities,relationships and attributes are extracted for different types of data. Finally,the Neo4j graph database is used to store the constructed ethnic cultural knowledge graph. On the basis ofthis knowledge graph,a visual query platform for ethnic minority cultures was developed for self-service query and dynamic display of information on entities and relationships in query results. This research provides a new method to promote and protect the culture of ethnic minorities. The visual query platform built provides a more intuitive and easy-to-use query tool for the majority of users,which greatly improves the user experience.

相似文献/References:

[1]潘伟 郑刚.基于聚类模式的多数据源匹配的实现[J].计算机技术与发展,2007,(01):76.
　PAN Wei,ZHENG Gang.Matching Data Fields among Multi Data Sources Based on Clustering Technique[J].,2007,(08):76.
[2]杨颖 张虎 陈湘国 吴开兴.基于Multi—Agent的多数据源WebGIS研究[J].计算机技术与发展,2006,(06):121.
　YANG Ying,ZHANG Hu,CHEN Xiang-guo,et al.A Study of Multi - Data Sources WebGIS Based on Multi - Agent[J].,2006,(08):121.

更新日期/Last Update: 2021-08-10