计算机应用 ›› 2011, Vol. 31 ›› Issue (06): 1664-1666.DOI: 10.3724/SP.J.1087.2011.01664

• 数据库技术 • 上一篇    下一篇

基于知识图的领域本体构建方法

陈琨,张蕾   

  1. 西北大学 信息科学与技术学院,西安 710127
  • 收稿日期:2010-12-27 修回日期:2011-01-27 发布日期:2011-06-20 出版日期:2011-06-01
  • 通讯作者: 陈琨
  • 作者简介:陈琨(1985-),男,陕西汉中人,硕士研究生,主要研究方向:领域本体构建、知识图、概念关系自动抽取;张蕾(1964-),女,陕西西安人,教授,博士,主要研究方向:知识表示、自然语言理解、信息抽取。
  • 基金资助:
    陕西省自然科学基础研究计划项目

Domain ontology construction method based on knowledge graphs

CHEN Kun,ZHANG Lei   

  1. College of Information Science and Technology, Northwest University, Xi an Shaanxi 710127,China
  • Received:2010-12-27 Revised:2011-01-27 Online:2011-06-20 Published:2011-06-01
  • Contact: CHEN Kun

摘要: 提出了一种基于知识图的领域本体半自动构建方法。以《知网》为语义知识资源,知识图为语义表示方法,采用成熟的软件工程流程,最终构建出的领域本体具有结构明确、语义清晰的特点。对于在其上的语义网、信息抽取等应用提供了有效支持。介绍了本体的概念、设计的准则、建模的流程,并对未来的本体的移植性进行展望。实验结果表明该方法在不确定性知识处理上优于传统本体构建方法。

关键词: 本体, 领域本体, 语义, 知识图

Abstract: This paper proposed a domain ontology construction method based on knowledge graphs. This domain ontology was constructed based on the mature idea of software engineering by using the "HowNet" as the semantic knowledge resources, and knowledge graphs as a semantic representation. It has a clear structure with clear semantic meaning. It can provide effective supports for some applications such as semantic Web and information extraction. This paper introduced the concept of ontology, the standard of design, the process of modeling, and future prospects of ontology portability. This method was proved to be more effective than traditional ontology construction method in uncertain knowledge processing by experimental results.

Key words: ontology, domain ontology, semantic, knowledge graph

中图分类号: