计算机工程与应用 ›› 2015, Vol. 51 ›› Issue (11): 104-108.

• 数据库、数据挖掘、机器学习 • 上一篇    下一篇

基于跨语本体重用的维语本体构建方法

李连倍1,刘胜全1,2,刘  艳1,杨倩倩1   

  1. 1.新疆大学 信息科学与工程学院,乌鲁木齐 830046
    2.新疆大学 现代教育技术中心,乌鲁木齐 830046
  • 出版日期:2015-06-01 发布日期:2015-06-12

Uygur ontology construction based on cross-language ontology reuse

LI Lianbei1, LIU Shengquan1,2, LIU Yan1, YANG Qianqian1   

  1. 1.School of Information Science and Engineering, Xinjiang University, Urumqi 830046, China
    2.Modern Educational Technology Center, Xinjiang University, Urumqi 830046, China
  • Online:2015-06-01 Published:2015-06-12

摘要: 针对维英本体共性知识的获取问题,提出一种基于跨语本体重用的快速构建维语领域本体方法。该方法将初始维语本体转换为英语本体,通过本体选择、映射和合并等过程对其丰富,达到一定阈值,转换为维语本体。提出了数据源势、本体势等概念和构建维语本体的数据模型。基于该方法构造了一个旅游领域本体实例,转换率达到78.8%,充分验证了该方法的可行性与有效性。

关键词: 跨语本体重用, 维语本体, 稀疏数据, 本体映射, 本体合并

Abstract: Concerning the Uyghur-English ontology common knowledge acquisition problem, this paper proposes a Uyghur domain ontology fast-construction method based on cross-language ontology reuse. It converts the initial Uygur ontology into an English ontology, enriches it via some processes such as ontology search, mapping and merging, transforming it into Uygur domain ontology when reaches certain threshold. The conception such as data source cardinality, ontology cardinality and the data model for constructing Uyghur are proposed. A travel domain ontology with transformation rate reaching 78.8% demonstrates the feasibility and effectiveness is constructed.

Key words: cross-language ontology reuse, Uyghur ontology, sparse data, ontology mapping, ontology merge