吉林大学学报(信息科学版) ›› 2020, Vol. 38 ›› Issue (1): 72-78.

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基于叙词表的油藏构造知识图谱

袁满,褚冰,肖垚   

  1. 东北石油大学计算机与信息技术学院,黑龙江大庆163318
  • 收稿日期:2019-07-23 出版日期:2020-01-20 发布日期:2020-02-17
  • 作者简介:袁满( 1965— ) ,男,吉林农安人,东北石油大学教授,博士生导师,主要从事数据工程理论与技术、数据标准化与信息 集成、大数据与知识图谱研究,( Tel) 86-15765959186( E-mail) yuanman@ nepu. edu. cn。
  • 基金资助:
    黑龙江省哲学社会科学规划研究基金资助项目( 19EDE334) ; 黑龙江省国家培育基金资助项目( 2017PYYL-06) ; 研究生创
    新科研基金资助项目( YJCX_CX07_2018_2)

Knowledge Graph of Reservoir Structure Based on Thesaurus

YUAN Man,CHU Bing,XIAO Yao   

  1. School of Computer and Information Technology,Northeast Petroleum University,Daqing 163318,China
  • Received:2019-07-23 Online:2020-01-20 Published:2020-02-17

摘要: 为采用知识图谱技术实现对油藏构造知识的整合,解决在本体建模过程中,很少将标准融合到本体模型
中,且在转换过程中存在对叙词概念粒度划分较粗或完全不对叙词进行类型划分等问题,提出一种基于叙词表
构建知识图谱的新方法,即标注原叙词表,建立映射规则,构造转换算法和生成知识图谱。其中标注、映射规
则建立与转换算法定义了构建知识图谱标准化过程。最后,选取油藏构造领域的部分知识,采用所提方法构建
知识图谱,其结果表明了该方法的可行性。

关键词: 油藏构造, 叙词表, 本体构建, 知识图谱

Abstract: In order to integrate reservoir structure knowledge by using knowledge graph technology and solve the
problem that in the process of ontology modeling,standards are rarely integrated into ontology model,and there
are some problems in the transformation process,such as coarse classification of concept granularity of descriptors
or no classification of descriptors at all,a new method of constructing knowledge graph based on thesaurus is
proposed,which is to mark the original thesaurus,establish mapping rules,construct transformation algorithm
and generate knowledge graph. The algorithm of annotation,mapping rule establishment and transformation
define the standardization process of building knowledge graph. Finally,some knowledge in the field of reservoir
structure is selected to construct the knowledge graph using the proposed method,which shows the feasibility of
the proposed method.

Key words: reservoir structure, thesaurus, ontology construction, knowledge graph

中图分类号: 

  • TP301