专题:重大突发疫情风险研判与决策

基于ISO 25964的公共卫生领域术语语义映射机制研究*

  • 宋培彦 刘稚楠 刘 冰
展开
  • 1.天津师范大学管理学院
    2.湖北职业技术学院
宋培彦,男,天津师范大学管理学院副研究馆员,硕士生导师,研究方向:知识组织、自然语言处理、图书情报学;刘稚楠,女,湖北职业技术学院助教,研究方向:知识组织、情报学;刘冰,男,天津师范大学管理学院教授,博士生导师,研究方向:政府信息资源管理与应急信息服务、信息服务与用户信息行为、数据(信息)治理与信息质量评价。

网络出版日期: 2022-05-18

基金资助

*本文系国家社会科学基金国家应急管理体系建设研究专项项目“基于信息聚合和知识发现的突发重大公共卫生事件风险研判与决策协同机制研究”(项目编号:20VYJ062)研究成果之一。

Study on the Semantic Mapping Mechanism of Terms in Public Health Based on ISO 25964

  • Song Peiyan Liu Zhinan Liu Bing
Expand

Online published: 2022-05-18

摘要

针对当前公共卫生领域知识分散、多源异构造成的信息孤岛问题,探索国际化、规范化的术语语义映射机制,可为知识聚合提供新思路,进而支撑风险研判和应急决策。文章引入ISO 25964中心结构模型,以公共卫生领域传染病类知识组织系统CIDO、IDO、GenEpio为例,采用语义相似度和文本相似度计算相结合的方法,基于继承推理实现了术语之间的语义映射。实验表明,采用ISO 25964标准进行概念映射后,不仅等级关系增加72条,增幅达到13.43%,提高了知识的关联度,而且映射流程符合国际规范,有助于实现公共卫生领域知识共建共享,支持应急管理决策。

本文引用格式

宋培彦 刘稚楠 刘 冰 . 基于ISO 25964的公共卫生领域术语语义映射机制研究*[J]. 图书与情报, 2021 , 41(05) : 31 -38 . DOI: 10.11968/tsyqb.1003-6938.2021070

Abstract

Focused on the current issues of scattered, multi-source and isomeric knowledge in the field of public health, the international and standardized semantic mapping mechanism of terminology was discussed to support knowledge aggregation and emergency decision-making. Taking the infectious disease knowledge organization system CIDO, IDO, and GenEpio in the public health field as examples, this paper presents the central structure model from ISO 25964 as the semantic mapping model of terminology. Combined the method of semantic similarity and text similarity calculation, the semantic similarity between terminologies based on inheritance reasoning was computed. The experiment indicated that the increased hierarchical relationships amount to 72 terms(13.43%), which not only improved the connectivity among multi knowledge systems, but also optimized the standard process of term mapping. It is an effective mechanism to public health knowledge construction and sharing in emergency management decision-making.
文章导航

/