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现代图书情报技术  2016, Vol. 32 Issue (5): 38-46    DOI: 10.11925/infotech.1003-3513.2016.05.05
  研究论文 本期目录 | 过刊浏览 | 高级检索 |
基于概念格理论的产品领域本体构建研究*
陆佳莹1(),袁勤俭1,黄奇2,钱韵洁1
1南京大学信息管理学院 南京 210093
2南京大学国家信息资源管理南京研究基地 南京 210093
Building Product Domain Ontology with Concept Lattice Theory
Lu Jiaying1(),Yuan Qinjian1,Huang Qi2,Qian Yunjie1
1School of Information Management, Nanjing University, Nanjing 210093, China
2State Information Resources Management Research Base, Nanjing University, Nanjing 210093, China
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摘要 

目的】基于概念格理论探索并提出复用产品分类的产品领域本体构建方法, 对以往复用产品分类的产品领域本体构建方法进行改进。【方法】从产品分类中抽取类、属性及关系, 并对其结构进行合理调整, 基于概念格理论生成形式背景及概念格, 并以此为基础自动生成产品领域本体。【结果】本文方法消除了产品分类本身存在的层级不分明的局限性, 可以解决产品分类定义的属性间的冗余问题, 提升本体的可重用性和可共享性, 并通过可视化的形式呈现了现有和潜在的实体与关系。【局限】仅选取医疗产品构建的一个片段来说明该方法的具体实施方案, 并仅探讨该方法对于eCl@ss产品分类体系的适用性。【结论】基于概念格构建产品领域本体前需对本体的领域和范围进行明确界定, 依据科学分类原则对类目进行梳理与归类, 在进行本体构建时构建属性词典并定义对象属性, 通过形式背景与概念格的生成自动生成本体。

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陆佳莹
袁勤俭
黄奇
钱韵洁
关键词 概念格领域本体本体构建产品本体    
Abstract

[Objective] The paper proposes a method to create new Ontology for reusable products based on the concept lattice theory, aiming to improve the traditional methodology. [Methods] First, we extracted classes, attributes and relationships data from product categories and made appropriate adjustments. Second, we created formal contexts and concept lattices to generate product Ontology automatically. [Results] The proposed method improved the product classification scheme and enhanced the reusability and sharing of Ontology. It also visualized the existing and potential entities as well as their relationships. [Limitations] Only used a segment of medical product Ontology to implement the proposed method, and then discussed its flexibility for eCl@ss product classification system. [Conclusions] The field and scope of Ontology need to be clearly defined before we construct product Ontology based on concept lattice. The categories should be sorted and grouped with scientific classification principles. We also need to build the property dictionary and define object properties. The Ontology will be generated automatically with formal context and concept lattice.

Key wordsConcept Lattice    Domain Ontology    Ontology construction    Product Ontology
收稿日期: 2015-12-27     
基金资助:*本文系国家社会科学基金重点项目“基于知识组织的产品分类本体研究”(项目编号:13ATQ005)的研究成果之一
引用本文:   
陆佳莹,袁勤俭,黄奇,钱韵洁. 基于概念格理论的产品领域本体构建研究*[J]. 现代图书情报技术, 2016, 32(5): 38-46.
Lu Jiaying,Yuan Qinjian,Huang Qi,Qian Yunjie. Building Product Domain Ontology with Concept Lattice Theory. New Technology of Library and Information Service, DOI:10.11925/infotech.1003-3513.2016.05.05.
链接本文:  
http://manu44.magtech.com.cn/Jwk_infotech_wk3/CN/10.11925/infotech.1003-3513.2016.05.05
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