دورية أكاديمية

Constructing Ontology for Knowledge Sharing of Materials Failure Analysis

التفاصيل البيبلوغرافية
العنوان: Constructing Ontology for Knowledge Sharing of Materials Failure Analysis
المؤلفون: Peng Shi, Jindong Huo, Qingmei Wang
المصدر: Data Science Journal, Vol 12, Pp 181-190 (2014)
بيانات النشر: Ubiquity Press, 2014.
سنة النشر: 2014
المجموعة: LCC:Science (General)
مصطلحات موضوعية: Knowledge sharing, Materials failure analysis, Ontology, Science (General), Q1-390
الوصف: Materials failure indicates the fault with materials or components during their performance. To avoid the reoccurrence of similar failures, materials failure analysis is executed to investigate the reasons for the failure and to propose improved strategies. The whole procedure needs sufficient domain knowledge and also produces valuable new knowledge. However, the information about the materials failure analysis is usually retained by the domain expert, and its sharing is technically difficult. This phenomenon may seriously reduce the efficiency and decrease the veracity of the failure analysis. To solve this problem, this paper adopts ontology, a novel technology from the Semantic Web, as a tool for knowledge representation and sharing and describes the construction of the ontology to obtain information concerning the failure analysis, application area, materials, and failure cases. The ontology represented information is machine-understandable and can be easily shared through the Internet. At the same time, failure case intelligent retrieval, advanced statistics, and even automatic reasoning can be accomplished based on ontology represented knowledge. Obviously this can promote the knowledge sharing of materials service safety and improve the efficiency of failure analysis. The case of a nuclear power plant area is presented to show the details and benefits of this method.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 1683-1470
Relation: http://datascience.codata.org/articles/45; https://doaj.org/toc/1683-1470
DOI: 10.2481/dsj.12-047
URL الوصول: https://doaj.org/article/4bb81375845843ffbc584c7e3483657e
رقم الأكسشن: edsdoj.4bb81375845843ffbc584c7e3483657e
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:16831470
DOI:10.2481/dsj.12-047