A Methodology for Ontology Evolution and Versioning

W. Jaziri
{"title":"A Methodology for Ontology Evolution and Versioning","authors":"W. Jaziri","doi":"10.1109/SEMAPRO.2009.22","DOIUrl":null,"url":null,"abstract":"The problem of versioning is present in several application areas, such as temporal databases, real-time computing and ontologies. This problem is generally defined as managing changes in a timely manner without loss of existing data. However, ontology versioning is more complicated than versioning in database because of the usage and content of ontology which incorporates semantic aspects. Consequently, ontology data models are much richer than those of database schemas. In this paper, we propose an approach of ontology evolution which incorporates a versioning management process, based on three phases: evolution changes, ontology coherence and versioning management. The proposed approach allows monitoring the evolution of ontology by creating a new version based on types of changes which express the evolution requirements. The inconsistencies that can be generated on the ontology after evolution are identified for each type of changes and are treated based on corrective operations defined by the system.","PeriodicalId":288269,"journal":{"name":"2009 Third International Conference on Advances in Semantic Processing","volume":"66 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2009-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"21","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2009 Third International Conference on Advances in Semantic Processing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SEMAPRO.2009.22","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 21

Abstract

The problem of versioning is present in several application areas, such as temporal databases, real-time computing and ontologies. This problem is generally defined as managing changes in a timely manner without loss of existing data. However, ontology versioning is more complicated than versioning in database because of the usage and content of ontology which incorporates semantic aspects. Consequently, ontology data models are much richer than those of database schemas. In this paper, we propose an approach of ontology evolution which incorporates a versioning management process, based on three phases: evolution changes, ontology coherence and versioning management. The proposed approach allows monitoring the evolution of ontology by creating a new version based on types of changes which express the evolution requirements. The inconsistencies that can be generated on the ontology after evolution are identified for each type of changes and are treated based on corrective operations defined by the system.
本体演化与版本控制方法
版本问题存在于几个应用领域,例如时态数据库、实时计算和本体。这个问题通常被定义为在不丢失现有数据的情况下及时管理更改。然而,由于本体的使用方式和内容包含语义方面的内容,使得本体版本控制比数据库版本控制更为复杂。因此,本体数据模型比数据库模式的数据模型要丰富得多。本文提出了一种包含版本管理流程的本体演化方法,该方法基于演化变更、本体一致性和版本管理三个阶段。提出的方法允许通过基于表达演化需求的变更类型创建新版本来监视本体的演化。为每种类型的更改识别进化后可能在本体上产生的不一致,并根据系统定义的纠正操作进行处理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信