An ontology-centric architecture for extensible scientific data management systems

被引:34
作者
Li, Yuan-Fang [1 ]
Kennedy, Gavin [2 ,3 ]
Ngoran, Faith [2 ]
Wu, Philip [4 ]
Hunter, Jane [2 ]
机构
[1] Monash Univ, Clayton Sch IT, Clayton, Vic 3800, Australia
[2] Univ Queensland, Sch ITEE, Brisbane, Qld 4072, Australia
[3] High Resolut Plant Phen Ctr, Canberra, ACT, Australia
[4] Australian Natl Univ, John Curtin Sch Med Res, Canberra, ACT 0200, Australia
来源
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE | 2013年 / 29卷 / 02期
关键词
PODD; Data management systems; OWL; Ontology-centric architecture; Phenomics; Bioinformatics; FUNCTIONAL GENOMICS; INFORMATION; STANDARDS; FRAMEWORK; WEB;
D O I
10.1016/j.future.2011.06.007
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Data management has become a critical challenge faced by a wide array of scientific disciplines in which the provision of sound data management is pivotal to the achievements and impact of research projects. Massive and rapidly expanding amounts of data combined with data models that evolve over time contribute to making data management an increasingly challenging task that warrants a new approach. In this paper we present an ontology-centric architecture for data management systems that is extensible and domain independent. In this architecture, the behaviors of domain concepts and objects are captured entirely by ontological entities, around which all data management tasks are carried out. The open and semantic nature of ontology languages also makes this architecture amenable to greater data reuse and interoperability. To evaluate the proposed architecture, we have applied it to the challenge of managing phenomics data. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:641 / 653
页数:13
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