An Ontology-Based Approach for Marine Geochemical Data Interoperation

doi:10.1109/ACCESS.2017.2724641

CORC > 自然资源部第一海洋研究所 > 自然资源部第一海洋研究所 > 业务部门 > 海洋地质与地球物理研究室

	An Ontology-Based Approach for Marine Geochemical Data Interoperation
	Wang, Xiaohong 1; Xu, Jianliang 2; Liu, Mingtao 3; Wei, Zhiqiang 2; Bu, Wenrui 4; Hong, Tenglong 2
刊名	IEEE ACCESS
	2017
卷号	5 页码:13364-13371
关键词	Data interoperation ontology semantic extraction semantic mapping
ISSN号	2169-3536
DOI	10.1109/ACCESS.2017.2724641
英文摘要	International deep seabed resource surveys have accumulated a large amount of valuable marine geochemical data. These data, however, derive from a number of autonomous heterogeneous information sources that show the characteristics of big data, i.e., multidisciplinary, multidimensional, multisemantic, and with strong correlations. The traditional database federation method is thus not applicable. To achieve marine geochemical data interoperation, an approach is proposed in this paper. The approach first builds a marine sample ontology (MSO) based on marine geochemical metadata standards. With support of the MSO ontology, which serves as a specification for the semantics and model of multisource heterogeneous data, the data integration and unified query APIs are accomplished across different databases. The experiment is applied with three databases: the ICP-AES database model in the ODP project, the PetDB marine petrology database model compiled at the Lamont Doherty Earth Observatory, and the GEOROC database model operated by the German Max Planck Institute. The experimental results show that this method not only improves the efficiency of the marine geochemical data integration but also realizes the reuse of data and models under the premise of ensuring the independence, security, and timeliness of the data sources.
WOS研究方向	Computer Science ; Engineering ; Telecommunications
语种	英语
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
WOS记录号	WOS:000411757800002
内容类型	期刊论文
源URL	[http://ir.fio.com.cn/handle/2SI8HI0U/3278]
专题	业务部门_海洋地质与地球物理研究室
作者单位	1.Shandong Comp Sci Ctr, Natl Supercomp Ctr Jinan, Shandong Prov Key Lab Comp Networks, Jinan 250014, Shandong, Peoples R China; 2.Ocean Univ China, Qingdao 266100, Peoples R China; 3.Linyi Univ, Linyi 266100, Peoples R China; 4.State Ocean Adm, Inst Oceanog 1, Qingdao 266061, Peoples R China
推荐引用方式 GB/T 7714	Wang, Xiaohong,Xu, Jianliang,Liu, Mingtao,et al. An Ontology-Based Approach for Marine Geochemical Data Interoperation[J]. IEEE ACCESS,2017,5:13364-13371.
APA	Wang, Xiaohong,Xu, Jianliang,Liu, Mingtao,Wei, Zhiqiang,Bu, Wenrui,&Hong, Tenglong.(2017).An Ontology-Based Approach for Marine Geochemical Data Interoperation.IEEE ACCESS,5,13364-13371.
MLA	Wang, Xiaohong,et al."An Ontology-Based Approach for Marine Geochemical Data Interoperation".IEEE ACCESS 5(2017):13364-13371.