Automatic matching of marine sample types in marine survey

doi:10.1109/OCEANSAP.2016.7485375

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

	Automatic matching of marine sample types in marine survey
	Liu, Mingtao 1; Wang, Xiaohong 1; Xu, Jianliang 1; Li, Wang 1; Hou, Chengfei 2; IEEE
	2016
会议日期	4 10, 2016 - 4 13, 2016
会议地点	Shanghai, China
关键词	marine survey semantic matching ontology
DOI	10.1109/OCEANSAP.2016.7485375
英文摘要	Marine survey is one of the most important methods for oceanic research. During the marine survey process, some collected samples will be distributed in-situ to scientists. In order to effectively manage the sample data, corresponding relations of sample type should be established between the actual distributed sample records and the prior sample applications. This matching result can provide the basis for subsequent data collection and analysis. This paper proposes a matching algorithm based on semantic similarity for marine sample type terms, which realizes automatic matching of marine sample types between records of samples distributed during the marine survey process and the prior sample applications. The approach first maps sample type terms to concepts in the ontology of marine sample type, and then calculates semantic similarity between sample type terms based on the domain ontology. Experimental result shows that the proposed method get a relatively high F1-measure ratio and has certain practical value.
会议录	OCEANS 2016 - SHANGHAI
会议录出版者	IEEE
会议录出版地	345 E 47TH ST, NEW YORK, NY 10017 USA
语种	英语
WOS研究方向	Engineering ; Oceanography ; Remote Sensing
WOS记录号	WOS:000386521800042
内容类型	会议论文
源URL	[http://ir.fio.com.cn/handle/2SI8HI0U/5008]
专题	业务部门_海洋地质与地球物理研究室
作者单位	1.Ocean Univ China, Coll Informat Sci & Engn, Qingdao, Peoples R China; 2.State Ocean Adm, Inst Oceanog 1, Qingdao, Peoples R China
推荐引用方式 GB/T 7714	Liu, Mingtao,Wang, Xiaohong,Xu, Jianliang,et al. Automatic matching of marine sample types in marine survey[C]. 见:. Shanghai, China. 4 10, 2016 - 4 13, 2016.