Leveraging Spatio-Temporal Graphs and Knowledge Graphs: Perspectives in the Field of Maritime Transportation

doi:10.3390/ijgi10080541

	Leveraging Spatio-Temporal Graphs and Knowledge Graphs: Perspectives in the Field of Maritime Transportation
	Del Mondo, Geraldine 4; Peng, Peng 1; Gensel, Jerome 2; Claramunt, Christophe 1,3; Lu, Feng 1
刊名	ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION
	2021-08-01
卷号	10 期号:8 页码:25
关键词	graphs spatio-temporal knowledge graphs maritime transportation
DOI	10.3390/ijgi10080541
通讯作者	Del Mondo, Geraldine(geraldine.del_mondo@insa-rouen.fr)
英文摘要	This paper introduces a prospective study of the potential of spatio-temporal graphs (ST-graphs) and knowledge graphs (K-graphs) for the modelling of geographical phenomena. While the integration of time within GIS has long been a domain of major interest, alternative modelling and data manipulation approaches derived from graph and knowledge-based principles provide many opportunities for many application domains. We first survey graph principles and how they have been applied to GIS and a few representative domains to date. A comprehensive analysis of the principles behind K-graphs, respective data representation and manipulation capabilities is discussed. The perspectives offered by a close integration of ST-graphs and K-graphs are explored. The whole approach is illustrated and discussed in the context of maritime transportation.
资助项目	French National Research Framework MAGIS[CNRS 2340] ; National Natural Science Foundation of China[41631177] ; National Natural Science Foundation of China[42001391] ; China Postdoctoral Science Foundation[2020T130644] ; China Postdoctoral Science Foundation[2019M660774] ; Chinese Academy of Sciences President's International Fellowship Initiative[2021VTA0002]
WOS关键词	COMPLEX NETWORK ; SILK ROAD ; TIME ; PORTS ; CENTRALITY ; DYNAMICS ; SPACE ; VULNERABILITY ; FLOWS ; MODEL
WOS研究方向	Computer Science ; Physical Geography ; Remote Sensing
语种	英语
出版者	MDPI
WOS记录号	WOS:000689135600001
资助机构	French National Research Framework MAGIS ; National Natural Science Foundation of China ; China Postdoctoral Science Foundation ; Chinese Academy of Sciences President's International Fellowship Initiative
内容类型	期刊论文
源URL	[http://ir.igsnrr.ac.cn/handle/311030/165062]
专题	中国科学院地理科学与资源研究所
通讯作者	Del Mondo, Geraldine
作者单位	1.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing 100864, Peoples R China 2.Univ Grenoble Alpes, Grenoble Informatcs Lab LIG, F-38400 Grenoble, France 3.Naval Acad Res Inst, F-29240 Lanveoc, France 4.Normandie Univ, INSA Rouen, Lab Comp Sci Informat Proc & Syst LITIS, F-76800 Rouen, France
推荐引用方式 GB/T 7714	Del Mondo, Geraldine,Peng, Peng,Gensel, Jerome,et al. Leveraging Spatio-Temporal Graphs and Knowledge Graphs: Perspectives in the Field of Maritime Transportation[J]. ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION,2021,10(8):25.
APA	Del Mondo, Geraldine,Peng, Peng,Gensel, Jerome,Claramunt, Christophe,&Lu, Feng.(2021).Leveraging Spatio-Temporal Graphs and Knowledge Graphs: Perspectives in the Field of Maritime Transportation.ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION,10(8),25.
MLA	Del Mondo, Geraldine,et al."Leveraging Spatio-Temporal Graphs and Knowledge Graphs: Perspectives in the Field of Maritime Transportation".ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION 10.8(2021):25.